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Andreas Dengel 0001

Andreas R. Dengel

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affiliation: University of Kaiserslautern, Department of Computer Science, Germany
affiliation: German Research Centre for Artificial Intelligence, DFKI, Kaiserslautern, Germany
affiliation (PhD 1989): University of Stuttgart, Department of Computer Science, Germany

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2025
[j101]
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Kanta Yamaoka, Ko Watanabe, Koichi Kise, Andreas Dengel, Shoya Ishimaru:
Img2Vocab: Explore Words Tied to Your Life With LLMs and Social Media Images. IEEE Access 13: 20456-20471 (2025)
[j100]
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  - journals/access/HussainWHRAD25
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Fiza Gulzar Hussain, Muhammad Wasim, Seemab Hameed, Abdur Rehman, Muhammad Nabeel Asim, Andreas Dengel:
Fake News Detection Landscape: Datasets, Data Modalities, AI Approaches, Their Challenges, and Future Perspectives. IEEE Access 13: 54757-54778 (2025)
[j99]
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  - journals/access/BaladaBAZD25
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Christoph Balada, Max Bondorf, Sheraz Ahmed, Markus Zdrallek, Andreas Dengel:
Leveraging the Potential of Novel Data in Power Line Communication of Electricity Grids. IEEE Access 13: 71662-71672 (2025)
[j98]
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  - journals/apin/KoochaliTDA25
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Alireza Koochali, Ensiye Tahaei, Andreas Dengel, Sheraz Ahmed:
VAEneu: a new avenue for VAE application on probabilistic forecasting. Appl. Intell. 55(6): 483 (2025)
[j97]
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Muhammad Nabeel Asim, Tayyaba Asif, Faiza Mehmood, Andreas Dengel:
Peptide classification landscape: An in-depth systematic literature review on peptide types, databases, datasets, predictors architectures and performance. Comput. Biol. Medicine 188: 109821 (2025)
[j96]
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Muhammad Ali Chattha, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed:
KRNN: A hybrid data and knowledge oriented time series forecasting approach for health care applications. Expert Syst. Appl. 268: 126148 (2025)
[j95]
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Francisco Alejandro Mena, Diego Arenas, Andreas Dengel:
Missing data as augmentation in the Earth Observation domain: A multi-view learning approach. Neurocomputing 638: 130175 (2025)
[j94]
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Tayyaba Asif, Faiza Mehmood, Syed Ahmed Mazhar Gillani, Muhammad Nabeel Asim, Muhammad Usman Ghani, Waqar Mahmood, Andreas Dengel:
RPCP-PURI: A robust and precise computational predictor for Phishing Uniform Resource Identification. J. Inf. Secur. Appl. 89: 103953 (2025)
[j93]
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Muhammad Ali Chattha, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed:
Addressing data dependency in neural networks: introducing the Knowledge Enhanced Neural Network (KENN) for time series forecasting +. Mach. Learn. 114(2): 30 (2025)
[j92]
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  - journals/staeors/NajjarMNRD25
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Hiba Najjar, Miro Miranda, Marlon Nuske, Ribana Roscher, Andreas Dengel:
Explainability of Subfield Level Crop Yield Prediction Using Remote Sensing. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 18: 4141-4161 (2025)
[c459]
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  - conf/icaart/KhalidKNCLPT0A25
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Nabeel Khalid, Mohammadmahdi Koochali, Khola Naseem, Maria Caroprese, Gillian Lovell, Daniel A. Porto, Johan Trygg, Andreas Dengel, Sheraz Ahmed:
SAT: Segment and Track Anything for Microscopy. ICAART (2) 2025: 286-297
[c458]
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  - conf/icaart/ShahM0025
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Vijul Shah, Brian B. Moser, Ko Watanabe, Andreas Dengel:
Webcam-Based Pupil Diameter Prediction Benefits from Upscaling. ICAART (2) 2025: 376-385
[c457]
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Khola Naseem, Nabeel Khalid, Lea Bertgen, Johannes M. Herrmann, Andreas Dengel, Sheraz Ahmed:
YeastFormer: An End-to-End Instance Segmentation Approach for Yeast Cells in Microstructure Environment. ICAART (2) 2025: 407-417
[c456]
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  - conf/icaart/Schulze025
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Michael Schulze, Andreas Dengel:
Knowledge Graph Enrichments for Credit Account Prediction. ICAART (2) 2025: 441-452
[c455]
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  - conf/icaart/LeonMCL0A25
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Duway Nicolas Lesmes-Leon, Miro Miranda, Maria Caroprese, Gillian Lovell, Andreas Dengel, Sheraz Ahmed:
Synthesizing Annotated Cell Microscopy Images with Generative Adversarial Networks. ICAART (3) 2025: 592-599
[c454]
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Desiree Heim, Christian Jilek, Adrian Ulges, Andreas Dengel:
Investigating the Configurability of LLMs for the Generation of Knowledge Work Datasets. ICAART (3) 2025: 821-828
[c453]
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  - conf/icaart/SchmeisserCL0A25
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Fabian Schmeisser, Maria Caroprese, Gillian Lovell, Andreas Dengel, Sheraz Ahmed:
How to Box Your Cells: An Introduction to Box Supervision for 2.5D Cell Instance Segmentation and a Study of Applications. ICAART (3) 2025: 853-860
[c452]
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  - conf/wacv/MoserFRP025
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Brian B. Moser, Stanislav Frolov, Federico Raue, Sebastian Palacio, Andreas Dengel:
Dynamic Attention-Guided Diffusion for Image Super-Resolution. WACV 2025: 451-460
[c451]
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Stanislav Frolov, Brian B. Moser, Andreas Dengel:
SpotDiffusion: A Fast Approach for Seamless Panorama Generation Over Time. WACV 2025: 2073-2081
[c450]
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  - conf/wacv/NauenPR025
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Tobias Christian Nauen, Sebastian Palacio, Federico Raue, Andreas Dengel:
Which Transformer to Favor: A Comparative Analysis of Efficiency in Vision Transformers. WACV 2025: 6955-6966
[i171]
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  - journals/corr/abs-2501-00502
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Miro Miranda, Marcela Charfuelan, Andreas Dengel:
Exploring Physics-Informed Neural Networks for Crop Yield Loss Forecasting. CoRR abs/2501.00502 (2025)
[i170]
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  - journals/corr/abs-2501-01132
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Francisco Alejandro Mena, Diego Arenas, Andreas Dengel:
Missing Data as Augmentation in the Earth Observation Domain: A Multi-View Learning Approach. CoRR abs/2501.01132 (2025)
[i169]
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  - journals/corr/abs-2501-06720
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Ashitha Mudraje, Brian B. Moser, Stanislav Frolov, Andreas Dengel:
Multi-Label Scene Classification in Remote Sensing Benefits from Image Super-Resolution. CoRR abs/2501.06720 (2025)
[i168]
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  - journals/corr/abs-2502-03656
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Tobias Dietz, Brian B. Moser, Tobias Christian Nauen, Federico Raue, Stanislav Frolov, Andreas Dengel:
A Study in Dataset Distillation for Image Super-Resolution. CoRR abs/2502.03656 (2025)
[i167]
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  - journals/corr/abs-2502-07404
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Sahana Yadnakudige Subramanya, Ko Watanabe, Andreas Dengel, Shoya Ishimaru:
Human-in-the-Loop Annotation for Image-Based Engagement Estimation: Assessing the Impact of Model Reliability on Annotation Accuracy. CoRR abs/2502.07404 (2025)
[i166]
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  - journals/corr/abs-2502-12691
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Timon Winter, Stanislav Frolov, Brian B. Moser, Andreas Dengel:
Spherical Dense Text-to-Image Synthesis. CoRR abs/2502.12691 (2025)
[i165]
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  - journals/corr/abs-2503-01354
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Haruki Suzawa, Ko Watanabe, Andreas Dengel, Shoya Ishimaru:
Augmenting Online Meetings with Context-Aware Real-time Music Generation. CoRR abs/2503.01354 (2025)
[i164]
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  - journals/corr/abs-2503-07463
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Ryugo Morita, Ko Watanabe, Jinjia Zhou, Andreas Dengel, Shoya Ishimaru:
GenAIReading: Augmenting Human Cognition with Interactive Digital Textbooks Using Large Language Models and Image Generation Models. CoRR abs/2503.07463 (2025)
[i163]
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  - journals/corr/abs-2503-09399
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Tobias Christian Nauen, Brian Moser, Federico Raue, Stanislav Frolov, Andreas Dengel:
ForAug: Recombining Foregrounds and Backgrounds to Improve Vision Transformer Training with Bias Mitigation. CoRR abs/2503.09399 (2025)
[i162]
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  - journals/corr/abs-2503-14209
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Saif Ur Rehman Khan, Muhammad Nabeel Asim, Sebastian J. Vollmer, Andreas Dengel:
AI-Driven Diabetic Retinopathy Diagnosis Enhancement through Image Processing and Salp Swarm Algorithm-Optimized Ensemble Network. CoRR abs/2503.14209 (2025)
[i161]
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  - journals/corr/abs-2503-19719
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Francisco Alejandro Mena, Diego Arenas, Miro Miranda, Andreas Dengel:
On What Depends the Robustness of Multi-source Models to Missing Data in Earth Observation? CoRR abs/2503.19719 (2025)
2024
[j91]
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  - journals/access/SaleemAESD24
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Summra Saleem, Muhammad Nabeel Asim, Ludger van Elst, Peter Schichtel, Andreas Dengel:
RPRP-SAP: A Robust and Precise ResNet Predictor for Steering Angle Prediction of Autonomous Vehicles. IEEE Access 12: 21472-21490 (2024)
[j90]
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  - journals/access/DembinskyWDI24
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David Dembinsky, Ko Watanabe, Andreas Dengel, Shoya Ishimaru:
Gaze Generation for Avatars Using GANs. IEEE Access 12: 101536-101548 (2024)
[j89]
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  - journals/access/SaifullahADA24
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Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed:
The Reality of High Performing Deep Learning Models: A Case Study on Document Image Classification. IEEE Access 12: 103537-103564 (2024)
[j88]
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  - journals/access/HigashimuraWVIDK24
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Riku Higashimura, Ko Watanabe, Andrew Vargo, Motoi Iwata, Andreas Dengel, Koichi Kise:
Estimating Unknown English Words From User Smartphone Reading Behaviors. IEEE Access 12: 140223-140234 (2024)
[j87]
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  - journals/access/SanthoshDI24
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Jayasankar Santhosh, Andreas Dengel, Shoya Ishimaru:
Gaze-Driven Adaptive Learning System With ChatGPT-Generated Summaries. IEEE Access 12: 173714-173733 (2024)
[j86]
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  - journals/access/BhattWSDI24
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Ankur Bhatt, Ko Watanabe, Jayasankar Santhosh, Andreas Dengel, Shoya Ishimaru:
Estimating Self-Confidence in Video-Based Learning Using Eye-Tracking and Deep Neural Networks. IEEE Access 12: 192219-192229 (2024)
[j85]
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  - journals/apin/MercierDA24
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Dominique Mercier, Andreas Dengel, Sheraz Ahmed:
From private to public: benchmarking GANs in the context of private time series classification. Appl. Intell. 54(20): 9607-9621 (2024)
[j84]
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  - journals/cbm/GhafoorAIAD24
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Hina Ghafoor, Muhammad Nabeel Asim, Muhammad Ali Ibrahim, Sheraz Ahmed, Andreas Dengel:
CAPTURE: Comprehensive anti-cancer peptide predictor with a unique amino acid sequence encoder. Comput. Biol. Medicine 176: 108538 (2024)
[j83]
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Supreeth Mysore Venkatesh, Antonio Macaluso, Marlon Nuske, Matthias Klusch, Andreas Dengel:
Q-Seg: Quantum Annealing-Based Unsupervised Image Segmentation. IEEE Computer Graphics and Applications 44(5): 27-39 (2024)
[j82]
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  - journals/frai/AbbasiAAVD24
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Ahtisham Fazeel Abbasi, Muhammad Nabeel Asim, Sheraz Ahmed, Sebastian J. Vollmer, Andreas Dengel:
Survival prediction landscape: an in-depth systematic literature review on activities, methods, tools, diseases, and databases. Frontiers Artif. Intell. 7 (2024)
[j81]
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  - journals/frai/SaifullahMLDA24
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Saifullah Saifullah, Dominique Mercier, Adriano Lucieri, Andreas Dengel, Sheraz Ahmed:
The privacy-explainability trade-off: unraveling the impacts of differential privacy and federated learning on attribution methods. Frontiers Artif. Intell. 7 (2024)
[j80]
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  - journals/frai/SaleemAEJD24
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Summra Saleem, Muhammad Nabeel Asim, Ludger van Elst, Markus Junker, Andreas Dengel:
MLR-predictor: a versatile and efficient computational framework for multi-label requirements classification. Frontiers Artif. Intell. 7 (2024)
[j79]
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Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed:
DocXclassifier: towards a robust and interpretable deep neural network for document image classification. Int. J. Document Anal. Recognit. 27(3): 447-473 (2024)
[j78]
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Saifullah Saifullah, Dominique Mercier, Stefan Agne, Andreas Dengel, Sheraz Ahmed:
Towards privacy preserved document image classification: a comprehensive benchmark. Int. J. Document Anal. Recognit. 27(3): 475-499 (2024)
[j77]
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Alexander Günther, Hiba Najjar, Andreas Dengel:
Explainable Multimodal Learning in Remote Sensing: Challenges and Future Directions. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024)
[j76]
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  - journals/nca/MehmoodGAGMD24
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Faiza Mehmood, Hina Ghafoor, Muhammad Nabeel Asim, Muhammad Usman Ghani, Waqar Mahmood, Andreas Dengel:
Passion-Net: a robust precise and explainable predictor for hate speech detection in Roman Urdu text. Neural Comput. Appl. 36(6): 3077-3100 (2024)
[j75]
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Francisco Alejandro Mena, Diego Arenas, Marlon Nuske, Andreas Dengel:
Common Practices and Taxonomy in Deep Multiview Fusion for Remote Sensing Applications. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 4797-4818 (2024)
[c449]
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  - conf/accv/ShimizuWD24
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Dai Shimizu, Ko Watanabe, Andreas Dengel:
Feature Estimation of Global Language Processing in EEG Using Attention Maps. ACCV (2) 2024: 88-103
[c448]
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Ko Watanabe, Andreas Dengel, Shoya Ishimaru:
Metacognition-EnGauge: Real-time Augmentation of Self-and-Group Engagement Levels Understanding by Gauge Interface in Online Meetings. AHs 2024: 301-303
[c447]
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Abdul Hannan Khan, Syed Tahseen Raza Rizvi, Dheeraj Varma Chittari Macharavtu, Andreas Dengel:
oTTC: Object Time-to-Contact for Motion Estimation in Autonomous Driving. DICTA 2024: 343-350
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Syed Tahseen Raza Rizvi, Abdul Hannan Khan, Andreas Dengel:
DTA: Detect Them All for Safe and Reliable Autonomous Driving. DICTA 2024: 382-388
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Pervaiz Iqbal Khan, Andreas Dengel, Sheraz Ahmed:
Improving Medical Image Classification via Representation Fusion and Contrastive Learning. DICTA 2024: 493-499
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Markus Schröder, Jacqueline Krüger, Neda Foroutan, Philipp Horn, Christoph Fricke, Ezgi Delikanli, Heiko Maus, Andreas Dengel:
Towards Cyber Mapping the German Financial System with Knowledge Graphs. ESWC (1) 2024: 270-288
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  - conf/etra/Dembinsky00I24
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David Dembinsky, Ko Watanabe, Andreas Dengel, Shoya Ishimaru:
Eye Movement in a Controlled Dialogue Setting. ETRA 2024: 10:1-10:7
[c442]
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Ryugo Morita, Hitoshi Nishimura, Ko Watanabe, Andreas Dengel, Jinjia Zhou:
Edge-Based Denoising Image Compression. EUSIPCO 2024: 606-610
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Mahta Bakhshizadeh, Christian Jilek, Heiko Maus, Andreas Dengel:
Towards Context-aware Recommender Systems for Supporting Knowledge Workers in Personal and Corporate Information Space. INFORMATIK 2024: 1323-1332
[c440]
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Desiree Heim, Christian Jilek, Adrian Ulges, Andreas Dengel:
Using Large Language Models to Generate Authentic Multi-agent Knowledge Work Datasets. INFORMATIK 2024: 1347-1357
[c439]
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Jean-Francois Nies, Syed Tahseen Raza Rizvi, Mohsin Munir, Ludger van Elst, Andreas Dengel:
Knowledge-Aware Object Detection in Traffic Scenes. ICAART (3) 2024: 617-624
[c438]
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Pervaiz Iqbal Khan, Muhammad Nabeel Asim, Andreas Dengel, Sheraz Ahmed:
A Unique Training Strategy to Enhance Language Models Capabilities for Health Mention Detection from Social Media Content. ICAART (3) 2024: 673-680
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Pervaiz Iqbal Khan, Andreas Dengel, Sheraz Ahmed:
Medi-CAT: Contrastive Adversarial Training for Medical Image Classification. ICAART (3) 2024: 832-839
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Dayananda Herurkar, Federico Raue, Andreas Dengel:
Tab-Distillation: Impacts of Dataset Distillation on Tabular Data For Outlier Detection. ICAIF 2024: 804-812
[c435]
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Nabeel Khalid, Maria Caroprese, Gillian Lovell, Johan Trygg, Andreas Dengel, Sheraz Ahmed:
CellSpot: Deep Learning-Based Efficient Cell Center Detection in Microscopic Images. ICANN (8) 2024: 215-229
[c434]
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Fabian Schmeisser, Andreas Dengel, Sheraz Ahmed:
Point-Based Weakly Supervised 2.5D Cell Segmentation. ICANN (8) 2024: 343-358
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Brian B. Moser, Federico Raue, Andreas Dengel:
A Study in Dataset Pruning for Image Super-Resolution. ICANN (2) 2024: 351-363
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  - conf/icdar/SaifullahADA24
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Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed:
DocXplain: A Novel Model-Agnostic Explainability Method for Document Image Classification. ICDAR (4) 2024: 103-123
[c431]
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  - conf/icdar/HamdaniSADA24
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Syed Jawwad Haider Hamdani, Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed:
Latent Diffusion for Guided Document Table Generation. ICDAR (5) 2024: 368-383
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Nauman Riaz, Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed:
StylusAI: Stylistic Adaptation for Robust German Handwritten Text Generation. ICDAR (2) 2024: 429-444
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  - conf/icpr/NauenPD24
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Tobias Christian Nauen, Sebastian Palacio, Andreas Dengel:
TaylorShift: Shifting the Complexity of Self-attention from Squared to Linear (and Back) Using Taylor-Softmax. ICPR (6) 2024: 1-16
[c428]
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Payal Varshney, Adriano Lucieri, Christoph Balada, Andreas Dengel, Sheraz Ahmed:
Generating Counterfactual Trajectories with Latent Diffusion Models for Concept Discovery. ICPR (12) 2024: 138-153
[c427]
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  - conf/igarss/MenaACND24
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Francisco Alejandro Mena, Diego Arenas, Marcela Charfuelan, Marlon Nuske, Andreas Dengel:
Impact Assessment of Missing Data in Model Predictions for Earth Observation Applications. IGARSS 2024: 967-971
[c426]
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  - conf/igarss/SanchezMCND24
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Cristhian Sanchez, Francisco Alejandro Mena, Marcela Charfuelan, Marlon Nuske, Andreas Dengel:
Assessment of Sentinel-2 Spatial and Temporal Coverage Based on the Scene Classification Layer. IGARSS 2024: 4099-4103
[c425]
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Hiba Najjar, Francisco Alejandro Mena, Marlon Nuske, Andreas Dengel:
Xai-Guided Enhancement of Vegetation Indices for Crop Mapping. IGARSS 2024: 4140-4144
[c424]
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  - conf/igarss/MirandaPND24
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Miro Miranda, Deepak Pathak, Marlon Nuske, Andreas Dengel:
Multi-Modal Fusion Methods with Local Neighborhood Information for Crop Yield Prediction at Field and Subfield Levels. IGARSS 2024: 4307-4311
[c423]
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Brian B. Moser, Stanislav Frolov, Federico Raue, Sebastian Palacio, Andreas Dengel:
Waving Goodbye to Low-Res: A Diffusion-Wavelet Approach for Image Super-Resolution. IJCNN 2024: 1-8
[c422]
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Mahta Bakhshizadeh, Heiko Maus, Andreas Dengel:
Using Semantic-based Adaptive Relevance Prediction to Enhance Entity Recommendation for Personal Knowledge Assistance. KaRS@RecSys 2024: 43-55
[c421]
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  - conf/konvens/ForoutanSD24
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Neda Foroutan, Markus Schröder, Andreas Dengel:
CO-Fun: A German Dataset on Company Outsourcing in Fund Prospectuses for Named Entity Recognition and Relation Extraction. KONVENS 2024: 117-122
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Nabeel Khalid, Maria Caroprese, Gillian Lovell, Daniel A. Porto, Johan Trygg, Andreas Dengel, Sheraz Ahmed:
Bounding Box Is All You Need: Learning to Segment Cells in 2D Microscopic Images via Box Annotations. MIUA (1) 2024: 314-328
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Nabeel Khalid, Mohammadmahdi Koochali, Duway Nicolas Lesmes-Leon, Maria Caroprese, Gillian Lovell, Daniel A. Porto, Johan Trygg, Andreas Dengel, Sheraz Ahmed:
CellGenie: An End-to-End Pipeline for Synthetic Cellular Data Generation and Segmentation: A Use Case for Cell Segmentation in Microscopic Images. MIUA (1) 2024: 387-401
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Fabian Schmeisser, Céline Thomann, Emma Petiot, Gillian Lovell, Maria Caroprese, Andreas Dengel, Sheraz Ahmed:
A Line Is All You Need: Weak Supervision for 2.5D Cell Segmentation. MIUA (1) 2024: 402-416
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Stanislav Frolov, Brian B. Moser, Sebastian Palacio, Andreas Dengel:
ObjBlur: A Curriculum Learning Approach With Progressive Object-Level Blurring for Improved Layout-to-Image Generation. ACM Multimedia 2024: 10621-10629
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  - conf/qce/VenkateshMNKD24
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Supreeth Mysore Venkatesh, Antonio Macaluso, Marlon Nuske, Matthias Klusch, Andreas Dengel:
Quantum Annealing-Based Algorithm for Efficient Coalition Formation Among LEO Satellites. QCE 2024: 205-210
[c415]
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Supreeth Mysore Venkatesh, Antonio Macaluso, Marlon Nuske, Matthias Klusch, Andreas Dengel:
Qubit-Efficient Variational Quantum Algorithms for Image Segmentation. QCE 2024: 450-456
[c414]
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Mahta Bakhshizadeh, Heiko Maus, Andreas Dengel:
Context-based Entity Recommendation for Knowledge Workers: Establishing a Benchmark on Real-life Data. RecSys 2024: 654-659
[c413]
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Christiano Couto Gava, Yunmin Cho, Federico Raue, Sebastian Palacio, Alain Pagani, Andreas Dengel:
SphereCraft: A Dataset for Spherical Keypoint Detection, Matching and Camera Pose Estimation. WACV 2024: 4396-4405
[i160]
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  - journals/corr/abs-2401-00736
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Brian B. Moser, Arundhati S. Shanbhag, Federico Raue, Stanislav Frolov, Sebastian Palacio, Andreas Dengel:
Diffusion Models, Image Super-Resolution And Everything: A Survey. CoRR abs/2401.00736 (2024)
[i159]
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  - journals/corr/abs-2401-11844
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Francisco Alejandro Mena, Deepak Pathak, Hiba Najjar, Cristhian Sanchez, Patrick Helber, Benjamin Bischke, Peter Habelitz, Miro Miranda, Jayanth Siddamsetty, Marlon Nuske, Marcela Charfuelan, Diego Arenas, Michaela Vollmer, Andreas Dengel:
Adaptive Fusion of Multi-view Remote Sensing data for Optimal Sub-field Crop Yield Prediction. CoRR abs/2401.11844 (2024)
[i158]
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  - journals/corr/abs-2402-00128
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Abdul Hannan Khan, Syed Tahseen Raza Rizvi, Andreas Dengel:
Real-time Traffic Object Detection for Autonomous Driving. CoRR abs/2402.00128 (2024)
[i157]
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  - journals/corr/abs-2402-11093
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Johannes Bayer, Leo van Waveren, Andreas Dengel:
Modular Graph Extraction for Handwritten Circuit Diagram Images. CoRR abs/2402.11093 (2024)
[i156]
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  - journals/corr/abs-2402-13791
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Adrian Höhl, Ivica Obadic, Miguel-Ángel Fernández-Torres, Hiba Najjar, Dário A. B. Oliveira, Zeynep Akata, Andreas Dengel, Xiao Xiang Zhu:
Opening the Black-Box: A Systematic Review on Explainable AI in Remote Sensing. CoRR abs/2402.13791 (2024)
[i155]
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  - journals/corr/abs-2403-02920
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Tobias Christian Nauen, Sebastian Palacio, Andreas Dengel:
TaylorShift: Shifting the Complexity of Self-Attention from Squared to Linear (and Back) using Taylor-Softmax. CoRR abs/2403.02920 (2024)
[i154]
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  - journals/corr/abs-2403-03881
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Brian B. Moser, Federico Raue, Sebastian Palacio, Stanislav Frolov, Andreas Dengel:
Latent Dataset Distillation with Diffusion Models. CoRR abs/2403.03881 (2024)
[i153]
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  - journals/corr/abs-2403-14297
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Francisco Alejandro Mena, Diego Arenas, Marcela Charfuelan, Marlon Nuske, Andreas Dengel:
Impact Assessment of Missing Data in Model Predictions for Earth Observation Applications. CoRR abs/2403.14297 (2024)
[i152]
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  - journals/corr/abs-2403-15322
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Neda Foroutan, Markus Schröder, Andreas Dengel:
CO-Fun: A German Dataset on Company Outsourcing in Fund Prospectuses for Named Entity Recognition and Relation Extraction. CoRR abs/2403.15322 (2024)
[i151]
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  - journals/corr/abs-2403-16582
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Francisco Alejandro Mena, Diego Arenas, Andreas Dengel:
In the Search for Optimal Multi-view Learning Models for Crop Classification with Global Remote Sensing Data. CoRR abs/2403.16582 (2024)
[i150]
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  - journals/corr/abs-2403-17083
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Brian B. Moser, Federico Raue, Andreas Dengel:
A Study in Dataset Pruning for Image Super-Resolution. CoRR abs/2403.17083 (2024)
[i149]
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  - journals/corr/abs-2404-07564
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Stanislav Frolov, Brian B. Moser, Sebastian Palacio, Andreas Dengel:
ObjBlur: A Curriculum Learning Approach With Progressive Object-Level Blurring for Improved Layout-to-Image Generation. CoRR abs/2404.07564 (2024)
[i148]
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  - journals/corr/abs-2404-10356
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Payal Varshney, Adriano Lucieri, Christoph Balada, Andreas Dengel, Sheraz Ahmed:
Generating Counterfactual Trajectories with Latent Diffusion Models for Concept Discovery. CoRR abs/2404.10356 (2024)
[i147]
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  - journals/corr/abs-2404-10505
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Mahta Bakhshizadeh, Christian Jilek, Markus Schröder, Heiko Maus, Andreas Dengel:
Data Collection of Real-Life Knowledge Work in Context: The RLKWiC Dataset. CoRR abs/2404.10505 (2024)
[i146]
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  - journals/corr/abs-2404-14933
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Dayananda Herurkar, Sebastian Palacio, Ahmed Anwar, Jörn Hees, Andreas Dengel:
Fin-Fed-OD: Federated Outlier Detection on Financial Tabular Data. CoRR abs/2404.14933 (2024)
[i145]
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  - journals/corr/abs-2404-17670
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Brian B. Moser, Ahmed Anwar, Federico Raue, Stanislav Frolov, Andreas Dengel:
Federated Learning for Blind Image Super-Resolution. CoRR abs/2404.17670 (2024)
[i144]
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  - journals/corr/abs-2405-01597
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Pervaiz Iqbal Khan, Andreas Dengel, Sheraz Ahmed:
Improving Disease Detection from Social Media Text via Self-Augmentation and Contrastive Learning. CoRR abs/2405.01597 (2024)
[i143]
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Alireza Koochali, Ensiye Tahaei, Andreas Dengel, Sheraz Ahmed:
VAEneu: A New Avenue for VAE Application on Probabilistic Forecasting. CoRR abs/2405.04252 (2024)
[i142]
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Abdul Hannan Khan, Syed Tahseen Raza Rizvi, Dheeraj Varma Chittari Macharavtu, Andreas Dengel:
oTTC: Object Time-to-Contact for Motion Estimation in Autonomous Driving. CoRR abs/2405.07698 (2024)
[i141]
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Supreeth Mysore Venkatesh, Antonio Macaluso, Marlon Nuske, Matthias Klusch, Andreas Dengel:
Qubit-efficient Variational Quantum Algorithms for Image Segmentation. CoRR abs/2405.14405 (2024)
[i140]
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Cristhian Sanchez, Francisco Alejandro Mena, Marcela Charfuelan, Marlon Nuske, Andreas Dengel:
Assessment of Sentinel-2 spatial and temporal coverage based on the scene classification layer. CoRR abs/2406.18584 (2024)
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Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed:
DocXplain: A Novel Model-Agnostic Explainability Method for Document Image Classification. CoRR abs/2407.03830 (2024)
[i138]
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Hiba Najjar, Miro Miranda, Marlon Nuske, Ribana Roscher, Andreas Dengel:
Explainability of Sub-Field Level Crop Yield Prediction using Remote Sensing. CoRR abs/2407.08274 (2024)
[i137]
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Hiba Najjar, Francisco Alejandro Mena, Marlon Nuske, Andreas Dengel:
XAI-Guided Enhancement of Vegetation Indices for Crop Mapping. CoRR abs/2407.08298 (2024)
[i136]
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Vijul Shah, Ko Watanabe, Brian B. Moser, Andreas Dengel:
EyeDentify: A Dataset for Pupil Diameter Estimation based on Webcam Images. CoRR abs/2407.11204 (2024)
[i135]
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Stanislav Frolov, Brian B. Moser, Andreas Dengel:
SpotDiffusion: A Fast Approach For Seamless Panorama Generation Over Time. CoRR abs/2407.15507 (2024)
[i134]
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Francisco Alejandro Mena, Diego Arenas, Andreas Dengel:
Increasing the Robustness of Model Predictions to Missing Sensors in Earth Observation. CoRR abs/2407.15512 (2024)
[i133]
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Nauman Riaz, Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed:
StylusAI: Stylistic Adaptation for Robust German Handwritten Text Generation. CoRR abs/2407.15608 (2024)
[i132]
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Ahmed Anwar, Brian B. Moser, Dayananda Herurkar, Federico Raue, Vinit Hegiste, Tatjana Legler, Andreas Dengel:
FedAD-Bench: A Unified Benchmark for Federated Unsupervised Anomaly Detection in Tabular Data. CoRR abs/2408.04442 (2024)
[i131]
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Supreeth Mysore Venkatesh, Antonio Macaluso, Marlon Nuske, Matthias Klusch, Andreas Dengel:
Quantum Annealing-Based Algorithm for Efficient Coalition Formation Among LEO Satellites. CoRR abs/2408.06007 (2024)
[i130]
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Syed Jawwad Haider Hamdani, Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed:
Latent Diffusion for Guided Document Table Generation. CoRR abs/2408.09800 (2024)
[i129]
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  - journals/corr/abs-2408-10397
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Vijul Shah, Brian B. Moser, Ko Watanabe, Andreas Dengel:
Webcam-based Pupil Diameter Prediction Benefits from Upscaling. CoRR abs/2408.10397 (2024)
[i128]
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Hiba Najjar, Marlon Nuske, Andreas Dengel:
Data-Centric Machine Learning for Earth Observation: Necessary and Sufficient Features. CoRR abs/2408.11384 (2024)
[i127]
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  - journals/corr/abs-2409-04286
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Desiree Heim, Christian Jilek, Adrian Ulges, Andreas Dengel:
Using Large Language Models to Generate Authentic Multi-agent Knowledge Work Datasets. CoRR abs/2409.04286 (2024)
[i126]
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Ryugo Morita, Hitoshi Nishimura, Ko Watanabe, Andreas Dengel, Jinjia Zhou:
Edge-based Denoising Image Compression. CoRR abs/2409.10978 (2024)
[i125]
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Dai Shimizu, Ko Watanabe, Andreas Dengel:
Feature Estimation of Global Language Processing in EEG Using Attention Maps. CoRR abs/2409.19174 (2024)
[i124]
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  - journals/corr/abs-2411-10231
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Sanath Budakegowdanadoddi Nagaraju, Brian B. Moser, Tobias Christian Nauen, Stanislav Frolov, Federico Raue, Andreas Dengel:
A Low-Resolution Image is Worth 1x1 Words: Enabling Fine Image Super-Resolution with Transformers and TaylorShift. CoRR abs/2411.10231 (2024)
[i123]
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Brian B. Moser, Stanislav Frolov, Tobias Christian Nauen, Federico Raue, Andreas Dengel:
Zoomed In, Diffused Out: Towards Local Degradation-Aware Multi-Diffusion for Extreme Image Super-Resolution. CoRR abs/2411.12072 (2024)
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Arundhati S. Shanbhag, Brian B. Moser, Tobias Christian Nauen, Stanislav Frolov, Federico Raue, Andreas Dengel:
Just Leaf It: Accelerating Diffusion Classifiers with Hierarchical Class Pruning. CoRR abs/2411.12073 (2024)
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  - journals/corr/abs-2411-12115
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Brian B. Moser, Federico Raue, Tobias Christian Nauen, Stanislav Frolov, Andreas Dengel:
Distill the Best, Ignore the Rest: Improving Dataset Distillation with Loss-Value-Based Pruning. CoRR abs/2411.12115 (2024)
[i120]
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Ryugo Morita, Stanislav Frolov, Brian B. Moser, Takahiro Shirakawa, Ko Watanabe, Andreas Dengel, Jinjia Zhou:
TKG-DM: Training-free Chroma Key Content Generation Diffusion Model. CoRR abs/2411.15580 (2024)
[i119]
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  - journals/corr/abs-2412-00959
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Summra Saleem, Muhammad Nabeel Asim, Ludger van Elst, Andreas Dengel:
Generative Language Models Potential for Requirement Engineering Applications: Insights into Current Strengths and Limitations. CoRR abs/2412.00959 (2024)
[i118]
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Summra Saleem, Muhammad Nabeel Asim, Andreas Dengel:
PassionNet: An Innovative Framework for Duplicate and Conflicting Requirements Identification. CoRR abs/2412.01657 (2024)
[i117]
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Umar Khan, Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed:
WordVIS: A Color Worth A Thousand Words. CoRR abs/2412.10155 (2024)
2023
[j74]
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Ko Watanabe, Tanuja Sathyanarayana, Andreas Dengel, Shoya Ishimaru:
EnGauge: Engagement Gauge of Meeting Participants Estimated by Facial Expression and Deep Neural Network. IEEE Access 11: 52886-52898 (2023)
[j73]
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  - journals/apin/KoochaliWTSDA23
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Alireza Koochali, Maria Walch, Sankrutyayan Thota, Peter Schichtel, Andreas Dengel, Sheraz Ahmed:
Quantifying quality of class-conditional generative models in time series domain. Appl. Intell. 53(20): 24530-24550 (2023)
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Muhammad Nabeel Asim, Muhammad Ali Ibrahim, Ahtisham Fazeel, Andreas Dengel, Sheraz Ahmed:
DNA-MP: a generalized DNA modifications predictor for multiple species based on powerful sequence encoding method. Briefings Bioinform. 24(1) (2023)
[j71]
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Adriano Lucieri, Andreas Dengel, Sheraz Ahmed:
Translating theory into practice: assessing the privacy implications of concept-based explanations for biomedical AI. Frontiers Bioinform. 3 (2023)
[j70]
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  - journals/ijdar/SaifullahADA23
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Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed:
Analyzing the potential of active learning for document image classification. Int. J. Document Anal. Recognit. 26(3): 187-209 (2023)
[j69]
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Summra Saleem, Muhammad Nabeel Asim, Ludger van Elst, Andreas Dengel:
FNReq-Net: A hybrid computational framework for functional and non-functional requirements classification. J. King Saud Univ. Comput. Inf. Sci. 35(8): 101665 (2023)
[j68]
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Brian B. Moser, Federico Raue, Stanislav Frolov, Sebastian Palacio, Jörn Hees, Andreas Dengel:
Hitchhiker's Guide to Super-Resolution: Introduction and Recent Advances. IEEE Trans. Pattern Anal. Mach. Intell. 45(8): 9862-9882 (2023)
[j67]
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Syed Tahseen Raza Rizvi, Sheraz Ahmed, Andreas Dengel:
ACE 2.0: A Comprehensive tool for automatic extraction, analysis, and digital profiling of the researchers in Scientific Communities. Soc. Netw. Anal. Min. 13(1): 81 (2023)
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Faiza Mehmood, Rehab Shahzadi, Hina Ghafoor, Muhammad Nabeel Asim, Muhammad Usman Ghani, Waqar Mahmood, Andreas Dengel:
EnML: Multi-label Ensemble Learning for Urdu Text Classification. ACM Trans. Asian Low Resour. Lang. Inf. Process. 22(9): 227:1-227:31 (2023)
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Pervaiz Iqbal Khan, Imran Razzak, Andreas Dengel, Sheraz Ahmed:
Performance Comparison of Transformer-Based Models on Twitter Health Mention Classification. IEEE Trans. Comput. Soc. Syst. 10(3): 1140-1149 (2023)
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Ahtisham Fazeel, Areeb Agha, Andreas Dengel, Sheraz Ahmed:
NP-BERT: A Two-Staged BERT Based Nucleosome Positioning Prediction Architecture for Multiple Species. BIOINFORMATICS 2023: 175-187
[c411]
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Abdul Hannan Khan, Mohammed Shariq Nawaz, Andreas Dengel:
Localized Semantic Feature Mixers for Efficient Pedestrian Detection in Autonomous Driving. CVPR 2023: 5476-5485
[c410]
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Christiano Couto Gava, Vishal Mukunda, Tewodros Habtegebrial, Federico Raue, Sebastian Palacio, Andreas Dengel:
SphereGlue: Learning Keypoint Matching on High Resolution Spherical Images. CVPR Workshops 2023: 6134-6144
[c409]
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  - conf/delta2/PatilB023
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Jaikrishna Manojkumar Patil, Johannes Bayer, Andreas Dengel:
Graph Neural Networks for Circuit Diagram Pattern Generation. DeLTA 2023: 351-369
[c408]
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  - conf/huc/Watanabe0I23
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Ko Watanabe, Andreas Dengel, Shoya Ishimaru:
Accelerating Knowledge Transfer by Sensing and Actuating Social-Cognitive States. UbiComp/ISWC Adjunct 2023: 258-262
[c407]
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Pervaiz Iqbal Khan, Andreas Dengel, Sheraz Ahmed:
Randout-KD: Finetuning Foundation Models for Text Classification via Random Noise and Knowledge Distillation. ICAART (3) 2023: 457-465
[c406]
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  - conf/icann/ChatthaMDA23
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Muhammad Ali Chattha, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed:
Knowledge Forcing: Fusing Knowledge-Driven Approaches with LSTM for Time Series Forecasting. ICANN (6) 2023: 206-217
[c405]
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Brian B. Moser, Stanislav Frolov, Federico Raue, Sebastian Palacio, Andreas Dengel:
DWA: Differential Wavelet Amplifier for Image Super-Resolution. ICANN (2) 2023: 232-243
[c404]
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Nabeel Khalid, Tiago Comassetto Fróes, Maria Caroprese, Gillian Lovell, Johan Trygg, Andreas Dengel, Sheraz Ahmed:
PACE: Point Annotation-Based Cell Segmentation for Efficient Microscopic Image Analysis. ICANN (2) 2023: 545-557
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Johannes Bayer, Shabi Haider Turabi, Andreas Dengel:
Text Extraction for Handwritten Circuit Diagram Images. ICDAR Workshops (1) 2023: 192-198
[c402]
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Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed:
ColDBin: Cold Diffusion for Document Image Binarization. ICDAR (5) 2023: 207-226
[c401]
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  - conf/icpram/DembinskyARHP023
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David Dembinsky, Fatemeh Azimi, Federico Raue, Jörn Hees, Sebastian Palacio, Andreas Dengel:
Sequential Spatial Transformer Networks for Salient Object Classification. ICPRAM 2023: 328-335
[c400]
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Johannes Bayer, Amit Kumar Roy, Andreas Dengel:
Instance Segmentation Based Graph Extraction for Handwritten Circuit Diagram Images. ICPRAM 2023: 926-931
[c399]
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Takashi Miyamoto, Marco Stricker, Jun Ogishima, Kevin Iselborn, Marlon Nuske, Andreas Dengel:
Effect Of Terrain Information On Multimodal Deep Learning For Flood Disaster Detection. IGARSS 2023: 448-451
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Patrick Helber, Benjamin Bischke, Peter Habelitz, Cristhian Sanchez, Deepak Pathak, Miro Miranda, Hiba Najjar, Francisco Alejandro Mena, Jayanth Siddamsetty, Diego Arenas, Michaela Vollmer, Marcela Charfuelan, Marlon Nuske, Andreas Dengel:
Crop Yield Prediction: An Operational Approach to Crop Yield Modeling on Field and Subfield Level with Machine Learning Models. IGARSS 2023: 2763-2766
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Deepak Pathak, Miro Miranda, Francisco Alejandro Mena, Cristhian Sanchez, Patrick Helber, Benjamin Bischke, Peter Habelitz, Hiba Najjar, Jayanth Siddamsetty, Diego Arenas, Michaela Vollmer, Marcela Charfuelan, Marlon Nuske, Andreas Dengel:
Predicting Crop Yield with Machine Learning: An Extensive Analysis of Input Modalities and Models on a Field and Sub-Field Level. IGARSS 2023: 2767-2770
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Cristhian Sanchez, Deepak Pathak, Miro Miranda, Marcela Charfuelan, Patrick Helber, Marlon Nuske, Benjamin Bischke, Peter Habelitz, Nafisur Rahman, Francisco Alejandro Mena, Hiba Najjar, Jayanth Siddamsetty, Diego Arenas, Michaela Vollmer, Andreas Dengel:
Influence of Data Cleaning Techniques on Sub-Field Yield Predictions. IGARSS 2023: 4852-4855
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Hiba Najjar, Patrick Helber, Benjamin Bischke, Peter Habelitz, Cristhian Sanchez, Francisco Alejandro Mena, Miro Miranda, Deepak Pathak, Jayanth Siddamsetty, Diego Arenas, Michaela Vollmer, Marcela Charfuelan, Marlon Nuske, Andreas Dengel:
Feature Attribution Methods for Multivariate Time-Series Explainability in Remote Sensing. IGARSS 2023: 5014-5017
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Francisco Alejandro Mena, Diego Arenas, Marlon Nuske, Andreas Dengel:
A Comparative Assessment of Multi-View Fusion Learning For Crop Classification. IGARSS 2023: 5631-5634
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Marco Stricker, Takashi Miyamoto, Kevin Iselborn, Marlon Nuske, Andreas Dengel:
Fusing Digital Elevation Maps with Satellite Imagery for Flood Mapping. IGARSS 2023: 6290-6293
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Dayananda Herurkar, Timur Sattarov, Jörn Hees, Sebastian Palacio, Federico Raue, Andreas Dengel:
Cross-Domain Transformation for Outlier Detection on Tabular Datasets. IJCNN 2023: 1-8
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Andrew Vargo, Benjamin Tag, Mathilde Hutin, Victoria Abou Khalil, Shoya Ishimaru, Olivier Augereau, Tilman Dingler, Motoi Iwata, Koichi Kise, Laurence Devillers, Andreas Dengel:
Intelligence Augmentation: Future Directions and Ethical Implications in HCI. INTERACT (4) 2023: 644-649
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Ahtisham Fazeel Abbasi, Muhammad Nabeel Asim, Johan Trygg, Andreas Dengel, Sheraz Ahmed:
Deep Learning Architectures for the Prediction of YY1-Mediated Chromatin Loops. ISBRA 2023: 72-84
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Viktor Eisenstadt, Jessica Bielski, Christoph Langenhan, Klaus-Dieter Althoff, Andreas Dengel:
A Feature-wise Comparative Assessment of the CBR-based Methodologies FLEA and SEASALT. LWDA 2023: 339-346
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Christoph Balada, Max Bondorf, Sheraz Ahmed, Andreas Dengel, Markus Zdrallek:
FiN-2: Larg-Scale Powerline Communication Dataset (Pt.1). Zenodo, 2023
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Christoph Balada, Max Bondorf, Sheraz Ahmed, Andreas Dengel, Markus Zdrallek:
FiN-2: Larg-Scale Powerline Communication Dataset (Pt.2). Zenodo, 2023
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Christoph Balada, Max Bondorf, Sheraz Ahmed, Andreas Dengel, Markus Zdrallek:
FiN-2: Larg-Scale Powerline Communication Dataset (Pt.3). Zenodo, 2023
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Christoph Balada, Max Bondorf, Sheraz Ahmed, Andreas Dengel, Markus Zdrallek:
FiN-2: Larg-Scale Powerline Communication Dataset (Pt.4). Zenodo, 2023
[d18]
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Viktor Eisenstadt, Jessica Bielski, Christoph Langenhan, Ozan Karaali, Klaus-Dieter Althoff, Andreas Dengel:
link-prediction. Version v1.1.0. Zenodo, 2023 [all versions]
[d17]
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Viktor Eisenstadt, Jessica Bielski, Christoph Langenhan, Ozan Karaali, Klaus-Dieter Althoff, Andreas Dengel:
link-prediction. Version v1.2.0. Zenodo, 2023 [all versions]
[d16]
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Viktor Eisenstadt, Jessica Bielski, Christoph Langenhan, Ozan Karaali, Klaus-Dieter Althoff, Andreas Dengel:
link-prediction. Version v1.2.1. Zenodo, 2023 [all versions]
[d15]
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  - data/10/ThomaBLD23
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Felix Thoma, Johannes Bayer, Yakun Li, Andreas Dengel:
A Public Ground-Truth Dataset for Handwritten Circuit Diagram Images. Version 8. Zenodo, 2023 [all versions]
[d14]
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Felix Thoma, Johannes Bayer, Yakun Li, Andreas Dengel:
A Public Ground-Truth Dataset for Handwritten Circuit Diagram Images. Version 7. Zenodo, 2023 [all versions]
[d13]
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Felix Thoma, Johannes Bayer, Yakun Li, Andreas Dengel:
A Public Ground-Truth Dataset for Handwritten Circuit Diagram Images. Version 9. Zenodo, 2023 [all versions]
[d12]
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Felix Thoma, Johannes Bayer, Yakun Li, Andreas Dengel:
A Public Ground-Truth Dataset for Handwritten Circuit Diagram Images. Version 10. Zenodo, 2023 [all versions]
[d11]
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Felix Thoma, Johannes Bayer, Yakun Li, Andreas Dengel:
A Public Ground-Truth Dataset for Handwritten Circuit Diagram Images. Version 11. Zenodo, 2023 [all versions]
[d10]
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Felix Thoma, Johannes Bayer, Yakun Li, Andreas Dengel:
A Public Ground-Truth Dataset for Handwritten Circuit Diagram Images. Version 12. Zenodo, 2023 [all versions]
[d9]
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Felix Thoma, Johannes Bayer, Yakun Li, Andreas Dengel:
A Public Ground-Truth Dataset for Handwritten Circuit Diagram Images. Version 13. Zenodo, 2023 [all versions]
[i116]
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  - journals/corr/abs-2301-01200
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Francisco Alejandro Mena, Diego Arenas, Marlon Nuske, Andreas Dengel:
Common Practices and Taxonomy in Deep Multi-view Fusion for Remote Sensing Applications. CoRR abs/2301.01200 (2023)
[i115]
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Johannes Bayer, Amit Kumar Roy, Andreas Dengel:
Instance Segmentation Based Graph Extraction for Handwritten Circuit Diagram Images. CoRR abs/2301.03155 (2023)
[i114]
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  - journals/corr/abs-2301-13733
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Amin E. Bakhshipour, Alireza Koochali, Ulrich Dittmer, Ali Haghighi, Sheraz Ahmed, Andreas Dengel:
A Bayesian Generative Adversarial Network (GAN) to Generate Synthetic Time-Series Data, Application in Combined Sewer Flow Prediction. CoRR abs/2301.13733 (2023)
[i113]
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  - journals/corr/abs-2303-00691
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Kevin Iselborn, Marco Stricker, Takashi Miyamoto, Marlon Nuske, Andreas Dengel:
On the Importance of Feature Representation for Flood Mapping using Classical Machine Learning Approaches. CoRR abs/2303.00691 (2023)
[i112]
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  - journals/corr/abs-2303-15916
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Dominique Mercier, Andreas Dengel, Sheraz Ahmed:
From Private to Public: Benchmarking GANs in the Context of Private Time Series Classification. CoRR abs/2303.15916 (2023)
[i111]
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  - journals/corr/abs-2304-01994
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Brian B. Moser, Stanislav Frolov, Federico Raue, Sebastian Palacio, Andreas Dengel:
Waving Goodbye to Low-Res: A Diffusion-Wavelet Approach for Image Super-Resolution. CoRR abs/2304.01994 (2023)
[i110]
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  - journals/corr/abs-2304-05838
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Brian B. Moser, Federico Raue, Jörn Hees, Andreas Dengel:
DartsReNet: Exploring new RNN cells in ReNet architectures. CoRR abs/2304.05838 (2023)
[i109]
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  - journals/corr/abs-2307-04593
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Brian B. Moser, Stanislav Frolov, Federico Raue, Sebastian Palacio, Andreas Dengel:
DWA: Differential Wavelet Amplifier for Image Super-Resolution. CoRR abs/2307.04593 (2023)
[i108]
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  - journals/corr/abs-2308-01732
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Christian Jilek, Markus Schröder, Heiko Maus, Sven Schwarz, Andreas Dengel:
Towards Self-organizing Personal Knowledge Assistants in Evolving Corporate Memories. CoRR abs/2308.01732 (2023)
[i107]
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  - journals/corr/abs-2308-05407
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Francisco Alejandro Mena, Diego Arenas, Marlon Nuske, Andreas Dengel:
A Comparative Assessment of Multi-view fusion learning for Crop Classification. CoRR abs/2308.05407 (2023)
[i106]
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  - journals/corr/abs-2308-07977
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Brian B. Moser, Stanislav Frolov, Federico Raue, Sebastian Palacio, Andreas Dengel:
YODA: You Only Diffuse Areas. An Area-Masked Diffusion Approach For Image Super-Resolution. CoRR abs/2308.07977 (2023)
[i105]
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  - journals/corr/abs-2308-08948
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Deepak Pathak, Miro Miranda, Francisco Alejandro Mena, Cristhian Sanchez, Patrick Helber, Benjamin Bischke, Peter Habelitz, Hiba Najjar, Jayanth Siddamsetty, Diego Arenas, Michaela Vollmer, Marcela Charfuelan, Marlon Nuske, Andreas Dengel:
Predicting Crop Yield With Machine Learning: An Extensive Analysis Of Input Modalities And Models On a Field and sub-field Level. CoRR abs/2308.08948 (2023)
[i104]
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  - journals/corr/abs-2308-09372
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Tobias Christian Nauen, Sebastian Palacio, Andreas Dengel:
Which Transformer to Favor: A Comparative Analysis of Efficiency in Vision Transformers. CoRR abs/2308.09372 (2023)
[i103]
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  - journals/corr/abs-2310-03777
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Saifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed:
PrIeD-KIE: Towards Privacy Preserved Document Key Information Extraction. CoRR abs/2310.03777 (2023)
[i102]
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  - journals/corr/abs-2310-19057
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Pervaiz Iqbal Khan, Muhammad Nabeel Asim, Andreas Dengel, Sheraz Ahmed:
A Unique Training Strategy to Enhance Language Models Capabilities for Health Mention Detection from Social Media Content. CoRR abs/2310.19057 (2023)
[i101]
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  - journals/corr/abs-2311-00154
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Pervaiz Iqbal Khan, Andreas Dengel, Sheraz Ahmed:
Medi-CAT: Contrastive Adversarial Training for Medical Image Classification. CoRR abs/2311.00154 (2023)
[i100]
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  - journals/corr/abs-2311-12912
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Supreeth Mysore Venkatesh, Antonio Macaluso, Marlon Nuske, Matthias Klusch, Andreas Dengel:
Q-Seg: Quantum Annealing-based Unsupervised Image Segmentation. CoRR abs/2311.12912 (2023)
[i99]
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  - journals/corr/abs-2312-12946
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Hamidreza Gholamrezaei, Alireza Koochali, Andreas Dengel, Sheraz Ahmed:
Class Conditional Time Series Generation with Structured Noise Space GAN. CoRR abs/2312.12946 (2023)
2022
[j64]
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Pervaiz Iqbal Khan, Shoaib Ahmed Siddiqui, Imran Razzak, Andreas Dengel, Sheraz Ahmed:
Improving Health Mention Classification of Social Media Content Using Contrastive Adversarial Training. IEEE Access 10: 87900-87910 (2022)
[j63]
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Adriano Lucieri, Muhammad Naseer Bajwa, Stephan Alexander Braun, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed:
ExAID: A multimodal explanation framework for computer-aided diagnosis of skin lesions. Comput. Methods Programs Biomed. 215: 106620 (2022)
[j62]
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Shishir Muralidhara, Adriano Lucieri, Andreas Dengel, Sheraz Ahmed:
Holistic multi-class classification & grading of diabetic foot ulcerations from plantar thermal images using deep learning. Health Inf. Sci. Syst. 10(1): 21 (2022)
[j61]
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  - journals/nca/StrickerADA22
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Marco Stricker, Muhammad Nabeel Asim, Andreas Dengel, Sheraz Ahmed:
CircNet: an encoder-decoder-based convolution neural network (CNN) for circular RNA identification. Neural Comput. Appl. 34(14): 11441-11452 (2022)
[j60]
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  - journals/sensors/MercierDA22
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Dominique Mercier, Andreas Dengel, Sheraz Ahmed:
TimeREISE: Time Series Randomized Evolving Input Sample Explanation. Sensors 22(11): 4084 (2022)
[j59]
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Dominique Mercier, Adriano Lucieri, Mohsin Munir, Andreas Dengel, Sheraz Ahmed:
PPML-TSA: A modular privacy-preserving time series classification framework. Softw. Impacts 12: 100286 (2022)
[j58]
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Dominique Mercier, Adriano Lucieri, Mohsin Munir, Andreas Dengel, Sheraz Ahmed:
Evaluating Privacy-Preserving Machine Learning in Critical Infrastructures: A Case Study on Time-Series Classification. IEEE Trans. Ind. Informatics 18(11): 7834-7842 (2022)
[c388]
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Shailza Jolly, Zi Xuan Zhang, Andreas Dengel, Lili Mou:
Search and Learn: Improving Semantic Coverage for Data-to-Text Generation. AAAI 2022: 10858-10866
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Nabeel Khalid, Mohammadmahdi Koochali, Vikas Rajashekar, Mohsin Munir, Christoffer Edlund, Timothy R. Jackson, Johan Trygg, Rickard Sjögren, Andreas Dengel, Sheraz Ahmed:
DeepMuCS: A Framework for Co-culture Microscopic Image Analysis: From Generation to Segmentation. BHI 2022: 1-4
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Brian B. Moser, Federico Raue, Jörn Hees, Andreas Dengel:
Less is More: Proxy Datasets in NAS approaches. CVPR Workshops 2022: 1952-1960
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Johannes Bayer, Mina Karami Zadeh, Markus Schröder, Andreas Dengel:
Functional Component Descriptions for Electrical Circuits based on Semantic Technology Reasoning. DATA 2022: 528-532
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Markus Schröder, Christian Jilek, Andreas Dengel:
A Human-in-the-Loop Approach for Personal Knowledge Graph Construction from File Names. KGCW@ESWC 2022
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Andrew Vargo, Victoria Abou Khalil, Shoya Ishimaru, Benjamin Tag, Mathilde Hutin, Andreas Dengel, Laurence Devillers, Koichi Kise:
Delivering Sensing Technologies for Education and Learning. UbiComp/ISWC Adjunct 2022: 263-266
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Haruki Suzawa, Ko Watanabe, Masakazu Iwamura, Koichi Kise, Andreas Dengel, Shoya Ishimaru:
Supporting Smooth Interruption in a Video Conference by Dynamically Changing Background Music Depending on the Amount of Utterance. UbiComp/ISWC Adjunct 2022: 299-302
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Andrew Vargo, Motoi Iwata, Mathilde Hutin, Sofiya Kobylyanskaya, Ioana Vasilescu, Olivier Augereau, Ko Watanabe, Shoya Ishimaru, Benjamin Tag, Tilman Dingler, Koichi Kise, Laurence Devillers, Andreas Dengel:
Learning Cyclotron: An Ecosystem of Knowledge Circulation. UbiComp/ISWC Adjunct 2022: 308-312
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Kanta Yamaoka, Ko Watanabe, Koichi Kise, Andreas Dengel, Shoya Ishimaru:
Experience is the Best Teacher: Personalized Vocabulary Building Within the Context of Instagram Posts and Sentences from GPT-3. UbiComp/ISWC Adjunct 2022: 313-316
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Michael Schulze, Michelle Pelzer, Markus Schröder, Christian Jilek, Heiko Maus, Andreas Dengel:
Towards Knowledge Graph Based Services in Accounting Use Cases. SEMANTiCS (Posters & Demos) 2022
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Dominique Mercier, Jwalin Bhatt, Andreas Dengel, Sheraz Ahmed:
Time to Focus: A Comprehensive Benchmark using Time Series Attribution Methods. ICAART (2) 2022: 562-573
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Pervaiz Iqbal Khan, Imran Razzak, Andreas Dengel, Sheraz Ahmed:
A Novel Approach to Train Diverse Types of Language Models for Health Mention Classification of Tweets. ICANN (2) 2022: 136-147
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Stanislav Frolov, Prateek Bansal, Jörn Hees, Andreas Dengel:
DT2I: Dense Text-to-Image Generation from Region Descriptions. ICANN (2) 2022: 395-406
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Andrey Guzhov, Federico Raue, Jörn Hees, Andreas Dengel:
Audioclip: Extending Clip to Image, Text and Audio. ICASSP 2022: 976-980
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Saifullah Saifullah, Shoaib Ahmed Siddiqui, Stefan Agne, Andreas Dengel, Sheraz Ahmed:
Are Deep Models Robust against Real Distortions? A Case Study on Document Image Classification. ICPR 2022: 1628-1635
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Abdul Hannan Khan, Mohsin Munir, Ludger van Elst, Andreas Dengel:
F2DNet: Fast Focal Detection Network for Pedestrian Detection. ICPR 2022: 4658-4664
[c372]
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Desiree Heim, Christian Jilek, Heiko Maus, Andreas Dengel:
A Retrospective Context Mining Approach For Bootstrapping Personal Knowledge Assistants. LWDA 2022: 246-257
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Adriano Lucieri, Fabian Schmeisser, Christoph Peter Balada, Shoaib Ahmed Siddiqui, Andreas Dengel, Sheraz Ahmed:
Revisiting the Shape-Bias of Deep Learning for Dermoscopic Skin Lesion Classification. MIUA 2022: 46-61
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Nabeel Khalid, Fabian Schmeisser, Mohammadmahdi Koochali, Mohsin Munir, Christoffer Edlund, Timothy R. Jackson, Johan Trygg, Rickard Sjögren, Andreas Dengel, Sheraz Ahmed:
Point2Mask: A Weakly Supervised Approach for Cell Segmentation Using Point Annotation. MIUA 2022: 139-153
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Fatemeh Azimi, Sebastian Palacio, Federico Raue, Jörn Hees, Luca Bertinetto, Andreas Dengel:
Self-supervised Test-time Adaptation on Video Data. WACV 2022: 2603-2612
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  - books/sp/22/LucieriB0A22
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Adriano Lucieri, Muhammad Naseer Bajwa, Andreas Dengel, Sheraz Ahmed:
Erklärbare KI in der medizinischen Diagnose - Erfolge und Herausforderungen. Künstliche Intelligenz im Gesundheitswesen 2022: 727-754
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Christoph Balada, Sheraz Ahmed, Andreas Dengel, Max Bondorf, Nikolai Hopfer, Markus Zdrallek:
FiN: A Smart Grid and Powerline Communication Dataset. Zenodo, 2022
[d7]
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  - data/10/ThomaBLD22
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Felix Thoma, Johannes Bayer, Yakun Li, Andreas Dengel:
A Public Ground-Truth Dataset for Handwritten Circuit Diagram Images. Version 2. Zenodo, 2022 [all versions]
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  - data/10/ThomaBLD22a
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Felix Thoma, Johannes Bayer, Yakun Li, Andreas Dengel:
A Public Ground-Truth Dataset for Handwritten Circuit Diagram Images. Version 3. Zenodo, 2022 [all versions]
[d5]
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Felix Thoma, Johannes Bayer, Yakun Li, Andreas Dengel:
A Public Ground-Truth Dataset for Handwritten Circuit Diagram Images. Version 4. Zenodo, 2022 [all versions]
[d4]
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Felix Thoma, Johannes Bayer, Yakun Li, Andreas Dengel:
A Public Ground-Truth Dataset for Handwritten Circuit Diagram Images. Version 5. Zenodo, 2022 [all versions]
[d3]
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Felix Thoma, Johannes Bayer, Yakun Li, Andreas Dengel:
A Public Ground-Truth Dataset for Handwritten Circuit Diagram Images. Version 6. Zenodo, 2022 [all versions]
[i98]
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  - journals/corr/abs-2201-01249
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Adriano Lucieri, Muhammad Naseer Bajwa, Stephan Alexander Braun, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed:
ExAID: A Multimodal Explanation Framework for Computer-Aided Diagnosis of Skin Lesions. CoRR abs/2201.01249 (2022)
[i97]
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Alireza Koochali, Peter Schichtel, Andreas Dengel, Sheraz Ahmed:
Random Noise vs State-of-the-Art Probabilistic Forecasting Methods : A Case Study on CRPS-Sum Discrimination Ability. CoRR abs/2201.08671 (2022)
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  - journals/corr/abs-2202-03759
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Dominique Mercier, Jwalin Bhatt, Andreas Dengel, Sheraz Ahmed:
Time to Focus: A Comprehensive Benchmark Using Time Series Attribution Methods. CoRR abs/2202.03759 (2022)
[i95]
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Muhammad Ali Chattha, Ludger van Elst, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed:
KENN: Enhancing Deep Neural Networks by Leveraging Knowledge for Time Series Forecasting. CoRR abs/2202.03903 (2022)
[i94]
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Dominique Mercier, Andreas Dengel, Sheraz Ahmed:
TimeREISE: Time-series Randomized Evolving Input Sample Explanation. CoRR abs/2202.07952 (2022)
[i93]
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  - journals/corr/abs-2202-10884
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Dominique Mercier, Syed Tahseen Raza Rizvi, Vikas Rajashekar, Sheraz Ahmed, Andreas Dengel:
Utilizing Out-Domain Datasets to Enhance Multi-Task Citation Analysis. CoRR abs/2202.10884 (2022)
[i92]
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  - journals/corr/abs-2203-01895
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Pervaiz Iqbal Khan, Shoaib Ahmed Siddiqui, Imran Razzak, Andreas Dengel, Sheraz Ahmed:
Improving Health Mentioning Classification of Tweets using Contrastive Adversarial Training. CoRR abs/2203.01895 (2022)
[i91]
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  - journals/corr/abs-2203-02331
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Abdul Hannan Khan, Mohsin Munir, Ludger van Elst, Andreas Dengel:
F2DNet: Fast Focal Detection Network for Pedestrian Detection. CoRR abs/2203.02331 (2022)
[i90]
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  - journals/corr/abs-2203-06905
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Brian B. Moser, Federico Raue, Jörn Hees, Andreas Dengel:
Less is More: Proxy Datasets in NAS approaches. CoRR abs/2203.06905 (2022)
[i89]
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  - journals/corr/abs-2204-02035
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Stanislav Frolov, Prateek Bansal, Jörn Hees, Andreas Dengel:
DT2I: Dense Text-to-Image Generation from Region Descriptions. CoRR abs/2204.02035 (2022)
[i88]
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  - journals/corr/abs-2204-06336
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Christoph Peter Balada, Sheraz Ahmed, Andreas Dengel, Max Bondorf, Nikolai Hopfer, Markus Zdrallek:
FiN: A Smart Grid and Power Line Communication Dataset. CoRR abs/2204.06336 (2022)
[i87]
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Pervaiz Iqbal Khan, Imran Razzak, Andreas Dengel, Sheraz Ahmed:
A Novel Approach to Train Diverse Types of Language Models for Health Mention Classification of Tweets. CoRR abs/2204.06337 (2022)
[i86]
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  - journals/corr/abs-2206-06466
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Adriano Lucieri, Fabian Schmeisser, Christoph Peter Balada, Shoaib Ahmed Siddiqui, Andreas Dengel, Sheraz Ahmed:
Revisiting the Shape-Bias of Deep Learning for Dermoscopic Skin Lesion Classification. CoRR abs/2206.06466 (2022)
[i85]
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  - journals/corr/abs-2209-05533
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Johannes Bayer, Mina Karami Zadeh, Markus Schröder, Andreas Dengel:
Functional Component Descriptions for Electrical Circuits based on Semantic Technology Reasoning. CoRR abs/2209.05533 (2022)
[i84]
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  - journals/corr/abs-2209-12693
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Christoph Balada, Max Bondorf, Sheraz Ahmed, Andreas Dengel, Markus Zdrallek:
Leveraging the Potential of Novel Data in Power Line Communication of Electricity Grids. CoRR abs/2209.12693 (2022)
[i83]
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  - journals/corr/abs-2209-13131
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Brian B. Moser, Federico Raue, Stanislav Frolov, Jörn Hees, Sebastian Palacio, Andreas Dengel:
Hitchhiker's Guide to Super-Resolution: Introduction and Recent Advances. CoRR abs/2209.13131 (2022)
[i82]
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  - journals/corr/abs-2210-07617
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Alireza Koochali, Maria Walch, Sankrutyayan Thota, Peter Schichtel, Andreas Dengel, Sheraz Ahmed:
Quantifying Quality of Class-Conditional Generative Models in Time-Series Domain. CoRR abs/2210.07617 (2022)
[i81]
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  - journals/corr/abs-2211-04110
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Saifullah Saifullah, Dominique Mercier, Adriano Lucieri, Andreas Dengel, Sheraz Ahmed:
Privacy Meets Explainability: A Comprehensive Impact Benchmark. CoRR abs/2211.04110 (2022)
2021
[j57]
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Muhammad Nabeel Asim, Muhammad Imran Malik, Christoph Zehe, Johan Trygg, Andreas Dengel, Sheraz Ahmed:
A Robust and Precise ConvNet for Small Non-Coding RNA Classification (RPC-snRC). IEEE Access 9: 19379-19390 (2021)
[j56]
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Shoaib Ahmed Siddiqui, Andreas Dengel, Sheraz Ahmed:
Self-Supervised Representation Learning for Document Image Classification. IEEE Access 9: 164358-164367 (2021)
[j55]
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  - journals/ijpp/TekleyohannesRG21
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Menbere Kina Tekleyohannes, Vladimir Rybalkin, Muhammad Mohsin Ghaffar, Javier Alejandro Varela, Norbert Wehn, Andreas Dengel:
iDocChip: A Configurable Hardware Architecture for Historical Document Image Processing. Int. J. Parallel Program. 49(2): 253-284 (2021)
[j54]
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Menbere Kina Tekleyohannes, Vladimir Rybalkin, Muhammad Mohsin Ghaffar, Javier Alejandro Varela, Norbert Wehn, Andreas Dengel:
iDocChip: A Configurable Hardware Accelerator for an End-to-End Historical Document Image Processing. J. Imaging 7(9): 175 (2021)
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Muhammad Nabeel Asim, Muhammad Usman Ghani, Muhammad Ali Ibrahim, Waqar Mahmood, Andreas Dengel, Sheraz Ahmed:
Correction to: Benchmarking performance of machine and deep learning-based methodologies for Urdu text document classification. Neural Comput. Appl. 33(6): 2157 (2021)
[j52]
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Muhammad Nabeel Asim, Muhammad Usman Ghani Khan, Muhammad Ali Ibrahim, Waqar Mahmood, Andreas Dengel, Sheraz Ahmed:
Benchmarking performance of machine and deep learning-based methodologies for Urdu text document classification. Neural Comput. Appl. 33(11): 5437-5469 (2021)
[j51]
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Stanislav Frolov, Tobias Hinz, Federico Raue, Jörn Hees, Andreas Dengel:
Adversarial text-to-image synthesis: A review. Neural Networks 144: 187-209 (2021)
[j50]
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Ko Watanabe, Yusuke Soneda, Yuki Matsuda, Yugo Nakamura, Yutaka Arakawa, Andreas Dengel, Shoya Ishimaru:
DisCaaS: Micro Behavior Analysis on Discussion by Camera as a Sensor. Sensors 21(17): 5719 (2021)
[j49]
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Shoaib Ahmed Siddiqui, Dominique Mercier, Andreas Dengel, Sheraz Ahmed:
TSInsight: A Local-Global Attribution Framework for Interpretability in Time Series Data. Sensors 21(21): 7373 (2021)
[c368]
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Carlos Jose Gonzalez Rojas, Andreas Dengel, Mateus Dias Ribeiro:
Reduced-order Model for Fluid Flows via Neural Ordinary Differential Equations. AAAI Spring Symposium: MLPS 2021
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Pramod Vadiraja, Andreas Dengel, Shoya Ishimaru:
Text Summary Augmentation for Intelligent Reading Assistant. AHs 2021: 319-321
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Muhammad Nabeel Asim, Muhammad Ali Ibrahim, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed:
ChrSLoc-Net: Machine Learning-Based Prediction of Channelrhodopsins Proteins within Plasma Membrane. BHI 2021: 1-4
[c365]
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Nabeel Khalid, Mohsin Munir, Christoffer Edlund, Timothy R. Jackson, Johan Trygg, Rickard Sjögren, Andreas Dengel, Sheraz Ahmed:
DeepCIS: An end-to-end Pipeline for Cell-type aware Instance Segmentation in Microscopic Images. BHI 2021: 1-4
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Stanislav Frolov, Avneesh Sharma, Jörn Hees, Tushar Karayil, Federico Raue, Andreas Dengel:
AttrLostGAN: Attribute Controlled Image Synthesis from Reconfigurable Layout and Style. GCPR 2021: 361-375
[c363]
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Markus Schröder, Christian Jilek, Andreas Dengel:
Mapping Spreadsheets to RDF: Supporting Excel in RML. KGCW@ESWC 2021
[c362]
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Markus Schröder, Christian Jilek, Andreas Dengel:
Dataset Generation Patterns for Evaluating Knowledge Graph Construction. ESWC (Satellite Events) 2021: 27-32
[c361]
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Michael Schulze, Markus Schröder, Christian Jilek, Torsten Albers, Heiko Maus, Andreas Dengel:
P2P-O: A Purchase-To-Pay Ontology for Enabling Semantic Invoices. ESWC 2021: 647-663
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Fatemeh Azimi, Federico Raue, Jörn Hees, Andreas Dengel:
Rethinking RNN-Based Video Object Segmentation. VISIGRAPP (Revised Selected Papers) 2021: 348-365
[c359]
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Pramod Vadiraja, Jayasankar Santhosh, Hanane Moulay, Andreas Dengel, Shoya Ishimaru:
Effects of Counting Seconds in the Mind while Reading. UbiComp/ISWC Adjunct 2021: 486-490
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Dominique Mercier, Syed Tahseen Raza Rizvi, Vikas Rajashekar, Sheraz Ahmed, Andreas Dengel:
Utilizing Out-Domain Datasets to Enhance Multi-task Citation Analysis. ICAART (Revised Selected Papers) 2021: 113-134
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Dominique Mercier, Syed Tahseen Raza Rizvi, Vikas Rajashekar, Andreas Dengel, Sheraz Ahmed:
ImpactCite: An XLNet-based Solution Enabling Qualitative Citation Impact Analysis Utilizing Sentiment and Intent. ICAART (2) 2021: 159-168
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Markus Schröder, Michael Schulze, Christian Jilek, Andreas Dengel:
Bridging the Technology Gap between Industry and Semantic Web: Generating Databases and Server Code from RDF. ICAART (2) 2021: 507-514
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Markus Schröder, Christian Jilek, Michael Schulze, Andreas Dengel:
The Person Index Challenge: Extraction of Persons from Messy, Short Texts. ICAART (2) 2021: 531-537
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  - conf/iccvw/PalacioLMAHD21
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Sebastian Palacio, Adriano Lucieri, Mohsin Munir, Sheraz Ahmed, Jörn Hees, Andreas Dengel:
XAI Handbook: Towards a Unified Framework for Explainable AI. ICCVW 2021: 3759-3768
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Felix Thoma, Johannes Bayer, Yakun Li, Andreas Dengel:
A Public Ground-Truth Dataset for Handwritten Circuit Diagram Images. ICDAR Workshops (1) 2021: 20-27
[c352]
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Syed Mizanur Rahman, Johannes Bayer, Andreas Dengel:
Graph-Based Object Detection Enhancement for Symbolic Engineering Drawings. ICDAR Workshops (1) 2021: 74-90
[c351]
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Shoaib Ahmed Siddiqui, Andreas Dengel, Sheraz Ahmed:
Understanding and Mitigating the Impact of Model Compression for Document Image Classification. ICDAR (1) 2021: 147-159
[c350]
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Shoaib Ahmed Siddiqui, Andreas Dengel, Sheraz Ahmed:
Analyzing the Potential of Zero-Shot Recognition for Document Image Classification. ICDAR (4) 2021: 293-304
[c349]
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Muhammad Nabeel Asim, Muhammad Ali Ibrahim, Christoph Zehe, Olivier Cloarec, Rickard Sjögren, Johan Trygg, Andreas Dengel, Sheraz Ahmed:
L2S-MirLoc: A Lightweight Two Stage MiRNA Sub-Cellular Localization Prediction Framework. IJCNN 2021: 1-8
[c348]
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Andrey Guzhov, Federico Raue, Jörn Hees, Andreas Dengel:
ESResNe(X)t-fbsp: Learning Robust Time-Frequency Transformation of Audio. IJCNN 2021: 1-8
[c347]
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Dayananda Herurkar, Philipp Blandfort, Federico Raue, Jörn Hees, Andreas Dengel:
ANP-W2V: Effects of Composition Methods for Embedding Adjective-Noun Pairs. IJCNN 2021: 1-8
[c346]
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Nabeel Khalid, Mohsin Munir, Christoffer Edlund, Timothy R. Jackson, Johan Trygg, Rickard Sjögren, Andreas Dengel, Sheraz Ahmed:
DeepCeNS: An end-to-end Pipeline for Cell and Nucleus Segmentation in Microscopic Images. IJCNN 2021: 1-8
[c345]
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Dominique Mercier, Andreas Dengel, Sheraz Ahmed:
PatchX: Explaining Deep Models by Intelligible Pattern Patches for Time-series Classification. IJCNN 2021: 1-8
[c344]
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Prerna Garg, Jayasankar Santhosh, Andreas Dengel, Shoya Ishimaru:
Stress Detection by Machine Learning and Wearable Sensors. IUI Companion 2021: 43-45
[c343]
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Markus Schröder, Christian Jilek, Andreas Dengel:
Spread2RML: Constructing Knowledge Graphs by Predicting RML Mappings on Messy Spreadsheets. K-CAP 2021: 145-152
[c342]
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Ricard Durall, Stanislav Frolov, Jörn Hees, Federico Raue, Franz-Josef Pfreundt, Andreas Dengel, Janis Keuper:
Combining Transformer Generators with Convolutional Discriminators. KI 2021: 67-79
[c341]
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Mahta Bakhshizadeh, Christian Jilek, Heiko Maus, Andreas Dengel:
Leveraging Context-Aware Recommender Systems for Improving Personal Knowledge Assistants by Introducing Contextual States. LWDA 2021: 1-12
[c340]
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Michael Schulze, Markus Schröder, Christian Jilek, Andreas Dengel:
ptpDG: A Purchase-To-Pay Dataset Generator for Evaluating Knowledge-Graph-Based Services. ISWC (Posters/Demos/Industry) 2021
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Fatemeh Azimi, Stanislav Frolov, Federico Raue, Jörn Hees, Andreas Dengel:
Hybrid-S2S: Video Object Segmentation with Recurrent Networks and Correspondence Matching. VISIGRAPP (4: VISAPP) 2021: 182-192
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Andreas Dengel, Oren Etzioni, Nicole DeCario, Holger H. Hoos, Li Fei-Fei, Junichi Tsujii, Paolo Traverso:
Next Big Challenges in Core AI Technology. Reflections on Artificial Intelligence for Humanity 2021: 90-115
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Andreas Dengel, Laurence Devillers, Laura Maria Schaal:
Augmented Human and Human-Machine Co-evolution: Efficiency and Ethics. Reflections on Artificial Intelligence for Humanity 2021: 203-227
[i80]
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Sebastian Palacio, Philipp Engler, Jörn Hees, Andreas Dengel:
Contextual Classification Using Self-Supervised Auxiliary Models for Deep Neural Networks. CoRR abs/2101.03057 (2021)
[i79]
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Stanislav Frolov, Tobias Hinz, Federico Raue, Jörn Hees, Andreas Dengel:
Adversarial Text-to-Image Synthesis: A Review. CoRR abs/2101.09983 (2021)
[i78]
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  - journals/corr/abs-2102-05917
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Dominique Mercier, Andreas Dengel, Sheraz Ahmed:
PatchX: Explaining Deep Models by Intelligible Pattern Patches for Time-series Classification. CoRR abs/2102.05917 (2021)
[i77]
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  - journals/corr/abs-2102-07312
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Shoya Ishimaru, Takanori Maruichi, Andreas Dengel, Koichi Kise:
Confidence-Aware Learning Assistant. CoRR abs/2102.07312 (2021)
[i76]
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Markus Schröder, Christian Jilek, Michael Schulze, Andreas Dengel:
Interactively Constructing Knowledge Graphs from Messy User-Generated Spreadsheets. CoRR abs/2103.03537 (2021)
[i75]
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Adriano Lucieri, Andreas Dengel, Sheraz Ahmed:
Deep Learning Based Decision Support for Medicine - A Case Study on Skin Cancer Diagnosis. CoRR abs/2103.05112 (2021)
[i74]
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Stanislav Frolov, Avneesh Sharma, Jörn Hees, Tushar Karayil, Federico Raue, Andreas Dengel:
AttrLostGAN: Attribute Controlled Image Synthesis from Reconfigurable Layout and Style. CoRR abs/2103.13722 (2021)
[i73]
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  - journals/corr/abs-2104-11587
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Andrey Guzhov, Federico Raue, Jörn Hees, Andreas Dengel:
ESResNe(X)t-fbsp: Learning Robust Time-Frequency Transformation of Audio. CoRR abs/2104.11587 (2021)
[i72]
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  - journals/corr/abs-2104-13576
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Markus Schröder, Christian Jilek, Andreas Dengel:
Dataset Generation Patterns for Evaluating Knowledge Graph Construction. CoRR abs/2104.13576 (2021)
[i71]
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  - journals/corr/abs-2104-13600
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Markus Schröder, Christian Jilek, Andreas Dengel:
Mapping Spreadsheets to RDF: Supporting Excel in RML. CoRR abs/2104.13600 (2021)
[i70]
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Markus Schröder, Christian Jilek, Andreas Dengel:
A Linked Data Application Framework to Enable Rapid Prototyping. CoRR abs/2104.13605 (2021)
[i69]
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  - journals/corr/abs-2105-06677
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Sebastian Palacio, Adriano Lucieri, Mohsin Munir, Jörn Hees, Sheraz Ahmed, Andreas Dengel:
XAI Handbook: Towards a Unified Framework for Explainable AI. CoRR abs/2105.06677 (2021)
[i68]
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  - journals/corr/abs-2105-10189
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Ricard Durall, Stanislav Frolov, Andreas Dengel, Janis Keuper:
Combining Transformer Generators with Convolutional Discriminators. CoRR abs/2105.10189 (2021)
[i67]
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  - journals/corr/abs-2106-07344
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Pervaiz Iqbal Khan, Imran Razzak, Andreas Dengel, Sheraz Ahmed:
Understanding Information Spreading Mechanisms During COVID-19 Pandemic by Analyzing the Impact of Tweet Text and User Features for Retweet Prediction. CoRR abs/2106.07344 (2021)
[i66]
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Andrey Guzhov, Federico Raue, Jörn Hees, Andreas Dengel:
AudioCLIP: Extending CLIP to Image, Text and Audio. CoRR abs/2106.13043 (2021)
[i65]
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Fatemeh Azimi, Federico Raue, Jörn Hees, Andreas Dengel:
A Reinforcement Learning Approach for Sequential Spatial Transformer Networks. CoRR abs/2106.14295 (2021)
[i64]
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  - journals/corr/abs-2108-09696
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Fatemeh Azimi, Jean-Francois Jacques Nicolas Nies, Sebastian Palacio, Federico Raue, Jörn Hees, Andreas Dengel:
Spatial Transformer Networks for Curriculum Learning. CoRR abs/2108.09696 (2021)
[i63]
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  - journals/corr/abs-2109-08941
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Praveen Tirupattur, Christian Schulze, Andreas Dengel:
Violence Detection in Videos. CoRR abs/2109.08941 (2021)
[i62]
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Markus Schröder, Christian Jilek, Andreas Dengel:
Spread2RML: Constructing Knowledge Graphs by Predicting RML Mappings on Messy Spreadsheets. CoRR abs/2110.12829 (2021)
[i61]
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  - journals/corr/abs-2111-14838
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Dominique Mercier, Adriano Lucieri, Mohsin Munir, Andreas Dengel, Sheraz Ahmed:
Evaluating Privacy-Preserving Machine Learning in Critical Infrastructures: A Case Study on Time-Series Classification. CoRR abs/2111.14838 (2021)
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Shailza Jolly, Zi Xuan Zhang, Andreas Dengel, Lili Mou:
Search and Learn: Improving Semantic Coverage for Data-to-Text Generation. CoRR abs/2112.02770 (2021)
2020
[j48]
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Muhammad Naseer Bajwa, Suleman Khurram, Mohsin Munir, Shoaib Ahmed Siddiqui, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed:
Confident Classification Using a Hybrid Between Deterministic and Probabilistic Convolutional Neural Networks. IEEE Access 8: 115476-115485 (2020)
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Syed Tahseen Raza Rizvi, Andreas Dengel, Sheraz Ahmed:
A Hybrid Approach and Unified Framework for Bibliographic Reference Extraction. IEEE Access 8: 217231-217245 (2020)
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Philipp Blandfort, Tushar Karayil, Jörn Hees, Andreas Dengel:
The Focus-Aspect-Value model for predicting subjective visual attributes. Int. J. Multim. Inf. Retr. 9(1): 47-60 (2020)
[j45]
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  - journals/sensors/BrishtelKSDID20
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Iuliia Brishtel, Anam Ahmad Khan, Thomas Schmidt, Tilman Dingler, Shoya Ishimaru, Andreas Dengel:
Mind Wandering in a Multimodal Reading Setting: Behavior Analysis & Automatic Detection Using Eye-Tracking and an EDA Sensor. Sensors 20(9): 2546 (2020)
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Adriano Lucieri, Huzaifa Sabir, Shoaib Ahmed Siddiqui, Syed Tahseen Raza Rizvi, Brian Kenji Iwana, Seiichi Uchida, Andreas Dengel, Sheraz Ahmed:
Benchmarking Deep Learning Models for Classification of Book Covers. SN Comput. Sci. 1(3): 139 (2020)
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  - conf/chi/DinglerTKK020
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Tilman Dingler, Benjamin Tag, Evangelos Karapanos, Koichi Kise, Andreas Dengel:
Workshop on Detection and Design for Cognitive Biases in People and Computing Systems. CHI Extended Abstracts 2020: 1-6
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Shoya Ishimaru, Takanori Maruichi, Koichi Kise, Andreas Dengel:
Gaze-Based Self-Confidence Estimation on Multiple-Choice Questions and Its Feedback. AsianCHI@CHI 2020: 8
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  - conf/das/BeckR0A20
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Marc Beck, Syed Tahseen Raza Rizvi, Andreas Dengel, Sheraz Ahmed:
From Automatic Keyword Detection to Ontology-Based Topic Modeling. DAS 2020: 451-465
[c335]
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  - conf/icaart/MozaffariA0KKW020
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Saleh Mozaffari, Mohammad Al-Naser, Pascal Klein, Stefan Küchemann, Jochen Kuhn, Thomas Widmann, Andreas Dengel:
Classification of Visual Strategies in Physics Vector Field Problem-solving. ICAART (2) 2020: 257-267
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Saleh Mozaffari, Pascal Klein, Mohammad Al-Naser, Stefan Küchemann, Jochen Kuhn, Thomas Widmann, Andreas Dengel:
Quantifying Gaze-Based Strategic Patterns in Physics Vector Field Divergence. ICAART (Revised Selected Papers) 2020: 465-481
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  - conf/icann/MoserRH020
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Brian B. Moser, Federico Raue, Jörn Hees, Andreas Dengel:
DartsReNet: Exploring New RNN Cells in ReNet Architectures. ICANN (1) 2020: 850-861
[c332]
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  - conf/iccbr/EisenstadtLAD20
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Viktor Eisenstadt, Christoph Langenhan, Klaus-Dieter Althoff, Andreas Dengel:
Improved and Visually Enhanced Case-Based Retrieval of Room Configurations for Assistance in Architectural Design Education. ICCBR 2020: 213-228
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Muhammad Nabeel Asim, Muhammad Ali Ibrahim, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed:
Enhancer-DSNet: A Supervisedly Prepared Enriched Sequence Representation for the Identification of Enhancers and Their Strength. ICONIP (3) 2020: 38-48
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Adriano Lucieri, Muhammad Naseer Bajwa, Andreas Dengel, Sheraz Ahmed:
Explaining AI-Based Decision Support Systems Using Concept Localization Maps. ICONIP (4) 2020: 185-193
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Dominique Mercier, Andreas Dengel, Sheraz Ahmed:
P2ExNet: Patch-Based Prototype Explanation Network. ICONIP (3) 2020: 318-330
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Shoaib Ahmed Siddiqui, Andreas Dengel, Sheraz Ahmed:
Benchmarking Adversarial Attacks and Defenses for Time-Series Data. ICONIP (3) 2020: 544-554
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Pervaiz Iqbal Khan, Imran Razzak, Andreas Dengel, Sheraz Ahmed:
Improving Personal Health Mention Detection on Twitter Using Permutation Based Word Representation Learning. ICONIP (1) 2020: 776-785
[c326]
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  - conf/icpr/JollyPFRH020
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Shailza Jolly, Sebastian Palacio, Joachim Folz, Federico Raue, Jörn Hees, Andreas Dengel:
P ≈ NP, at least in Visual Question Answering. ICPR 2020: 2748-2754
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  - conf/icpr/GuzhovRH020
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Andrey Guzhov, Federico Raue, Jörn Hees, Andreas Dengel:
ESResNet: Environmental Sound Classification Based on Visual Domain Models. ICPR 2020: 4933-4940
[c324]
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  - conf/icpr/AzimiBPRH020
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Fatemeh Azimi, Benjamin Bischke, Sebastian Palacio, Federico Raue, Jörn Hees, Andreas Dengel:
Revisiting Sequence-to-Sequence Video Object Segmentation with Multi-Task Loss and Skip-Memory. ICPR 2020: 5376-5383
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  - conf/icpr/PalacioEH020
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Sebastian Palacio, Philipp Engler, Jörn Hees, Andreas Dengel:
Contextual Classification Using Self-Supervised Auxiliary Models for Deep Neural Networks. ICPR 2020: 8937-8944
[c322]
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  - conf/ijcnn/AsimM0A20
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Muhammad Nabeel Asim, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed:
K-mer Neural Embedding Performance Analysis Using Amino Acid Codons. IJCNN 2020: 1-8
[c321]
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Muhammad Naseer Bajwa, Gur Amrit Pal Singh, Wolfgang Neumeier, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed:
G1020: A Benchmark Retinal Fundus Image Dataset for Computer-Aided Glaucoma Detection. IJCNN 2020: 1-7
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  - conf/ijcnn/KustersSA020
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Ferdinand Küsters, Peter Schichtel, Sheraz Ahmed, Andreas Dengel:
Conceptual Explanations of Neural Network Prediction for Time Series. IJCNN 2020: 1-6
[c319]
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Adriano Lucieri, Muhammad Naseer Bajwa, Stephan Alexander Braun, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed:
On Interpretability of Deep Learning based Skin Lesion Classifiers using Concept Activation Vectors. IJCNN 2020: 1-10
[c318]
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  - conf/ijcnn/MercierS0A20
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Dominique Mercier, Shoaib Ahmed Siddiqui, Andreas Dengel, Sheraz Ahmed:
Interpreting Deep Models through the Lens of Data. IJCNN 2020: 1-8
[c317]
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  - conf/inista/AminKPA020
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Kareem Amin, Stelios Kapetanakis, Nikolaos Polatidis, Klaus-Dieter Althoff, Andreas Dengel:
DeepKAF: A Heterogeneous CBR & Deep Learning Approach for NLP Prototyping. INISTA 2020: 1-7
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  - conf/iui/SanthoshI020
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Jayasankar Santhosh, Shoya Ishimaru, Andreas Dengel:
Generating Heatmap for Unknown Documents towards Readability Measurement. IUI Companion 2020: 47-48
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  - conf/wacv/FolzPH020
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Joachim Folz, Sebastian Palacio, Jörn Hees, Andreas Dengel:
Adversarial Defense based on Structure-to-Signal Autoencoders. WACV 2020: 3568-3577
[i59]
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  - journals/corr/abs-2003-01345
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Muhammad Nabeel Asim, Muhammad Usman Ghani, Muhammad Ali Ibrahim, Sheraz Ahmed, Waqar Mahmood, Andreas Dengel:
Benchmark Performance of Machine And Deep Learning Based Methodologies for Urdu Text Document Classification. CoRR abs/2003.01345 (2020)
[i58]
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  - journals/corr/abs-2003-11844
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Shailza Jolly, Sebastian Palacio, Joachim Folz, Federico Raue, Jörn Hees, Andreas Dengel:
P ≈ NP, at least in Visual Question Answering. CoRR abs/2003.11844 (2020)
[i57]
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  - journals/corr/abs-2004-02958
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Shoaib Ahmed Siddiqui, Dominique Mercier, Andreas Dengel, Sheraz Ahmed:
TSInsight: A local-global attribution framework for interpretability in time-series data. CoRR abs/2004.02958 (2020)
[i56]
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  - journals/corr/abs-2004-07301
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Andrey Guzhov, Federico Raue, Jörn Hees, Andreas Dengel:
ESResNet: Environmental Sound Classification Based on Visual Domain Models. CoRR abs/2004.07301 (2020)
[i55]
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  - journals/corr/abs-2004-08826
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Mateus Dias Ribeiro, Abdul Rehman, Sheraz Ahmed, Andreas Dengel:
DeepCFD: Efficient Steady-State Laminar Flow Approximation with Deep Convolutional Neural Networks. CoRR abs/2004.08826 (2020)
[i54]
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  - journals/corr/abs-2004-12170
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Fatemeh Azimi, Benjamin Bischke, Sebastian Palacio, Federico Raue, Jörn Hees, Andreas Dengel:
Revisiting Sequence-to-Sequence Video Object Segmentation with Multi-Task Loss and Skip-Memory. CoRR abs/2004.12170 (2020)
[i53]
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  - journals/corr/abs-2005-01181
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Alireza Koochali, Andreas Dengel, Sheraz Ahmed:
If You Like It, GAN It. Probabilistic Multivariate Times Series Forecast With GAN. CoRR abs/2005.01181 (2020)
[i52]
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  - journals/corr/abs-2005-01399
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Adriano Lucieri, Muhammad Naseer Bajwa, Andreas Dengel, Sheraz Ahmed:
Explaining AI-based Decision Support Systems using Concept Localization Maps. CoRR abs/2005.01399 (2020)
[i51]
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  - journals/corr/abs-2005-02000
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Adriano Lucieri, Muhammad Naseer Bajwa, Stephan Alexander Braun, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed:
On Interpretability of Deep Learning based Skin Lesion Classifiers using Concept Activation Vectors. CoRR abs/2005.02000 (2020)
[i50]
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  - journals/corr/abs-2005-02006
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Dominique Mercier, Andreas Dengel, Sheraz Ahmed:
P2ExNet: Patch-based Prototype Explanation Network. CoRR abs/2005.02006 (2020)
[i49]
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  - journals/corr/abs-2005-03442
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Dominique Mercier, Shoaib Ahmed Siddiqui, Andreas Dengel, Sheraz Ahmed:
Interpreting Deep Models through the Lens of Data. CoRR abs/2005.03442 (2020)
[i48]
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  - journals/corr/abs-2005-06611
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Dominique Mercier, Syed Tahseen Raza Rizvi, Vikas Rajashekar, Andreas Dengel, Sheraz Ahmed:
ImpactCite: An XLNet-based method for Citation Impact Analysis. CoRR abs/2005.06611 (2020)
[i47]
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  - journals/corr/abs-2005-12375
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Sebastian Baumbach, Jahanzeb Khan, Sheraz Ahmed, Andreas Dengel:
QuViS - The Question of Visual Site Selection. CoRR abs/2005.12375 (2020)
[i46]
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  - journals/corr/abs-2005-14284
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Muhammad Naseer Bajwa, Muhammad Imran Malik, Shoaib Ahmed Siddiqui, Andreas Dengel, Faisal Shafait, Wolfgang Neumeier, Sheraz Ahmed:
Two-stage framework for optic disc localization and glaucoma classification in retinal fundus images using deep learning. CoRR abs/2005.14284 (2020)
[i45]
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  - journals/corr/abs-2005-14308
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Muhammad Naseer Bajwa, Yoshinobu Taniguchi, Muhammad Imran Malik, Wolfgang Neumeier, Andreas Dengel, Sheraz Ahmed:
Combining Fine- and Coarse-Grained Classifiers for Diabetic Retinopathy Detection. CoRR abs/2005.14308 (2020)
[i44]
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  - journals/corr/abs-2006-09158
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Muhammad Naseer Bajwa, Gur Amrit Pal Singh, Wolfgang Neumeier, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed:
G1020: A Benchmark Retinal Fundus Image Dataset for Computer-Aided Glaucoma Detection. CoRR abs/2006.09158 (2020)
[i43]
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  - journals/corr/abs-2008-07970
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Divya Gaur, Joachim Folz, Andreas Dengel:
Training Deep Neural Networks Without Batch Normalization. CoRR abs/2008.07970 (2020)
[i42]
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  - journals/corr/abs-2008-13261
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Shoaib Ahmed Siddiqui, Andreas Dengel, Sheraz Ahmed:
Benchmarking adversarial attacks and defenses for time-series data. CoRR abs/2008.13261 (2020)
[i41]
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  - journals/corr/abs-2010-05069
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Fatemeh Azimi, Stanislav Frolov, Federico Raue, Jörn Hees, Andreas Dengel:
Hybrid Sequence to Sequence Model for Video Object Segmentation. CoRR abs/2010.05069 (2020)
[i40]
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  - journals/corr/abs-2010-14953
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Stanislav Frolov, Shailza Jolly, Jörn Hees, Andreas Dengel:
Leveraging Visual Question Answering to Improve Text-to-Image Synthesis. CoRR abs/2010.14953 (2020)
[i39]
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  - journals/corr/abs-2011-07957
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Markus Schröder, Michael Schulze, Christian Jilek, Andreas Dengel:
Bridging the Technology Gap Between Industry and Semantic Web: Generating Databases and Server Code From RDF. CoRR abs/2011.07957 (2020)
[i38]
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  - journals/corr/abs-2011-07990
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Markus Schröder, Christian Jilek, Michael Schulze, Andreas Dengel:
The Person Index Challenge: Extraction of Persons from Messy, Short Texts. CoRR abs/2011.07990 (2020)
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Adriano Lucieri, Muhammad Naseer Bajwa, Andreas Dengel, Sheraz Ahmed:
Achievements and Challenges in Explaining Deep Learning based Computer-Aided Diagnosis Systems. CoRR abs/2011.13169 (2020)
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Vinu Joseph, Shoaib Ahmed Siddiqui, Aditya Bhaskara, Ganesh Gopalakrishnan, Saurav Muralidharan, Michael Garland, Sheraz Ahmed, Andreas Dengel:
Reliable Model Compression via Label-Preservation-Aware Loss Functions. CoRR abs/2012.01604 (2020)

2010 – 2019

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2019
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Mohsin Munir, Shoaib Ahmed Siddiqui, Andreas Dengel, Sheraz Ahmed:
DeepAnT: A Deep Learning Approach for Unsupervised Anomaly Detection in Time Series. IEEE Access 7: 1991-2005 (2019)
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Alireza Koochali, Peter Schichtel, Andreas Dengel, Sheraz Ahmed:
Probabilistic Forecasting of Sensory Data With Generative Adversarial Networks - ForGAN. IEEE Access 7: 63868-63880 (2019)
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Shoaib Ahmed Siddiqui, Dominique Mercier, Mohsin Munir, Andreas Dengel, Sheraz Ahmed:
TSViz: Demystification of Deep Learning Models for Time-Series Analysis. IEEE Access 7: 67027-67040 (2019)
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Cheng-Lin Liu, Andreas Dengel, Rafael Dueire Lins:
Editorial for special issue on "Advanced Topics in Document Analysis and Recognition". Int. J. Document Anal. Recognit. 22(3): 189-191 (2019)
[j39]
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Christian Jilek, Yannick Runge, Claudia Niederée, Heiko Maus, Tobias Tempel, Andreas Dengel, Christian Frings:
Managed Forgetting to Support Information Management and Knowledge Work. Künstliche Intell. 33(1): 45-55 (2019)
[j38]
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  - journals/midm/BajwaMSDSNA19
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Muhammad Naseer Bajwa, Muhammad Imran Malik, Shoaib Ahmed Siddiqui, Andreas Dengel, Faisal Shafait, Wolfgang Neumeier, Sheraz Ahmed:
Two-stage framework for optic disc localization and glaucoma classification in retinal fundus images using deep learning. BMC Medical Informatics Decis. Mak. 19(1): 136:1-136:16 (2019)
[j37]
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Muhammad Naseer Bajwa, Muhammad Imran Malik, Shoaib Ahmed Siddiqui, Andreas Dengel, Faisal Shafait, Wolfgang Neumeier, Sheraz Ahmed:
Correction to: Two-stage framework for optic disc localization and glaucoma classification in retinal fundus images using deep learning. BMC Medical Informatics Decis. Mak. 19(1): 153:1 (2019)
[j36]
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  - journals/sensors/MunirSCDA19
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Mohsin Munir, Shoaib Ahmed Siddiqui, Muhammad Ali Chattha, Andreas Dengel, Sheraz Ahmed:
FuseAD: Unsupervised Anomaly Detection in Streaming Sensors Data by Fusing Statistical and Deep Learning Models. Sensors 19(11): 2451 (2019)
[j35]
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Patrick Helber, Benjamin Bischke, Andreas Dengel, Damian Borth:
EuroSAT: A Novel Dataset and Deep Learning Benchmark for Land Use and Land Cover Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12(7): 2217-2226 (2019)
[c314]
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  - conf/aaaiss/ChatthaSMEDA19
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Muhammad Ali Chattha, Shoaib Ahmed Siddiqui, Muhammad Imran Malik, Ludger van Elst, Andreas Dengel, Sheraz Ahmed:
KINN: Incorporating Expert Knowledge in Neural Networks. AAAI Spring Symposium: Combining Machine Learning with Knowledge Engineering 2019
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  - conf/dicta/Al-NaserSOAKS019
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Mohammad Al-Naser, Shoaib Ahmed Siddiqui, Hiroki Ohashi, Sheraz Ahmed, Nakamura Katsuyki, Takuto Sato, Andreas Dengel:
OGaze: Gaze Prediction in Egocentric Videos for Attentional Object Selection. DICTA 2019: 1-8
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  - conf/dicta/RizviL0A19
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Syed Tahseen Raza Rizvi, Adriano Lucieri, Andreas Dengel, Sheraz Ahmed:
Benchmarking Object Detection Networks for Image Based Reference Detection in Document Images. DICTA 2019: 1-8
[c311]
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  - conf/huc/IshimaruMLK019
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Shoya Ishimaru, Takanori Maruichi, Manuel Landsmann, Koichi Kise, Andreas Dengel:
Electrooculography dataset for reading detection in the wild. UbiComp/ISWC Adjunct 2019: 85-88
[c310]
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  - conf/icann/MoserRHD19
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Brian B. Moser, Federico Raue, Jörn Hees, Andreas Dengel:
Comparison Between U-Net and U-ReNet Models in OCR Tasks. ICANN (3) 2019: 131-142
[c309]
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Tushar Karayil, Asif Irfan, Federico Raue, Jörn Hees, Andreas Dengel:
Conditional GANs for Image Captioning with Sentiments. ICANN (4) 2019: 300-312
[c308]
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Mohsin Munir, Shoaib Ahmed Siddiqui, Ferdinand Küsters, Dominique Mercier, Andreas Dengel, Sheraz Ahmed:
TSXplain: Demystification of DNN Decisions for Time-Series Using Natural Language and Statistical Features. ICANN (Workshop) 2019: 426-439
[c307]
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Fatemeh Azimi, Federico Raue, Jörn Hees, Andreas Dengel:
A Reinforcement Learning Approach for Sequential Spatial Transformer Networks. ICANN (1) 2019: 585-597
[c306]
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Muhammad Ali Chattha, Shoaib Ahmed Siddiqui, Mohsin Munir, Muhammad Imran Malik, Ludger van Elst, Andreas Dengel, Sheraz Ahmed:
DeepEX: Bridging the Gap Between Knowledge and Data Driven Techniques for Time Series Forecasting. ICANN (2) 2019: 639-651
[c305]
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  - conf/icdar/AndriyansahBJ019
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Redy Andriyansah, Syed Saqib Bukhari, Martin Jenckel, Andreas Dengel:
Using Balanced Training to Minimize Biased Classification. HIP@ICDAR 2019: 31-36
[c304]
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  - conf/icdar/EmanBJ019
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Eman Eman, Syed Saqib Bukhari, Martin Jenckel, Andreas Dengel:
Cursive Script Textline Image Transformation for Improving OCR Accuracy. WML@ICDAR 2019: 59-64
[c303]
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  - conf/icdar/HashmiPBJ019
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Khurram Azeem Hashmi, Rakshith Bymana Ponnappa, Syed Saqib Bukhari, Martin Jenckel, Andreas Dengel:
Feedback Learning: Automating the Process of Correcting and Completing the Extracted Information. WML@ICDAR 2019: 116-121
[c302]
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  - conf/icdar/RezaBJ019
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Mohammad Mohsin Reza, Syed Saqib Bukhari, Martin Jenckel, Andreas Dengel:
Table Localization and Segmentation using GAN and CNN. WML@ICDAR 2019: 152-157
[c301]
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  - conf/icdar/JenckelB019
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Martin Jenckel, Syed Saqib Bukhari, Andreas Dengel:
Analysis of Unsupervised Training Approaches for LSTM-Based OCR. ICDAR 2019: 1250-1255
[c300]
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  - conf/icdar/SinhaJB019
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Abhash Sinha, Martin Jenckel, Syed Saqib Bukhari, Andreas Dengel:
Unsupervised OCR Model Evaluation Using GAN. ICDAR 2019: 1256-1261
[c299]
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  - conf/icdar/BukhariI019
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Syed Saqib Bukhari, Zaryab Iftikhar, Andreas Dengel:
Chemical Structure Recognition (CSR) System: Automatic Analysis of 2D Chemical Structures in Document Images. ICDAR 2019: 1262-1267
[c298]
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  - conf/icdar/AsimKM0A19
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Muhammad Nabeel Asim, Muhammad Usman Ghani Khan, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed:
A Robust Hybrid Approach for Textual Document Classification. ICDAR 2019: 1390-1396
[c297]
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Shoaib Ahmed Siddiqui, Pervaiz Iqbal Khan, Andreas Dengel, Sheraz Ahmed:
Rethinking Semantic Segmentation for Table Structure Recognition in Documents. ICDAR 2019: 1397-1402
[c296]
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Shoaib Ahmed Siddiqui, Imran Ali Fateh, Syed Tahseen Raza Rizvi, Andreas Dengel, Sheraz Ahmed:
DeepTabStR: Deep Learning based Table Structure Recognition. ICDAR 2019: 1403-1409
[c295]
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Muhammad Nabeel Asim, Muhammad Usman Ghani Khan, Muhammad Imran Malik, Khizar Razzaque, Andreas Dengel, Sheraz Ahmed:
Two Stream Deep Network for Document Image Classification. ICDAR 2019: 1410-1416
[c294]
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  - conf/icgda/BaumbachRA019
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Sebastian Baumbach, Christoph Rubel, Sheraz Ahmed, Andreas Dengel:
Geospatial Customer, Competitor and Supplier Analysis for Site Selection of Supermarkets. ICGDA 2019: 110-114
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  - conf/icip/BischkeHFB019
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Benjamin Bischke, Patrick Helber, Joachim Folz, Damian Borth, Andreas Dengel:
Multi-Task Learning for Segmentation of Building Footprints with Deep Neural Networks. ICIP 2019: 1480-1484
[c292]
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  - conf/icmla/MunirCDA19
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Mohsin Munir, Muhammad Ali Chattha, Andreas Dengel, Sheraz Ahmed:
A Comparative Analysis of Traditional and Deep Learning-Based Anomaly Detection Methods for Streaming Data. ICMLA 2019: 561-566
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  - conf/icpram/DumpalaKBD19
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Veeru Dumpala, Sheela Raju Kurupathi, Syed Saqib Bukhari, Andreas Dengel:
Removal of Historical Document Degradations using Conditional GANs. ICPRAM 2019: 145-154
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Praveen Kumar Badimala Giridhara, Chinmaya Mishra, Reddy Kumar Modam Venkataramana, Syed Saqib Bukhari, Andreas Dengel:
A Study of Various Text Augmentation Techniques for Relation Classification in Free Text. ICPRAM 2019: 360-367
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Vijaya Kumar Bajjer Ramanna, Syed Saqib Bukhari, Andreas Dengel:
Document Image Dewarping using Deep Learning. ICPRAM 2019: 524-531
[c288]
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Mohammad Mohsin Reza, Md. Ajraf Rakib, Syed Saqib Bukhari, Andreas Dengel:
A Robust Page Frame Detection Method for Complex Historical Document Images. ICPRAM 2019: 556-564
[c287]
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  - conf/igarss/BischkeHH019
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Benjamin Bischke, Patrick Helber, Jörn Hees, Andreas Dengel:
Location-Specific Embedding Learning for the Semantic Segmentation of Building Footprints on a Global Scale. IGARSS 2019: 3951-3954
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Patrick Helber, Benjamin Bischke, Qiushi Guo, Jörn Hees, Andreas Dengel:
Multi-Scale Machine Learning for the Classification of Building Property Values. IGARSS 2019: 4873-4876
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Patrick Helber, Benjamin Bischke, Jörn Hees, Andreas Dengel:
Towards a Sentinel-2 Based Human Settlement Layer. IGARSS 2019: 5936-5939
[c284]
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  - conf/ijcnn/BlandfortKRH019
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Philipp Blandfort, Tushar Karayil, Federico Raue, Jörn Hees, Andreas Dengel:
Fusion Strategies for Learning User Embeddings with Neural Networks. IJCNN 2019: 1-8
[c283]
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  - conf/intellisys/AminLKADP19
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Kareem Amin, George Lancaster, Stelios Kapetanakis, Klaus-Dieter Althoff, Andreas Dengel, Miltos Petridis:
Advanced Similarity Measures Using Word Embeddings and Siamese Networks in CBR. IntelliSys (2) 2019: 449-462
[c282]
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Christian Jilek, Markus Schröder, Rudolf Novik, Sven Schwarz, Heiko Maus, Andreas Dengel:
Inflection-Tolerant Ontology-Based Named Entity Recognition for Real-Time Applications. LDK 2019: 11:1-11:14
[c281]
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  - conf/mir/KarayilBHD19
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Tushar Karayil, Philipp Blandfort, Jörn Hees, Andreas Dengel:
The Focus-Aspect-Value Model for Explainable Prediction of Subjective Visual Interpretation. ICMR 2019: 16-24
[c280]
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  - conf/miua/BajwaTMN0A19
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Muhammad Naseer Bajwa, Yoshinobu Taniguchi, Muhammad Imran Malik, Wolfgang Neumeier, Andreas Dengel, Sheraz Ahmed:
Combining Fine- and Coarse-Grained Classifiers for Diabetic Retinopathy Detection. MIUA 2019: 242-253
[c279]
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  - conf/pkdd/Al-NaserNAOSON019
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Mohammad Al-Naser, Takehiro Niikura, Sheraz Ahmed, Hiroki Ohashi, Takuto Sato, Mitsuhiro Okada, Katsuyuki Nakamura, Andreas Dengel:
Quantifying Quality of Actions Using Wearable Sensor. AALTD@PKDD/ECML 2019: 199-212
[c278]
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  - conf/reconfig/TekleyohannesRG19
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Menbere Kina Tekleyohannes, Vladimir Rybalkin, Muhammad Mohsin Ghaffar, Norbert Wehn, Andreas Dengel:
iDocChip - A Configurable Hardware Architecture for Historical Document Image Processing: Text Line Extraction. ReConFig 2019: 1-8
[c277]
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Kareem Amin, Stelios Kapetanakis, Nikolaos Polatidis, Klaus-Dieter Althoff, Andreas Dengel, Miltos Petridis:
Building Knowledge Intensive Architectures for Heterogeneous NLP Workflows. SGAI Conf. 2019: 152-157
[i35]
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  - journals/corr/abs-1901-02322
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Philipp Blandfort, Tushar Karayil, Federico Raue, Jörn Hees, Andreas Dengel:
Fusion Strategies for Learning User Embeddings with Neural Networks. CoRR abs/1901.02322 (2019)
[i34]
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  - journals/corr/abs-1902-05653
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Muhammad Ali Chattha, Shoaib Ahmed Siddiqui, Muhammad Imran Malik, Ludger van Elst, Andreas Dengel, Sheraz Ahmed:
KINN: Incorporating Expert Knowledge in Neural Networks. CoRR abs/1902.05653 (2019)
[i33]
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  - journals/corr/abs-1903-05872
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Markus Schröder, Christian Jilek, Andreas Dengel:
Interactive Concept Mining on Personal Data - Bootstrapping Semantic Services. CoRR abs/1903.05872 (2019)
[i32]
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  - journals/corr/abs-1903-12549
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Alireza Koochali, Peter Schichtel, Sheraz Ahmed, Andreas Dengel:
Probabilistic Forecasting of Sensory Data with Generative Adversarial Networks - ForGAN. CoRR abs/1903.12549 (2019)
[i31]
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Mohsin Munir, Shoaib Ahmed Siddiqui, Ferdinand Küsters, Dominique Mercier, Andreas Dengel, Sheraz Ahmed:
TSXplain: Demystification of DNN Decisions for Time-Series using Natural Language and Statistical Features. CoRR abs/1905.06175 (2019)
[i30]
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  - journals/corr/abs-1909-05478
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Muhammad Nabeel Asim, Muhammad Usman Ghani Khan, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed:
A Robust Hybrid Approach for Textual Document Classification. CoRR abs/1909.05478 (2019)
[i29]
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  - journals/corr/abs-1910-03498
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Dominique Mercier, Akansha Bhardwaj, Andreas Dengel, Sheraz Ahmed:
SentiCite: An Approach for Publication Sentiment Analysis. CoRR abs/1910.03498 (2019)
[i28]
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  - journals/corr/abs-1912-07266
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Syed Tahseen Raza Rizvi, Andreas Dengel, Sheraz Ahmed:
DeepBiRD: An Automatic Bibliographic Reference Detection Approach. CoRR abs/1912.07266 (2019)
[i27]
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Muhammad Nabeel Asim, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed:
A Robust and Precise ConvNet for small non-coding RNA classification (RPC-snRC). CoRR abs/1912.11356 (2019)
2018
[j34]
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Shoaib Ahmed Siddiqui, Muhammad Imran Malik, Stefan Agne, Andreas Dengel, Sheraz Ahmed:
DeCNT: Deep Deformable CNN for Table Detection. IEEE Access 6: 74151-74161 (2018)
[j33]
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Federico Raue, Andreas Dengel, Thomas M. Breuel, Marcus Liwicki:
Symbol Grounding Association in Multimodal Sequences with Missing Elements. J. Artif. Intell. Res. 61: 787-806 (2018)
[j32]
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  - journals/sensors/OhashiAANSD18
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Hiroki Ohashi, Mohammad Al-Naser, Sheraz Ahmed, Katsuyuki Nakamura, Takuto Sato, Andreas Dengel:
Attributes' Importance for Zero-Shot Pose-Classification Based on Wearable Sensors. Sensors 18(8): 2485 (2018)
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Riaz Ahmad, Muhammad Zeshan Afzal, Sheikh Faisal Rashid, Marcus Liwicki, Andreas Dengel:
Space Anomalies in OCRs for Arabic Like Scripts. ASAR 2018: 67-71
[c275]
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  - conf/cbmi/BischkeHKBD18
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Benjamin Bischke, Patrick Helber, Florian Koenig, Damian Borth, Andreas Dengel:
Overcoming Missing and Incomplete Modalities with Generative Adversarial Networks for Building Footprint Segmentation. CBMI 2018: 1-6
[c274]
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  - conf/cvpr/PalacioFHRBD18
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Sebastian Palacio, Joachim Folz, Jörn Hees, Federico Raue, Damian Borth, Andreas Dengel:
What Do Deep Networks Like to See? CVPR 2018: 3108-3117
[c273]
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  - conf/das/MohanBD18
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Srie Raam Mohan, Syed Saqib Bukhari, Andreas Dengel:
Layout Error Correction Using Deep Neural Networks. DAS 2018: 299-304
[c272]
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  - conf/das/BukhariSBLD18
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Syed Saqib Bukhari, Manabendra Saha, Praveen Badimala, Manesh Kumar Lohano, Andreas Dengel:
anyAlign: An Intelligent and Interactive Text-Alignment Web-Application for Historical Document. DAS 2018: 323-327
[c271]
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  - conf/das/MokhtarBD18
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Kareem Mokhtar, Syed Saqib Bukhari, Andreas Dengel:
OCR Error Correction: State-of-the-Art vs an NMT-based Approach. DAS 2018: 429-434
[c270]
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  - conf/doceng/KamathBD18
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Cannannore Nidhi Kamath, Syed Saqib Bukhari, Andreas Dengel:
Comparative Study between Traditional Machine Learning and Deep Learning Approaches for Text Classification. DocEng 2018: 14:1-14:11
[c269]
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  - conf/doceng/RybalkinBGGWD18
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Vladimir Rybalkin, Syed Saqib Bukhari, Muhammad Mohsin Ghaffar, Aqib Ghafoor, Norbert Wehn, Andreas Dengel:
iDocChip: A Configurable Hardware Architecture for Historical Document Image Processing: Percentile Based Binarization. DocEng 2018: 24:1-24:8
[c268]
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  - conf/esws/JilekSSMD18
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Christian Jilek, Markus Schröder, Sven Schwarz, Heiko Maus, Andreas Dengel:
Context Spaces as the Cornerstone of a Near-Transparent and Self-reorganizing Semantic Desktop. ESWC (Satellite Events) 2018: 89-94
[c267]
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  - conf/esws/SchroderJD18
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Markus Schröder, Christian Jilek, Andreas Dengel:
Deep Linking Desktop Resources. ESWC (Satellite Events) 2018: 202-207
[c266]
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  - conf/etra/JacobBID18
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Soumy Jacob, Syed Saqib Bukhari, Shoya Ishimaru, Andreas Dengel:
Gaze-based interest detection on newspaper articles. PETMEI@ETRA 2018: 4:1-4:7
[c265]
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  - conf/etra/Mozaffari0VAKD18
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Saleh Mozaffari, Pascal Klein, Jouni Viiri, Sheraz Ahmed, Jochen Kuhn, Andreas Dengel:
Evaluating similarity measures for gaze patterns in the context of representational competence in physics education. ETRA 2018: 51:1-51:5
[c264]
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  - conf/huc/HerurkarID18
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Dayananda Herurkar, Shoya Ishimaru, Andreas Dengel:
Combining Software-Based Eye Tracking and a Wide-Angle Lens for Sneaking Detection. UbiComp/ISWC Adjunct 2018: 54-57
[c263]
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Soumy Jacob, Shoya Ishimaru, Andreas Dengel:
Interest Detection While Reading Newspaper Articles by Utilizing a Physiological Sensing Wristband. UbiComp/ISWC Adjunct 2018: 78-81
[c262]
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Shoya Ishimaru, Nicolas Großmann, Andreas Dengel, Ko Watanabe, Yutaka Arakawa, Carina Heisel, Pascal Klein, Jochen Kuhn:
HyperMind Builder: Pervasive User Interface to Create Intelligent Interactive Documents. UbiComp/ISWC Adjunct 2018: 357-360
[c261]
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  - conf/icaart/StrickerBBD18
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Marco Stricker, Syed Saqib Bukhari, Damian Borth, Andreas Dengel:
Saliency based Adjective Noun Pair Detection System. ICAART (2) 2018: 387-394
[c260]
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  - conf/icaart/MercierBDA18
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Dominique Mercier, Akansha Bhardwaj, Andreas Dengel, Sheraz Ahmed:
SentiCite - An Approach for Publication Sentiment Analysis. ICAART (2) 2018: 422-429
[c259]
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  - conf/icaart/BaumbachBAD18
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Sebastian Baumbach, Arun Bhatt, Sheraz Ahmed, Andreas Dengel:
Towards a Digital Personal Trainer for Health Clubs - Sport Exercise Recognition Using Personalized Models and Deep Learning. ICAART (2) 2018: 438-445
[c258]
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  - conf/icaart/Al-NaserOANASND18
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Mohammad Al-Naser, Hiroki Ohashi, Sheraz Ahmed, Katsuyuki Nakamura, Takayuki Akiyama, Takuto Sato, Phong Xuan Nguyen, Andreas Dengel:
Hierarchical Model for Zero-shot Activity Recognition using Wearable Sensors. ICAART (2) 2018: 478-485
[c257]
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  - conf/icaart/RizviMAEDA18
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Syed Tahseen Raza Rizvi, Dominique Mercier, Stefan Agne, Steffen Erkel, Andreas Dengel, Sheraz Ahmed:
Ontology-based Information Extraction from Technical Documents. ICAART (2) 2018: 493-500
[c256]
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  - conf/iccbr/AminKADP18
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Kareem Amin, Stelios Kapetanakis, Klaus-Dieter Althoff, Andreas Dengel, Miltos Petridis:
Answering with Cases: A CBR Approach to Deep Learning. ICCBR 2018: 15-27
[c255]
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  - conf/icfhr/JenckelBD18
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Martin Jenckel, Syed Saqib Bukhari, Andreas Dengel:
Transcription Free LSTM OCR Model Evaluation. ICFHR 2018: 122-126
[c254]
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  - conf/icfhr/BukhariFKD18
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Syed Saqib Bukhari, Sumam Francis, Cannannore Nidhi Narayana Kamath, Andreas Dengel:
An Investigative Analysis of Different LSTM Libraries for Supervised and Unsupervised Architectures of OCR Training. ICFHR 2018: 447-452
[c253]
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  - conf/icpram/BayerBD18a
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Johannes Bayer, Syed Saqib Bukhari, Andreas Dengel:
Interactive Design Support for Architecture Projects During Early Phases Based on Recurrent Neural Networks. ICPRAM (Revised Selected Papers) 2018: 27-43
[c252]
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Johannes Bayer, Syed Saqib Bukhari, Andreas Dengel:
Interactive LSTM-Based Design Support in a Sketching Tool for the Architectural Domain - Floor Plan Generation and Auto Completion based on Recurrent Neural Networks. ICPRAM 2018: 115-123
[c251]
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Syed Saqib Bukhari, Ashutosh Gupta, Anil Kumar Tiwari, Andreas Dengel:
High Performance Layout Analysis of Medieval European Document Images. ICPRAM 2018: 324-331
[c250]
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  - conf/icpram/JenckelPBD18
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Martin Jenckel, Sourabh Sarvotham Parkala, Syed Saqib Bukhari, Andreas Dengel:
Impact of Training LSTM-RNN with Fuzzy Ground Truth. ICPRAM 2018: 388-393
[c249]
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  - conf/igarss/HelberBDB18
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Patrick Helber, Benjamin Bischke, Andreas Dengel, Damian Borth:
Introducing Eurosat: A Novel Dataset and Deep Learning Benchmark for Land Use and Land Cover Classification. IGARSS 2018: 204-207
[c248]
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Benjamin Bischke, Patrick Helber, Damian Borth, Andreas Dengel:
Segmentation of Imbalanced Classes in Satellite Imagery using Adaptive Uncertainty Weighted Class Loss. IGARSS 2018: 6191-6194
[c247]
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  - conf/iui/BrishtelIAKD18
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Iuliia Brishtel, Shoya Ishimaru, Olivier Augereau, Koichi Kise, Andreas Dengel:
Assessing Cognitive Workload on Printed and Electronic Media using Eye-Tracker and EDA Wristband. IUI Companion 2018: 45:1-45:2
[c246]
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  - conf/iui/ChanijaniRHABD18
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Seyyed Saleh Mozaffari Chanijani, Federico Raue, Saeid Dashti Hassanzadeh, Stefan Agne, Syed Saqib Bukhari, Andreas Dengel:
Reading Type Classification based on Generative Models and Bidirectional Long Short-Term Memory. IUI Workshops 2018
[c245]
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  - conf/jcdl/Lauscher0GSRADZ18
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Anne Lauscher, Kai Eckert, Lukas Galke, Ansgar Scherp, Syed Tahseen Raza Rizvi, Sheraz Ahmed, Andreas Dengel, Philipp Zumstein, Annette Klein:
Linked Open Citation Database: Enabling Libraries to Contribute to an Open and Interconnected Citation Graph. JCDL 2018: 109-118
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  - conf/ki/TimmSSSSS0RNMKJ18
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Ingo J. Timm, Steffen Staab, Michael Siebers, Claudia Schon, Ute Schmid, Kai Sauerwald, Lukas Reuter, Marco Ragni, Claudia Niederée, Heiko Maus, Gabriele Kern-Isberner, Christian Jilek, Paulina Friemann, Thomas Eiter, Andreas Dengel, Hannah Dames, Tanja Bock, Jan Ole Berndt, Christoph Beierle:
Intentional Forgetting in Artificial Intelligence Systems: Perspectives and Challenges. KI 2018: 357-365
[c243]
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  - conf/mediaeval/BischkeHD18
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Benjamin Bischke, Patrick Helber, Andreas Dengel:
Global-Local Feature Fusion for Image Classification of Flood Affected Roads from Social Multimedia. MediaEval 2018
[c242]
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  - conf/sgai/AminKADP18
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Kareem Amin, Stelios Kapetanakis, Klaus-Dieter Althoff, Andreas Dengel, Miltos Petridis:
Dynamic Process Workflow Routing Using Deep Learning. SGAI Conf. 2018: 132-142
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  - data/10/HelberBDB18
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Patrick Helber, Benjamin Bischke, Andreas Dengel, Damian Borth:
EuroSAT: A Novel Dataset and Deep Learning Benchmark for Land Use and Land Cover Classification. Version 1. Zenodo, 2018 [all versions]
[d1]
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  - data/10/HelberBDB23
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Patrick Helber, Benjamin Bischke, Andreas Dengel, Damian Borth:
EuroSAT: A Novel Dataset and Deep Learning Benchmark for Land Use and Land Cover Classification. Version 2. Zenodo, 2018 [all versions]
[i26]
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  - journals/corr/abs-1802-02952
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Shoaib Ahmed Siddiqui, Dominik Mercier, Mohsin Munir, Andreas Dengel, Sheraz Ahmed:
TSViz: Demystification of Deep Learning Models for Time-Series Analysis. CoRR abs/1802.02952 (2018)
[i25]
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  - journals/corr/abs-1803-07994
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Joachim Folz, Sebastian Palacio, Jörn Hees, Damian Borth, Andreas Dengel:
Adversarial Defense based on Structure-to-Signal Autoencoders. CoRR abs/1803.07994 (2018)
[i24]
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  - journals/corr/abs-1803-08337
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Sebastian Palacio, Joachim Folz, Jörn Hees, Federico Raue, Damian Borth, Andreas Dengel:
What do Deep Networks Like to See? CoRR abs/1803.08337 (2018)
[i23]
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  - journals/corr/abs-1804-04175
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Markus Schröder, Christian Jilek, Jörn Hees, Sven Hertling, Andreas Dengel:
An Easy & Collaborative RDF Data Entry Method using the Spreadsheet Metaphor. CoRR abs/1804.04175 (2018)
[i22]
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  - journals/corr/abs-1805-02181
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Christian Jilek, Markus Schröder, Sven Schwarz, Heiko Maus, Andreas Dengel:
Context Spaces as the Cornerstone of a Near-Transparent & Self-Reorganizing Semantic Desktop. CoRR abs/1805.02181 (2018)
[i21]
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  - journals/corr/abs-1805-03491
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Markus Schröder, Christian Jilek, Andreas Dengel:
Deep Linking Desktop Resources. CoRR abs/1805.03491 (2018)
[i20]
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  - journals/corr/abs-1806-04952
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Markus Schröder, Christian Jilek, Jörn Hees, Andreas Dengel:
Towards Semantically Enhanced Data Understanding. CoRR abs/1806.04952 (2018)
[i19]
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  - journals/corr/abs-1808-01358
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  - https://dblp.org/rec/journals/corr/abs-1808-01358
Hiroki Ohashi, Mohammad Al-Naser, Sheraz Ahmed, Katsuyuki Nakamura, Takuto Sato, Andreas Dengel:
Attributes' Importance for Zero-Shot Pose-Classification Based on Wearable Sensors. CoRR abs/1808.01358 (2018)
[i18]
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Benjamin Bischke, Patrick Helber, Florian König, Damian Borth, Andreas Dengel:
Overcoming Missing and Incomplete Modalities with Generative Adversarial Networks for Building Footprint Segmentation. CoRR abs/1808.03195 (2018)
[i17]
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Shailza Jolly, Sandro Pezzelle, Tassilo Klein, Andreas Dengel, Moin Nabi:
The Wisdom of MaSSeS: Majority, Subjectivity, and Semantic Similarity in the Evaluation of VQA. CoRR abs/1809.04344 (2018)
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Tushar Karayil, Philipp Blandfort, Jörn Hees, Andreas Dengel:
The Focus-Aspect-Polarity Model for Predicting Subjective Noun Attributes in Images. CoRR abs/1810.06219 (2018)
[i15]
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Christian Jilek, Yannick Runge, Claudia Niederée, Heiko Maus, Tobias Tempel, Andreas Dengel, Christian Frings:
Managed Forgetting to Support Information Management and Knowledge Work. CoRR abs/1811.12155 (2018)
[i14]
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Christian Jilek, Jessica Chwalek, Sven Schwarz, Markus Schröder, Heiko Maus, Andreas Dengel:
Advanced Memory Buoyancy for Forgetful Information Systems. CoRR abs/1811.12177 (2018)
[i13]
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Christian Jilek, Markus Schröder, Rudolf Novik, Sven Schwarz, Heiko Maus, Andreas Dengel:
Inflection-Tolerant Ontology-Based Named Entity Recognition for Real-Time Applications. CoRR abs/1812.02119 (2018)
2017
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Riaz Ahmad, Muhammad Zeshan Afzal, Sheikh Faisal Rashid, Marcus Liwicki, Andreas Dengel:
Text-line segmentation of large titles and headings in Arabic like script. ASAR 2017: 168-172
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  - conf/huc/IshimaruD17
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Shoya Ishimaru, Andreas Dengel:
ARFLED: ability recognition framework for learning and education. UbiComp/ISWC Adjunct 2017: 339-343
[c239]
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Shoya Ishimaru, Kensuke Hoshika, Kai Kunze, Koichi Kise, Andreas Dengel:
Towards reading trackers in the wild: detecting reading activities by EOG glasses and deep neural networks. UbiComp/ISWC Adjunct 2017: 704-711
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Koichi Kise, Olivier Augereau, Yuzuko Utsumi, Masakazu Iwamura, Kai Kunze, Shoya Ishimaru, Andreas Dengel:
Quantified reading and learning for sharing experiences. UbiComp/ISWC Adjunct 2017: 724-731
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  - conf/icaart/StrickerBACBD17
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Marco Stricker, Syed Saqib Bukhari, Mohammad Al-Naser, Seyyed Saleh Mozafari Chanijani, Damian Borth, Andreas Dengel:
Which Saliency Detection Method is the Best to Estimate the Human Attention for Adjective Noun Concepts?. ICAART (2) 2017: 185-195
[c236]
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Sven Hertling, Markus Schröder, Christian Jilek, Andreas Dengel:
Where is that Button Again?! - Towards a Universal GUI Search Engine. ICAART (2) 2017: 217-227
[c235]
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  - conf/icaart/BaumbachD17
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Sebastian Baumbach, Andreas Dengel:
Measuring the Performance of Push-ups - Qualitative Sport Activity Recognition. ICAART (2) 2017: 374-381
[c234]
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  - conf/icann/RauePDL17
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Federico Raue, Sebastian Palacio, Andreas Dengel, Marcus Liwicki:
Classless Association Using Neural Networks. ICANN (2) 2017: 165-173
[c233]
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  - conf/iccbr/AyzenshtadtLBAP17
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Viktor Ayzenshtadt, Christoph Langenhan, Syed Saqib Bukhari, Klaus-Dieter Althoff, Frank Petzold, Andreas Dengel:
Extending the Flexibility of Case-Based Design Support Tools: A Use Case in the Architectural Domain. ICCBR 2017: 46-60
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Riaz Ahmad, Saeeda Naz, Muhammad Zeshan Afzal, Sheikh Faisal Rashid, Marcus Liwicki, Andreas Dengel:
KHATT: A Deep Learning Benchmark on Arabic Script. MOCR@ICDAR 2017: 10-14
[c231]
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Riaz Ahmad, Saeeda Naz, Muhammad Zeshan Afzal, Sheikh Faisal Rashid, Marcus Liwicki, Andreas Dengel:
The Impact of Visual Similarities of Arabic-Like Scripts Regarding Learning in an OCR System. MOCR@ICDAR 2017: 15-19
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  - conf/icdar/BeckCBD17
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Marc Beck, Seyyed Saleh Mozaffari Chanijani, Syed Saqib Bukhari, Andreas Dengel:
Landscape or Portrait? The Impact of Page Orientation on the Understandability of Scientific Posters. HDI@ICDAR 2017: 23-27
[c229]
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Shoya Ishimaru, Soumy Jacob, Apurba Roy, Syed Saqib Bukhari, Carina Heisel, Nicolas Großmann, Michael Thees, Jochen Kuhn, Andreas Dengel:
Cognitive State Measurement on Learning Materials by Utilizing Eye Tracker and Thermal Camera. HDI@ICDAR 2017: 32-36
[c228]
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  - conf/icdar/JenckelBD17
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Martin Jenckel, Syed Saqib Bukhari, Andreas Dengel:
Training LSTM-RNN with Imperfect Transcription: Limitations and Outcomes. HIP@ICDAR 2017: 48-53
[c227]
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  - conf/icdar/BayerBD17
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Johannes Bayer, Syed Saqib Bukhari, Andreas Dengel:
Floor Plan Generation and Auto Completion Based on Recurrent Neural Networks. GREC@ICDAR 2017: 49-50
[c226]
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  - conf/icdar/BhardwajMHAD17
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Akansha Bhardwaj, Dominique Mercier, Hisham Hashmi, Sheraz Ahmed, Andreas Dengel:
Academic Community Explorer (ACE) for Syntactic, Semantic and Pragmatic Document Analysis. ICDAR 2017: 262-267
[c225]
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Syed Saqib Bukhari, Ahmad Kadi, Mohammad Ayman Jouneh, Fahim Mahmood Mir, Andreas Dengel:
anyOCR: An Open-Source OCR System for Historical Archives. ICDAR 2017: 305-310
[c224]
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  - conf/icdar/RashidAAAD17
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Sheikh Faisal Rashid, Abdullah Akmal, Muhammad Adnan, Ali Adnan Aslam, Andreas Dengel:
Table Recognition in Heterogeneous Documents Using Machine Learning. ICDAR 2017: 777-782
[c223]
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  - conf/icdar/DashSSGAMDA17
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Ayushman Dash, Amit Sahu, Rajveer Shringi, John Cristian Borges Gamboa, Muhammad Zeshan Afzal, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed:
AirScript - Creating Documents in Air. ICDAR 2017: 908-913
[c222]
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Amir Riad, Christian Sporer, Syed Saqib Bukhari, Andreas Dengel:
Classification and Information Extraction for Complex and Nested Tabular Structures in Images. ICDAR 2017: 1156-1161
[c221]
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  - conf/icdar/SchreiberAWDA17
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Sebastian Schreiber, Stefan Agne, Ivo Wolf, Andreas Dengel, Sheraz Ahmed:
DeepDeSRT: Deep Learning for Detection and Structure Recognition of Tables in Document Images. ICDAR 2017: 1162-1167
[c220]
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Mohsin Munir, Steffen Erkel, Andreas Dengel, Sheraz Ahmed:
Pattern-Based Contextual Anomaly Detection in HVAC Systems. ICDM Workshops 2017: 1066-1073
[c219]
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Akansha Bhardwaj, Dominik Mercier, Andreas Dengel, Sheraz Ahmed:
DeepBIBX: Deep Learning for Image Based Bibliographic Data Extraction. ICONIP (2) 2017: 286-293
[c218]
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Qamer Uddin Sabri, Johannes Bayer, Viktor Ayzenshtadt, Syed Saqib Bukhari, Klaus-Dieter Althoff, Andreas Dengel:
Semantic Pattern-based Retrieval of Architectural Floor Plans with Case-based and Graph-based Searching Techniques and their Evaluation and Visualization. ICPRAM 2017: 50-60
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Qamer Uddin Sabri, Johannes Bayer, Viktor Ayzenshtadt, Syed Saqib Bukhari, Klaus-Dieter Althoff, Andreas Dengel:
Semi-automated Testing of an Architectural Floor Plan Retrieval Framework: Quantitative and Qualitative Comparison of Semantic Pattern-Based Matching Approaches. ICPRAM (Revised Selected Papers) 2017: 169-189
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  - conf/indin/GuGBBMWSD17
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Ying Gu, Ram Kumar Ganesan, Benjamin Bischke, Ansgar Bernardi, Alexander Maier, Heinrich Warkentin, Thilo Steckel, Andreas Dengel:
Grid-based outlier detection in large data sets for combine harvesters. INDIN 2017: 811-818
[c215]
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  - conf/mediaeval/BischkeBGHBD17
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Benjamin Bischke, Prakriti Bhardwaj, Aman Gautam, Patrick Helber, Damian Borth, Andreas Dengel:
Detection of Flooding Events in Social Multimedia and Satellite Imagery using Deep Neural Networks. MediaEval 2017
[c214]
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Benjamin Bischke, Patrick Helber, Christian Schulze, Venkat Srinivasan, Andreas Dengel, Damian Borth:
The Multimedia Satellite Task at MediaEval 2017. MediaEval 2017
[c213]
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  - conf/mm/BlandfortKBD17
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Philipp Blandfort, Tushar Karayil, Damian Borth, Andreas Dengel:
Image Captioning in the Wild: How People Caption Images on Flickr. MUSA2@MM 2017: 21-29
[c212]
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  - conf/semweb/HeesBFBD17
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Jörn Hees, Rouven Bauer, Joachim Folz, Damian Borth, Andreas Dengel:
Predicting Human Associations with Graph Patterns Learned from Linked Data. ISWC (Posters, Demos & Industry Tracks) 2017
[c211]
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Markus Schröder, Christian Jilek, Jörn Hees, Sven Hertling, Andreas Dengel:
RDF Spreadsheet Editor: Get (G)rid of Your RDF Data Entry Problems. ISWC (Posters, Demos & Industry Tracks) 2017
[i12]
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Ayushman Dash, Amit Sahu, Rajveer Shringi, John Cristian Borges Gamboa, Muhammad Zeshan Afzal, Muhammad Imran Malik, Sheraz Ahmed, Andreas Dengel:
AirScript - Creating Documents in Air. CoRR abs/1705.11181 (2017)
[i11]
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  - journals/corr/abs-1709-00029
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Patrick Helber, Benjamin Bischke, Andreas Dengel, Damian Borth:
EuroSAT: A Novel Dataset and Deep Learning Benchmark for Land Use and Land Cover Classification. CoRR abs/1709.00029 (2017)
[i10]
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  - journals/corr/abs-1709-05254
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Marco Schreyer, Timur Sattarov, Damian Borth, Andreas Dengel, Bernd Reimer:
Detection of Anomalies in Large Scale Accounting Data using Deep Autoencoder Networks. CoRR abs/1709.05254 (2017)
[i9]
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  - journals/corr/abs-1709-05932
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Benjamin Bischke, Patrick Helber, Joachim Folz, Damian Borth, Andreas Dengel:
Multi-Task Learning for Segmentation of Building Footprints with Deep Neural Networks. CoRR abs/1709.05932 (2017)
2016
[c210]
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  - conf/das/AsadUSD16
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Fallak Asad, Adnan Ul-Hasan, Faisal Shafait, Andreas Dengel:
High Performance OCR for Camera-Captured Blurred Documents with LSTM Networks. DAS 2016: 7-12
[c209]
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  - conf/das/ElkasrawiDAB16
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Sarah Elkasrawi, Andreas Dengel, Ahmed Abdelsamad, Syed Saqib Bukhari:
What You See is What You Get? Automatic Image Verification for Online News Content. DAS 2016: 114-119
[c208]
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Adnan Ul-Hasan, Syed Saqib Bukhari, Andreas Dengel:
OCRoRACT: A Sequence Learning OCR System Trained on Isolated Characters. DAS 2016: 174-179
[c207]
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  - conf/ekaw/HeesBFBD16
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Jörn Hees, Rouven Bauer, Joachim Folz, Damian Borth, Andreas Dengel:
An Evolutionary Algorithm to Learn SPARQL Queries for Source-Target-Pairs - Finding Patterns for Human Associations in DBpedia. EKAW 2016: 337-352
[c206]
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Jörn Hees, Rouven Bauer, Joachim Folz, Damian Borth, Andreas Dengel:
Edinburgh Associative Thesaurus as RDF and DBpedia Mapping. ESWC (Satellite Events) 2016: 17-20
[c205]
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Jörn Hees, Rouven Bauer, Joachim Folz, Damian Borth, Andreas Dengel:
Erratum to: Edinburgh Associative Thesaurus as RDF and DBpedia Mapping. ESWC (Satellite Events) 2016
[c204]
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  - conf/esws/HertlingSJD16
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Sven Hertling, Markus Schröder, Christian Jilek, Andreas Dengel:
Top-k Shortest Paths in Directed Labeled Multigraphs. SemWebEval@ESWC 2016: 200-212
[c203]
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  - conf/huc/IshimaruKKD16
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Shoya Ishimaru, Kai Kunze, Koichi Kise, Andreas Dengel:
The wordometer 2.0: estimating the number of words you read in real life using commercial EOG glasses. UbiComp Adjunct 2016: 293-296
[c202]
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  - conf/huc/DinglerKNGGDK16
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Tilman Dingler, Kai Kunze, Evangelos Niforatos, Cathal Gurrin, Ioannis Giannopoulos, Andreas Dengel, Koichi Kise:
WAHM 2016: 3rd workshop on ubiquitous technologies for augmenting the human mind. UbiComp Adjunct 2016: 1010-1013
[c201]
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  - conf/huc/ChanijaniKBKD16
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Seyyed Saleh Mozaffari Chanijani, Pascal Klein, Syed Saqib Bukhari, Jochen Kuhn, Andreas Dengel:
Entropy based transition analysis of eye movement on physics representational competence. UbiComp Adjunct 2016: 1027-1034
[c200]
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Shoya Ishimaru, Syed Saqib Bukhari, Carina Heisel, Jochen Kuhn, Andreas Dengel:
Towards an intelligent textbook: eye gaze based attention extraction on materials for learning and instruction in physics. UbiComp Adjunct 2016: 1041-1045
[c199]
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Christian Jilek, Sven Schwarz, Heiko Maus, Andreas Dengel:
Managed forgetting, data condensation & preservation in application. UbiComp Adjunct 2016: 1046-1053
[c198]
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Shoya Ishimaru, Tilman Dingler, Kai Kunze, Koichi Kise, Andreas Dengel:
Reading interventions: tracking reading state and designing interventions. UbiComp Adjunct 2016: 1759-1764
[c197]
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  - conf/icaart/AyzenshtadtLBAP16
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Viktor Ayzenshtadt, Christoph Langenhan, Syed Saqib Bukhari, Klaus-Dieter Althoff, Frank Petzold, Andreas Dengel:
Thinking With Containers: A Multi-Agent Retrieval Approach for the Case-Based Semantic Search of Architectural Designs. ICAART (1) 2016: 149-156
[c196]
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Bishoy Sefen, Sebastian Baumbach, Andreas Dengel, Slim Abdennadher:
Human Activity Recognition - Using Sensor Data of Smartphones and Smartwatches. ICAART (2) 2016: 488-493
[c195]
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Federico Raue, Sebastian Palacio, Thomas M. Breuel, Wonmin Byeon, Andreas Dengel, Marcus Liwicki:
Symbolic Association Using Parallel Multilayer Perceptron. ICANN (2) 2016: 347-354
[c194]
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Viktor Ayzenshtadt, Christoph Langenhan, Johannes Roith, Syed Saqib Bukhari, Klaus-Dieter Althoff, Frank Petzold, Andreas Dengel:
Comparative Evaluation of Rule-Based and Case-Based Retrieval Coordination for Search of Architectural Building Designs. ICCBR 2016: 16-31
[c193]
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Riaz Ahmad, Muhammad Zeshan Afzal, Sheikh Faisal Rashid, Marcus Liwicki, Thomas M. Breuel, Andreas Dengel:
KPTI: Katib's Pashto Text Imagebase and Deep Learning Benchmark. ICFHR 2016: 453-458
[c192]
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Brennan Nunamaker, Syed Saqib Bukhari, Damian Borth, Andreas Dengel:
A Tesseract-based OCR framework for historical documents lacking ground-truth text. ICIP 2016: 3269-3273
[c191]
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  - conf/icmu/ChanijaniABBAD16
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Seyyed Saleh Mozaffari Chanijani, Mohammad Al-Naser, Syed Saqib Bukhari, Damian Borth, Shanley E. M. Alleny, Andreas Dengel:
An eye movement study on scientific papers using wearable eye tracking technology. ICMU 2016: 1-6
[c190]
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  - conf/icpr/JenckelBD16
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Martin Jenckel, Syed Saqib Bukhari, Andreas Dengel:
anyOCR: A sequence learning based OCR system for unlabeled historical documents. ICPR 2016: 4035-4040
[c189]
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Andreas Dengel:
Digital Co-Creation and Augmented Learning. KMO 2016: 3
[c188]
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Viktor Ayzenshtadt, Klaus-Dieter Althoff, Syed Saqib Bukhari, Andreas Dengel, Ada Mikyas:
Ontology-based Communication Architecture Within a Distributed Case-Based Retrieval System for Architectural Designs. LWDA 2016: 291-298
[c187]
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Seyyed Saleh Mozaffari Chanijani, Pascal Klein, Mohammad Al-Naser, Syed Saqib Bukhari, Jochen Kuhn, Andreas Dengel:
A study on representational competence in physics using mobile eye tracking systems. MobileHCI Adjunct 2016: 1029-1032
[c186]
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Mohammad Al-Naser, Peter Lanzer, Andreas Dengel, Syed Saqib Bukhari, Seyyed Saleh Mozaffari Chanijani:
Knowledge transfer from experts to novices in minimally invasive catheter-mediated (MIC) interventions, eye-tracking study. MobileHCI Adjunct 2016: 1033-1036
[c185]
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Philipp Blandfort, Tushar Karayil, Damian Borth, Andreas Dengel:
Introducing Concept And Syntax Transition Networks for Image Captioning. ICMR 2016: 385-388
[c184]
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Alireza Koochali, Sebastian Kalkowski, Andreas Dengel, Damian Borth, Christian Schulze:
Which Languages do People Speak on Flickr?: A Language and Geo-Location Study of the YFCC100m Dataset. MMCommons @ ACM Multimedia 2016: 35-42
[c183]
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Benjamin Bischke, Damian Borth, Christian Schulze, Andreas Dengel:
Contextual Enrichment of Remote-Sensed Events with Social Media Streams. ACM Multimedia 2016: 1077-1081
[c182]
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  - conf/mm/KarayilBBD16
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Tushar Karayil, Philipp Blandfort, Damian Borth, Andreas Dengel:
Generating Affective Captions using Concept And Syntax Transition Networks. ACM Multimedia 2016: 1111-1115
[c181]
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  - conf/semweb/EldesoukyBMD16
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Bahaa Eldesouky, Menna Bakry, Heiko Maus, Andreas Dengel:
Seed, an End-User Text Composition Tool for the Semantic Web. ISWC (1) 2016: 218-233
[c180]
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  - conf/sigmod/IssaED16
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Hassan Issa, Ludger van Elst, Andreas Dengel:
Using smartphones for prototyping semantic sensor analysis systems. SBD@SIGMOD 2016: 7
[c179]
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  - conf/webist/IssaGBAD16
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Hassan Issa, Amir Guirguis, Shary Beshara, Stefan Agne, Andreas Dengel:
Preference based Filtering and Recommendations for Running Routes. WEBIST (2) 2016: 139-146
[i8]
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Sheraz Ahmed, Muhammad Imran Malik, Muhammad Zeshan Afzal, Koichi Kise, Masakazu Iwamura, Andreas Dengel, Marcus Liwicki:
A Generic Method for Automatic Ground Truth Generation of Camera-captured Documents. CoRR abs/1605.01189 (2016)
[i7]
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Jörn Hees, Benjamin Adrian, Ralf Biedert, Thomas Roth-Berghofer, Andreas Dengel:
TSSort: Probabilistic Noise Resistant Sorting. CoRR abs/1606.05289 (2016)
[i6]
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Sebastian Säger, Damian Borth, Benjamin Elizalde, Christian Schulze, Bhiksha Raj, Ian R. Lane, Andreas Dengel:
AudioSentibank: Large-scale Semantic Ontology of Acoustic Concepts for Audio Content Analysis. CoRR abs/1607.03766 (2016)
[i5]
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Jörn Hees, Rouven Bauer, Joachim Folz, Damian Borth, Andreas Dengel:
An Evolutionary Algorithm to Learn SPARQL Queries for Source-Target-Pairs: Finding Patterns for Human Associations in DBpedia. CoRR abs/1607.07249 (2016)
[i4]
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Sebastian Baumbach, Frank Wittich, Florian Sachs, Sheraz Ahmed, Andreas Dengel:
A Novel Approach for Data-Driven Automatic Site Recommendation and Selection. CoRR abs/1608.01212 (2016)
2015
[j31]
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  - journals/wias/BahrainianDXP15
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Seyed Ali Bahrainian, Andreas Dengel:
Sentiment analysis of texts by capturing underlying sentiment patterns. Web Intell. 13(1): 53-68 (2015)
[c178]
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  - conf/acpr/ShdaifatBTD15
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Mustafa Shdaifat, Syed Saqib Bukhari, Takumi Toyama, Andreas Dengel:
Robust object recognition in wearable eye tracking system. ACPR 2015: 650-654
[c177]
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  - conf/grec/BayerBLLAPD15
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Johannes Bayer, Syed Saqib Bukhari, Christoph Langenhan, Marcus Liwicki, Klaus-Dieter Althoff, Frank Petzold, Andreas Dengel:
Migrating the Classical Pen-and-Paper Based Conceptual Sketching of Architecture Plans Towards Computer Tools - Prototype Design and Evaluation. GREC 2015: 47-59
[c176]
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Bahaa Eldesouky, Heiko Maus, Sven Schwarz, Andreas Dengel:
Seed, a Natural Language Interface to Knowledge Bases. HCI (4) 2015: 280-290
[c175]
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  - conf/huc/KunzeMISLDIK15
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Kai Kunze, Katsutoshi Masai, Masahiko Inami, Ömer Sacakli, Marcus Liwicki, Andreas Dengel, Shoya Ishimaru, Koichi Kise:
Quantifying reading habits: counting how many words you read. UbiComp 2015: 87-96
[c174]
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  - conf/huc/MatsubaraFTLDK15
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Mizuki Matsubara, Joachim Folz, Takumi Toyama, Marcus Liwicki, Andreas Dengel, Koichi Kise:
Extraction of read text using a wearable eye tracker for automatic video annotation. UbiComp/ISWC Adjunct 2015: 849-854
[c173]
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  - conf/icdar/AfzalPSBDL15
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Muhammad Zeshan Afzal, Joan Pastor-Pellicer, Faisal Shafait, Thomas M. Breuel, Andreas Dengel, Marcus Liwicki:
Document Image Binarization using LSTM: A Sequence Learning Approach. HIP@ICDAR 2015: 79-84
[c172]
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Syed Saqib Bukhari, Andreas Dengel:
Visual appearance based document classification methods: Performance evaluation and benchmarking. ICDAR 2015: 981-985
[c171]
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  - conf/icdar/EldesoukyBMD15
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Bahaa Eldesouky, Menna Bakry, Heiko Maus, Andreas Dengel:
Supporting early contextualization of textual content in digital documents on the Web. ICDAR 2015: 1071-1075
[c170]
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  - conf/icdar/AfzalCMMBDL15
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Muhammad Zeshan Afzal, Samuele Capobianco, Muhammad Imran Malik, Simone Marinai, Thomas M. Breuel, Andreas Dengel, Marcus Liwicki:
Deepdocclassifier: Document classification with deep Convolutional Neural Network. ICDAR 2015: 1111-1115
[c169]
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Riaz Ahmad, Muhammad Zeshan Afzal, Sheikh Faisal Rashid, Marcus Liwicki, Andreas Dengel, Thomas M. Breuel:
Recognizable units in Pashto language for OCR. ICDAR 2015: 1246-1250
[c168]
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  - conf/icmcs/ChanijaniBD15
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Seyyed Saleh Mozafari Chanijani, Syed Saqib Bukhari, Andreas Dengel:
Analysis of text layout quality using wearable eye trackers. ICME Workshops 2015: 1-6
[c167]
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  - conf/icmcs/JilekMSD15
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Christian Jilek, Heiko Maus, Sven Schwarz, Andreas Dengel:
Diary generation from personal information models to support contextual remembering and reminiscence. ICME Workshops 2015: 1-6
[c166]
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  - conf/ict4ageingwell/IssaSABD15
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Hassan Issa, Alaa Shafaee, Stefan Agne, Stephan Baumann, Andreas Dengel:
User-sentiment based Evaluation for Market Fitness Trackers - Evaluation of Fitbit One, Jawbone Up and Nike+ Fuelband based on Amazon.com Customer Reviews. ICT4AgeingWell 2015: 171-179
[c165]
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Jochen Kuhn, Alexander Nussbaumer, Johanna Pirker, Dimosthenis Karatzas, Alain Pagani, Owen Conlan, Martin Memmel, Christina M. Steiner, Christian Gütl, Dietrich Albert, Andreas Dengel:
Advancing Physics Learning Through Traversing a Multi-Modal Experimentation Space. Intelligent Environments (Workshops) 2015: 373-380
[c164]
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  - conf/mm/KalkowskiSDB15
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Sebastian Kalkowski, Christian Schulze, Andreas Dengel, Damian Borth:
Real-time Analysis and Visualization of the YFCC100m Dataset. MMCommons@ACM Multimedia 2015: 25-30
[c163]
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Joachim Folz, Christian Schulze, Damian Borth, Andreas Dengel:
Aesthetic Photo Enhancement using Machine Learning and Case-Based Reasoning. ASM@ACM Multimedia 2015: 27-32
[c162]
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Mohammad Al-Naser, Seyyed Saleh Mozafari Chanijani, Syed Saqib Bukhari, Damian Borth, Andreas Dengel:
What Makes a Beautiful Landscape Beautiful: Adjective Noun Pairs Attention by Eye-Tracking and Gaze Analysis. ASM@ACM Multimedia 2015: 51-56
[i3]
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Peter Burkert, Felix Trier, Muhammad Zeshan Afzal, Andreas Dengel, Marcus Liwicki:
DeXpression: Deep Convolutional Neural Network for Expression Recognition. CoRR abs/1509.05371 (2015)
[i2]
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Federico Raue, Thomas M. Breuel, Andreas Dengel, Marcus Liwicki:
Symbol Grounding Association in Multimodal Sequences with Missing Elements. CoRR abs/1511.04401 (2015)
2014
[j30]
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  - journals/eaai/ForcherRAD14
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Björn Forcher, Thomas Roth-Berghofer, Stefan Agne, Andreas Dengel:
Intuitive justifications of medical semantic search results. Eng. Appl. Artif. Intell. 30: 1-17 (2014)
[j29]
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  - journals/paa/ReifSGBD14
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Matthias Reif, Faisal Shafait, Markus Goldstein, Thomas M. Breuel, Andreas Dengel:
Automatic classifier selection for non-experts. Pattern Anal. Appl. 17(1): 83-96 (2014)
[j28]
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  - journals/prl/AhmedWLLDP14
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Sheraz Ahmed, Markus Weber, Marcus Liwicki, Christoph Langenhan, Andreas Dengel, Frank Petzold:
Automatic analysis and sketch-based retrieval of architectural floor plans. Pattern Recognit. Lett. 35: 91-100 (2014)
[j27]
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Marcus Liwicki, Sebastian Ebert, Andreas Dengel:
Bridging the gap between handwriting recognition and knowledge management. Pattern Recognit. Lett. 35: 204-213 (2014)
[c161]
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  - conf/aughuman/IshimaruKKWDLB14
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Shoya Ishimaru, Kai Kunze, Koichi Kise, Jens Weppner, Andreas Dengel, Paul Lukowicz, Andreas Bulling:
In the blink of an eye: combining head motion and eye blink frequency for activity recognition with Google Glass. AH 2014: 15:1-15:4
[c160]
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  - conf/huc/ShigaDTKU14
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Yuki Shiga, Andreas Dengel, Takumi Toyama, Koichi Kise, Yuzuko Utsumi:
Daily activity recognition combining gaze motion and visual features. UbiComp Adjunct 2014: 1103-1111
[c159]
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Salma Tayel, Stefan Agne, Andreas Dengel, Slim Abdennadher:
An Aggressive Feature Selection Technique for Rule-based Text Categorization. ICAART (1) 2014: 511-517
[c158]
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  - conf/icfhr/MalikLDUF14
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Muhammad Imran Malik, Marcus Liwicki, Andreas Dengel, Seiichi Uchida, Volkmar Frinken:
Automatic Signature Stability Analysis and Verification Using Local Features. ICFHR 2014: 621-626
[c157]
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Takumi Toyama, Daniel Sonntag, Andreas Dengel, Takahiro Matsuda, Masakazu Iwamura, Koichi Kise:
A mixed reality head-mounted text translation system using eye gaze input. IUI 2014: 329-334
[c156]
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Christian Schulze, Dominik Henter, Damian Borth, Andreas Dengel:
Automatic Detection of CSA Media by Multi-modal Feature Fusion for Law Enforcement Support. ICMR 2014: 353
[c155]
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Alaa Shafaee, Hassan Issa, Stefan Agne, Stephan Baumann, Andreas Dengel:
Aspect-Based Sentiment Analysis of Amazon Reviews for Fitness Tracking Devices. PAKDD Workshops 2014: 50-61
[c154]
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Seyed Ali Bahrainian, Marcus Liwicki, Andreas Dengel:
Fuzzy Subjective Sentiment Phrases: A Context Sensitive and Self-Maintaining Sentiment Lexicon. WI-IAT (2) 2014: 361-368
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Andreas Dengel, Faisal Shafait:
Analysis of the Logical Layout of Documents. Handbook of Document Image Processing and Recognition 2014: 177-222
[i1]
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Tim Althoff, Damian Borth, Jörn Hees, Andreas Dengel:
Analysis and Forecasting of Trending Topics in Online Media Streams. CoRR abs/1405.7452 (2014)
2013
[j26]
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Christoph Langenhan, Markus Weber, Marcus Liwicki, Frank Petzold, Andreas Dengel:
Graph-based retrieval of building information models for supporting the early design stages. Adv. Eng. Informatics 27(4): 413-426 (2013)
[j25]
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Andreas Dengel:
Special Issue on Artificial Intelligence in Agriculture. Künstliche Intell. 27(4): 309-311 (2013)
[j24]
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Andreas Dengel:
The Role of Linked Data in Agriculture - Interview with Johannes Keizer, Information Systems Officer at the Food and Agriculture Organization of the United Nations. Künstliche Intell. 27(4): 363-364 (2013)
[j23]
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Darko Obradovic, Stephan Baumann, Andreas Dengel:
A social network analysis and mining methodology for the monitoring of specific domains in the blogosphere. Soc. Netw. Anal. Min. 3(2): 221-232 (2013)
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Fernanda S. Pimenta, Darko Obradovic, Andreas Dengel:
A Comparative Study of Social Media Prediction Potential in the 2012 U.S. Republican Presidential Preelections. CGC 2013: 226-232
[c152]
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Seyed Ali Bahrainian, Andreas Dengel:
Sentiment Analysis and Summarization of Twitter Data. CSE 2013: 227-234
[c151]
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Jörn Hees, Mohamed Khamis, Ralf Biedert, Slim Abdennadher, Andreas Dengel:
Collecting Links between Entities Ranked by Human Association Strengths. ESWC 2013: 517-531
[c150]
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Max Feltes, Sheraz Ahmed, Andreas Dengel, Marcus Liwicki:
Improved Contour-Based Corner Detection for Architectural Floor Plans. GREC 2013: 191-203
[c149]
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Seyed Ali Bahrainian, Andreas Dengel:
Sentiment Analysis Using Sentiment Features. Web Intelligence/IAT Workshops 2013: 26-29
[c148]
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Kristin Stamm, Andreas Dengel:
Enhancing Attentive Task Search with Information Gain Trees and Failure Detection Strategies. ICAART (2) 2013: 81-90
[c147]
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Kristin Stamm, Andreas Dengel:
Mapping Multichannel Documents to Attentive Tasks: Ensuring Information Gain and Detecting Failure. ICAART (Revised Selected Papers) 2013: 211-227
[c146]
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Takumi Toyama, Andreas Dengel, Wakana Suzuki, Koichi Kise:
Wearable Reading Assist System: Augmented Reality Document Combining Document Retrieval and Eye Tracking. ICDAR 2013: 30-34
[c145]
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Johann Gebhardt, Markus Goldstein, Faisal Shafait, Andreas Dengel:
Document Authentication Using Printing Technique Features and Unsupervised Anomaly Detection. ICDAR 2013: 479-483
[c144]
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Sheraz Ahmed, Koichi Kise, Masakazu Iwamura, Marcus Liwicki, Andreas Dengel:
Automatic Ground Truth Generation of Camera Captured Documents Using Document Image Retrieval. ICDAR 2013: 528-532
[c143]
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Kristin Stamm, Marcus Liwicki, Andreas Dengel:
Continuous Partial-Order Planning for Multichannel Document Analysis: A Process-Driven Approach. ICDAR 2013: 626-630
[c142]
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Sheraz Ahmed, Faisal Shafait, Marcus Liwicki, Andreas Dengel:
A Generic Method for Stamp Segmentation Using Part-Based Features. ICDAR 2013: 708-712
[c141]
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Muhammad Imran Malik, Marcus Liwicki, Andreas Dengel:
Part-Based Automatic System in Comparison to Human Experts for Forensic Signature Verification. ICDAR 2013: 872-876
[c140]
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Muhammad Imran Malik, Sheraz Ahmed, Marcus Liwicki, Andreas Dengel:
FREAK for Real Time Forensic Signature Verification. ICDAR 2013: 971-975
[c139]
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Muhammad Imran Malik, Marcus Liwicki, Andreas Dengel:
Local Features for Forensic Signature Verification. ICIAP Workshops 2013: 103-111
[c138]
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Matthias Reif, Annika Leveringhaus, Faisal Shafait, Andreas Dengel:
Predicting Classifier Combinations. ICPRAM 2013: 293-297
[c137]
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Takumi Toyama, Wakana Suzuki, Andreas Dengel, Koichi Kise:
User attention oriented augmented reality on documents with document dependent dynamic overlay. ISMAR 2013: 299-300
[c136]
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Tim Althoff, Damian Borth, Jörn Hees, Andreas Dengel:
Analysis and forecasting of trending topics in online media streams. ACM Multimedia 2013: 907-916
[p3]
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Ralf Biedert, Georg Buscher, Andreas Dengel:
Gazing the Text for Fun and Profit. Eye Gaze in Intelligent User Interfaces 2013: 137-160
2012
[j22]
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Andreas Dengel, Marcus Liwicki:
Semantic E-Ink: Knowledge-Based Assistance for Making Mental Models Explicit. Int. J. Pattern Recognit. Artif. Intell. 26(5) (2012)
[j21]
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Matthias Reif, Faisal Shafait, Andreas Dengel:
Meta-learning for evolutionary parameter optimization of classifiers. Mach. Learn. 87(3): 357-380 (2012)
[j20]
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Markus Weber, Marcus Liwicki, Andreas Dengel:
Faster subgraph isomorphism detection by well-founded total order indexing. Pattern Recognit. Lett. 33(15): 2011-2019 (2012)
[j19]
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Georg Buscher, Andreas Dengel, Ralf Biedert, Ludger van Elst:
Attentive documents: Eye tracking as implicit feedback for information retrieval and beyond. ACM Trans. Interact. Intell. Syst. 1(2): 9:1-9:30 (2012)
[c135]
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Björn Forcher, Stefan Agne, Andreas Dengel, Michael Gillmann, Thomas Roth-Berghofer:
Towards Understandable Explanations for Document Analysis Systems. Document Analysis Systems 2012: 6-10
[c134]
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Marcus Liwicki, Björn Forcher, Philipp Jaeger, Andreas Dengel:
Koios++: A Query-Answering System for Handwritten Input. Document Analysis Systems 2012: 17-21
[c133]
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Kristin Stamm, Andreas Dengel:
Attentive Tasks: Process-Driven Document Analysis for Multichannel Documents. Document Analysis Systems 2012: 22-26
[c132]
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Asif Shahab, Faisal Shafait, Andreas Dengel, Seiichi Uchida:
How Salient is Scene Text? Document Analysis Systems 2012: 317-321
[c131]
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Takuya Kobayashi, Takumi Toyama, Faisal Shafait, Masakazu Iwamura, Koichi Kise, Andreas Dengel:
Recognizing Words in Scenes with a Head-Mounted Eye-Tracker. Document Analysis Systems 2012: 333-338
[c130]
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Sheraz Ahmed, Marcus Liwicki, Markus Weber, Andreas Dengel:
Automatic Room Detection and Room Labeling from Architectural Floor Plans. Document Analysis Systems 2012: 339-343
[c129]
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Sheraz Ahmed, Marcus Liwicki, Andreas Dengel:
Extraction of Text Touching Graphics Using SURF. Document Analysis Systems 2012: 349-353
[c128]
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Marcus Liwicki, Markus Weber, Tobias Zimmermann, Andreas Dengel:
Seamless Integration of Handwriting Recognition into Pen-Enabled Displays for Fast User Interaction. Document Analysis Systems 2012: 364-368
[c127]
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Muhammad Imran Malik, Sheraz Ahmed, Andreas Dengel, Marcus Liwicki:
A Signature Verification Framework for Digital Pen Applications. Document Analysis Systems 2012: 419-423
[c126]
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Takumi Toyama, Thomas Kieninger, Faisal Shafait, Andreas Dengel:
Gaze guided object recognition using a head-mounted eye tracker. ETRA 2012: 91-98
[c125]
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Ralf Biedert, Jörn Hees, Andreas Dengel, Georg Buscher:
A robust realtime reading-skimming classifier. ETRA 2012: 123-130
[c124]
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Ralf Biedert, Andreas Dengel, Mostafa Elshamy, Georg Buscher:
Towards robust gaze-based objective quality measures for text. ETRA 2012: 201-204
[c123]
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Ralf Biedert, Andreas Dengel, Christoph Käding:
Universal eye-tracking based text cursor warping. ETRA 2012: 361-364
[c122]
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Ralf Biedert, Andreas Dengel, Georg Buscher, Arman Vartan:
Reading and estimating gaze on smart phones. ETRA 2012: 385-388
[c121]
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Sheraz Ahmed, Muhammad Imran Malik, Marcus Liwicki, Andreas Dengel:
Signature Segmentation from Document Images. ICFHR 2012: 425-429
[c120]
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Sebastian Otte, Dirk Krechel, Marcus Liwicki, Andreas Dengel:
Local Feature Based Online Mode Detection with Recurrent Neural Networks. ICFHR 2012: 533-537
[c119]
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Kristin Stamm, Andreas Dengel:
Searching attentive tasks with document analysis evidences and Dempster-Shafer theory. ICPR 2012: 529-532
[p2]
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Jörn Hees, Thomas Roth-Berghofer, Ralf Biedert, Benjamin Adrian, Andreas Dengel:
BetterRelations: Collecting Association Strengths for Linked Data Triples with a Game. SeCO Book 2012: 223-239
2011
[j18]
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Benjamin Adrian, Andreas Dengel:
Linked Open Data Perspectives: Incorporating Linked Open Data into Information Extraction on the Web. it Inf. Technol. 53(3): 117-125 (2011)
[j17]
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Andreas Dengel:
Künstliche Intelligenz in Anwendungen. Künstliche Intell. 25(4): 317-319 (2011)
[c118]
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Darko Obradovic, Christoph Rueger, Andreas Dengel:
Core/periphery structure versus clustering in international weblogs. CASoN 2011: 1-6
[c117]
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Darko Obradovic, Fernanda S. Pimenta, Andreas Dengel:
Mining shared social media links to support clustering of blog articles. CASoN 2011: 181-184
[c116]
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Markus Weber, Marcus Liwicki, Andreas Dengel:
Indexing with Well-Founded Total Order for Faster Subgraph Isomorphism Detection. GbRPR 2011: 185-194
[c115]
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Markus Weber, Christoph Langenhan, Thomas Roth-Berghofer, Marcus Liwicki, Andreas Dengel, Frank Petzold:
Fast Subgraph Isomorphism Detection for Graph-Based Retrieval. ICCBR 2011: 319-333
[c114]
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Muhammad Imran Malik, Marcus Liwicki, Andreas Dengel:
Evaluation of Local and Global Features for Offline Signature Verification. AFHA 2011: 26-30
[c113]
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Sheraz Ahmed, Markus Weber, Marcus Liwicki, Andreas Dengel:
Text/Graphics Segmentation in Architectural Floor Plans. ICDAR 2011: 734-738
[c112]
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Sheraz Ahmed, Marcus Liwicki, Markus Weber, Andreas Dengel:
Improved Automatic Analysis of Architectural Floor Plans. ICDAR 2011: 864-869
[c111]
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Markus Weber, Marcus Liwicki, Yannik T. H. Schelske, Christopher Schoelzel, Florian Strauß, Andreas Dengel:
MCS for Online Mode Detection: Evaluation on Pen-Enabled Multi-touch Interfaces. ICDAR 2011: 957-961
[c110]
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Asif Shahab, Faisal Shafait, Andreas Dengel:
Bayesian Approach to Photo Time-Stamp Recognition. ICDAR 2011: 1039-1043
[c109]
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Björn Forcher, Stefan Agne, Andreas Dengel, Michael Gillmann, Thomas Roth-Berghofer:
Semantic Logging: Towards Explanation-Aware DAS. ICDAR 2011: 1140-1144
[c108]
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Asif Shahab, Faisal Shafait, Andreas Dengel:
ICDAR 2011 Robust Reading Competition Challenge 2: Reading Text in Scene Images. ICDAR 2011: 1491-1496
[c107]
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Tim Althoff, Adrian Ulges, Andreas Dengel:
Balanced Clustering for Content-based Image Browsing. Informatiktage 2011: 27-30
[c106]
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Marcus Liwicki, Sandra Thieme, Gerrit Kahl, Andreas Dengel:
An Intelligent Shopping List - Combining Digital Paper with Product Ontologies. KES (4) 2011: 187-194
[c105]
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Martin Klinkigt, Koichi Kise, Heiko Maus, Andreas Dengel:
Semantic Retrieval of Images by Learning from Wikipedia. KES (4) 2011: 212-221
[c104]
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Marcus Liwicki, Sebastian Ebert, Andreas Dengel:
From Handwriting Recognition to Ontologie-Based Information Extraction of Handwritten Notes. KES (4) 2011: 222-231
[c103]
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Martin Klinkigt, Koichi Kise, Andreas Dengel:
Generic and Specific Object Recognition for Semantic Retrieval of Images. KES (1) 2011: 397-406
[c102]
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Rafael Schirru, Stephan Baumann, Martin Memmel, Andreas Dengel:
Topic-Based Recommendations for Enterprise 2.0 Resource Sharing Platforms. KES (1) 2011: 495-504
[c101]
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Jörn Hees, Thomas Roth-Berghofer, Ralf Biedert, Benjamin Adrian, Andreas Dengel:
BetterRelations: Using a Game to Rate Linked Data Triples. KI 2011: 134-138
[c100]
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Matthias Reif, Faisal Shafait, Andreas Dengel:
Prediction of Classifier Training Time Including Parameter Optimization. KI 2011: 260-271
[c99]
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Andreas Dengel, Marcus Liwicki, Markus Weber:
Touch & Write: Penabled Collaborative Intelligence. KTW 2011: 1-10
[c98]
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Rafael Schirru, Stephan Baumann, Christian Freye, Andreas Dengel:
Towards Context-Sensitive Music Recommendations Using Multifaceted User Profiles. Semantic Audio 2011
[e9]
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Andreas König, Andreas Dengel, Knut Hinkelmann, Koichi Kise, Robert J. Howlett, Lakhmi C. Jain:
Knowledge-Based and Intelligent Information and Engineering Systems - 15th International Conference, KES 2011, Kaiserslautern, Germany, September 12-14, 2011, Proceedings, Part I. Lecture Notes in Computer Science 6881, Springer 2011, ISBN 978-3-642-23850-5 [contents]
[e8]
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Andreas König, Andreas Dengel, Knut Hinkelmann, Koichi Kise, Robert J. Howlett, Lakhmi C. Jain:
Knowlege-Based and Intelligent Information and Engineering Systems - 15th International Conference, KES 2011, Kaiserslautern, Germany, September 12-14, 2011, Proceedings, Part II. Lecture Notes in Computer Science 6882, Springer 2011, ISBN 978-3-642-23862-8 [contents]
[e7]
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Andreas König, Andreas Dengel, Knut Hinkelmann, Koichi Kise, Robert J. Howlett, Lakhmi C. Jain:
Knowledge-Based and Intelligent Information and Engineering Systems - 15th International Conference, KES 2011, Kaiserslautern, Germany, September 12-14, 2011, Proceedings, Part III. Lecture Notes in Computer Science 6883, Springer 2011, ISBN 978-3-642-23853-6 [contents]
[e6]
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Andreas König, Andreas Dengel, Knut Hinkelmann, Koichi Kise, Robert J. Howlett, Lakhmi C. Jain:
Knowledge-Based and Intelligent Information and Engineering Systems - 15th International Conference, KES 2011, Kaiserslautern, Germany, September 12-14, 2011, Proceedings, Part IV. Lecture Notes in Computer Science 6884, Springer 2011, ISBN 978-3-642-23865-9 [contents]
2010
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Ralf Biedert, Georg Buscher, Andreas Dengel:
The eyeBook - Using Eye Tracking to Enhance the Reading Experience. Inform. Spektrum 33(3): 272-281 (2010)
[j15]
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Rafael Schirru, Stephan Baumann, Martin Memmel, Andreas Dengel:
Extraction of Contextualized User Interest Profiles in Social Sharing Platforms. J. Univers. Comput. Sci. 16(16): 2196-2213 (2010)
[c97]
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Seyed Ali Bahrainian, Seyed Mohammad Bahrainian, Meytham Salarinasab, Andreas Dengel:
Implementation of an Intelligent Product Recommender System in an e-Store. AMT 2010: 174-182
[c96]
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Darko Obradovic, Stephan Baumann, Andreas Dengel:
A Social Network Analysis and Mining Methodology for the Monitoring of Specific Domains in the Blogosphere. ASONAM 2010: 1-8
[c95]
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Dragan Sunjka, Darko Obradovic, Andreas Dengel:
Crumblr: Aggregation and Sharing of Spatial Content in Mobile Environments. ASONAM 2010: 311-315
[c94]
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Georg Buscher, Ralf Biedert, Daniel Heinesch, Andreas Dengel:
Eye tracking analysis of preferred reading regions on the screen. CHI Extended Abstracts 2010: 3307-3312
[c93]
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Ralf Biedert, Georg Buscher, Sven Schwarz, Jörn Hees, Andreas Dengel:
Text 2.0. CHI Extended Abstracts 2010: 4003-4008
[c92]
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  - conf/das/ShahabSKD10
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Asif Shahab, Faisal Shafait, Thomas Kieninger, Andreas Dengel:
An open approach towards the benchmarking of table structure recognition systems. Document Analysis Systems 2010: 113-120
[c91]
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Marcus Liwicki, Hassan Mohamed Abou Eisha, Andreas Dengel:
Improving handwriting recognition by the use of semantic information. Document Analysis Systems 2010: 441-446
[c90]
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  - conf/das/LiwickiRED10
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Marcus Liwicki, Oleg Rostanin, Saher Mohamed El-Neklawy, Andreas Dengel:
Touch & Write: a multi-touch table with pen-input. Document Analysis Systems 2010: 479-484
[c89]
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Asif Shahab, Thomas Kieninger, Andreas Dengel:
The aware toolbox for the detection of law infringements on web pages. DRR 2010: 753407
[c88]
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Benjamin Adrian, Jörn Hees, Ivan Herman, Michael Sintek, Andreas Dengel:
Epiphany: Adaptable RDFa Generation Linking the Web of Documents to the Web of Data. EKAW 2010: 178-192
[c87]
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Björn Forcher, Thomas Roth-Berghofer, Michael Sintek, Andreas Dengel:
Constructing Understandable Explanations for Semantic Search Results. EKAW 2010: 493-502
[c86]
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Björn Forcher, Thomas Roth-Berghofer, Michael Sintek, Andreas Dengel:
Explanation-Aware Software Design of the Semantic Search Engine KOIOS. ExaCt 2010: 13-24
[c85]
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Manuel Möller, Patrick Ernst, Andreas Dengel, Daniel Sonntag:
Automatic Spatial Plausibility Checks for Medical Object Recognition Results using a Spatio-anatomical Ontology. KDIR 2010: 5-13
[c84]
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Manuel Möller, Michael Sintek, Ralf Biedert, Patrick Ernst, Andreas Dengel, Daniel Sonntag:
Representing the International Classification of Diseases Version 10 in OWL. KEOD 2010: 50-59
[c83]
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Thomas Roth-Berghofer, Benjamin Adrian, Andreas Dengel:
Case Acquisition from Text: Ontology-Based Information Extraction with SCOOBIE for myCBR. ICCBR 2010: 451-464
[c82]
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Markus Weber, Christoph Langenhan, Thomas Roth-Berghofer, Marcus Liwicki, Andreas Dengel, Frank Petzold:
a.SCatch: Semantic Structure for Architectural Floor Plan Retrieval. ICCBR 2010: 510-524
[c81]
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Jan Haas, Heiko Maus, Sven Schwarz, Andreas Dengel:
ConTask - Using Context-sensitive Assistance to Improve Task-oriented Knowledge Work. ICEIS (2) 2010: 30-39
[c80]
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Heiko Maus, Sven Schwarz, Jan Haas, Andreas Dengel:
CONTASK: Context-Sensitive Task Assistance in the Semantic Desktop. ICEIS 2010: 177-192
[c79]
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Matthias Sperber, Martin Klinkigt, Koichi Kise, Masakazu Iwamura, Benjamin Adrian, Andreas Dengel:
Handwriting Reconstruction for a Camera Pen Using Random Dot Patterns. ICFHR 2010: 160-165
[c78]
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Markus Weber, Marcus Liwicki, Andreas Dengel:
a.SCAtch - A Sketch-Based Retrieval for Architectural Floor Plans. ICFHR 2010: 289-294
[c77]
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Sebastian Ebert, Marcus Liwicki, Andreas Dengel:
Ontology-Based Information Extraction from Handwritten Documents. ICFHR 2010: 483-488
[c76]
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Manuel Möller, Patrick Ernst, Michael Sintek, Sascha Seifert, Gunnar Aastrand Grimnes, Alexander Cavallaro, Andreas Dengel:
Combining Patient Metadata Extraction and Automatic Image Parsing for the Generation of an Anatomic Atlas. KES (1) 2010: 290-299
[c75]
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Jörn Hees, Thomas Roth-Berghofer, Andreas Dengel:
Linked Data Games: Simulating Human Association with Linked Data. LWA 2010: 255-260
[c74]
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Fernanda S. Pimenta, Darko Obradovic, Rafael Schirru, Stephan Baumann, Andreas Dengel:
Automatic Sentiment Monitoring of Specific Topics in the Blogosphere. NyNaK 2010

2000 – 2009

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2009
[c73]
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Benjamin Adrian, Björn Forcher, Thomas Roth-Berghofer, Andreas Dengel:
Explaining Ontology-Based Information Extraction in the NEPOMUK Semantic Desktop. ExaCt 2009: 94-101
[c72]
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Benjamin Adrian, Martin Klinkigt, Heiko Maus, Andreas Dengel:
Using iDocument for Document Categorization in Nepomuk Social Semantic Desktop. I-SEMANTICS 2009: 638-643
[c71]
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Andreas Dengel, Benjamin Adrian:
Helping People Remember: Coactive Assistance for Personal Information Management on a Semantic Desktop. IC3K 2009: 3-16
[c70]
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Andreas Dengel:
The Semantic Desktop as a Means for Personal Information Management. KDIR 2009: 5
[c69]
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Frederick Schulz, Markus Ebbecke, Michael Gillmann, Benjamin Adrian, Stefan Agne, Andreas Dengel:
Seizing the Treasure: Transferring Knowledge in Invoice Analysis. ICDAR 2009: 848-852
[c68]
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Benjamin Adrian, Jörn Hees, Ludger van Elst, Andreas Dengel:
iDocument: Using Ontologies for Extracting and Annotating Information from Unstructured Text. KI 2009: 249-256
[c67]
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Marcus Liwicki, Markus Weber, Andreas Dengel:
Automatic Recognition and Interpretation of Pen- and Paper-Based Document Annotations. KI 2009: 581-588
[c66]
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Markus Weber, Thomas Roth-Berghofer, Volker Hudlet, Heiko Maus, Andreas Dengel:
Context-Aware Service Discovery Using Case-Based Reasoning Methods. KI 2009: 664-671
[c65]
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  - conf/sigir/BuscherED09
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Georg Buscher, Ludger van Elst, Andreas Dengel:
Segment-level display time as implicit feedback: a comparison to eye tracking. SIGIR 2009: 67-74
[c64]
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Benjamin Adrian, Heiko Maus, Malte Kiesel, Andreas Dengel:
Towards Ontology-based Information Extraction and Annotation of Paper Documents for Personalized Knowledge Acquisition. Wissensmanagement 2009: 270-279
[c63]
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Kinga Schumacher, Marcus Liwicki, Andreas Dengel:
A Paper-based Technology for Personal Knowledge Management. Wissensmanagement 2009: 289-298
2008
[j14]
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Andreas Dengel:
KI / MATES 2008. Künstliche Intell. 22(3): 46-58 (2008)
[c62]
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Randy Goebel, Sandra Zilles, Christoph Ringlstetter, Andreas Dengel, Gunnar Aastrand Grimnes:
What Is the Role of the Semantic Layer Cake for Guiding the Use of Knowledge Representation and Machine Learning in the Development of the Semantic Web? AAAI Spring Symposium: Symbiotic Relationships between Semantic Web and Knowledge Engineering 2008: 45-50
[c61]
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Georg Buscher, Andreas Dengel, Ludger van Elst:
Eye movements as implicit relevance feedback. CHI Extended Abstracts 2008: 2991-2996
[c60]
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  - conf/chi/BuscherDEM08
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Georg Buscher, Andreas Dengel, Ludger van Elst, Florian Mittag:
Generating and using gaze-based document annotations. CHI Extended Abstracts 2008: 3045-3050
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Georg Buscher, Andreas Dengel:
Attention-Based Document Classifier Learning. Document Analysis Systems 2008: 87-94
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Thomas Kieninger, Andreas Dengel:
The HCI Paradigm of HyperPrinting. Document Analysis Systems 2008: 591-598
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Ludger van Elst, Malte Kiesel, Sven Schwarz, Georg Buscher, Andreas Lauer, Andreas Dengel:
Contextualized Knowledge Acquisition in a Personal Semantic Wiki. EKAW 2008: 172-187
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Matthias Deller, Stefan Agne, Achim Ebert, Andreas Dengel, Hans Hagen, Bertin Klein, Michael Bender, Tony Bernardin, Bernd Hamann:
Managing a document-based information space. IUI 2008: 119-128
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Benjamin Adrian, Andreas Dengel:
Believing Finite-State Cascades in Knowledge-Based Information Extraction. KI 2008: 152-159
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Hiroshi Miyake, Koichi Kise, Andreas Dengel:
A Recognition Interface for Bridging the Semantic Desktop and the Physical World. KI 2008: 276-283
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Georg Buscher, Andreas Dengel, Ludger van Elst:
Query expansion using gaze-based feedback on the subdocument level. SIGIR 2008: 387-394
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Shingo Kubo, Hiroshi Tsuji, Heiko Maus, Andreas Dengel:
Visualizing personal trend on gnowsis Semantic Desktop. SMC 2008: 2765-2771
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Christopher J. Tuot, Michael Sintek, Andreas Dengel:
IVIP - A Scientific Workflow System to Support Experts in Spatial Planning of Crop Production. SSDBM 2008: 586-591
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Andreas Dengel, Karsten Berns, Thomas M. Breuel, Frank Bomarius, Thomas Roth-Berghofer:
KI 2008: Advances in Artificial Intelligence, 31st Annual German Conference on AI, KI 2008, Kaiserslautern, Germany, September 23-26, 2008. Proceedings. Lecture Notes in Computer Science 5243, Springer 2008, ISBN 978-3-540-85844-7 [contents]
2007
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Andreas Dengel:
Learning of Pattern-Based Rules for Document Classification. ICDAR 2007: 123-127
[c49]
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Martin Memmel, Andreas Dengel:
Sharing CAM to Support Personalized Information Retrieval. CAMA 2007: 19-26
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Andreas R. Dengel:
Knowledge Technologies for the Social Semantic Desktop. KSEM 2007: 2-9
2006
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Harald Holz, Oleg Rostanin, Andreas Dengel, Takeshi Suzuki, Kaoru Maeda, Katsumi Kanasaki:
Task-based process know-how reuse and proactive information delivery in TaskNavigator. CIKM 2006: 522-531
[c46]
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Bertin Klein, Stefan Agne, Andreas Dengel:
On Benchmarking of Invoice Analysis Systems. Document Analysis Systems 2006: 312-323
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Stefan Agne, Christian Reuschling, Andreas Dengel:
DynaQ - Dynamic Queries for Electronic Document Management. EDOC Workshops 2006: 61
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Andreas R. Dengel:
Six Thousand Words about Multi-Perspective Personal Document Management. EDOC Workshops 2006: 62
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Mark Siebert, Pierre Smits, Leo Sauermann, Andreas Dengel:
Personalized document retrieval in multi-party environments with the Semantic Desktop. EDOC Workshops 2006: 63
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Andreas Dengel, Stefan Agne, Bertin Klein, Achim Ebert, Matthias Deller:
Human-centered interaction with documents. HCM@MM 2006: 35-44
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Mark Siebert, Pierre Smits, Leo Sauermann, Andreas Dengel:
Increasing Search Quality with the Semantic Desktop in Proposal Development. PAKM 2006: 279-290
[c40]
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Leo Sauermann, Gunnar Aastrand Grimnes, Malte Kiesel, Christiaan Fluit, Heiko Maus, Dominik Heim, Danish Nadeem, Benjamin Horak, Andreas Dengel:
Semantic Desktop 2.0: The Gnowsis Experience. ISWC 2006: 887-900
2005
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Thomas Kieninger, Andreas Dengel:
An Approach towards Benchmarking of Table Structure Recognition Results. ICDAR 2005: 1232-1236
[c38]
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Leo Sauermann, Ansgar Bernardi, Andreas Dengel:
Overview and Outlook on the Semantic Desktop. Semantic Desktop Workshop 2005
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Klaus-Dieter Althoff, Andreas Dengel, Ralph Bergmann, Markus Nick, Thomas Roth-Berghofer:
WM 2005: Professional Knowledge Management - Experiences and Visions, Contributions to the 3rd Conference Professional Knowledge Management - Experiences and Visions, April 10-13, 2005, Kaiserslautern, Germany. DFKI, Kaiserslautern 2005, ISBN 3-00-016020-5 [contents]
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Klaus-Dieter Althoff, Andreas Dengel, Ralph Bergmann, Markus Nick, Thomas Roth-Berghofer:
Professional Knowledge Management, Third Biennial Conference, WM 2005, Kaiserslautern, Germany, April 10-13, 2005, Revised Selected Papers. Lecture Notes in Computer Science 3782, Springer 2005, ISBN 3-540-30465-7 [contents]
2004
[j13]
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Ansgar Bernardi, Andreas Dengel, Ludger van Elst, Andreas Lauer, Heiko Maus, Sven Schwarz:
FRODO: Ein Agentenframework für verteilte Unternehmensgedächtnisse. Künstliche Intell. 18(3): 59- (2004)
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Bertin Klein, Stefan Agne, Andreas Dengel:
Results of a Study on Invoice-Reading Systems in Germany. Document Analysis Systems 2004: 451-462
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Bertin Klein, Andreas Dengel, Andreas Fordan:
smartFIX: An Adaptive System for Document Analysis and Understanding. Reading and Learning 2004: 166-186
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Koichi Kise, Markus Junker, Andreas Dengel, Keinosuke Matsumoto:
Passage Retrieval Based on Density Distributions of Terms and Its Applications to Document Retrieval and Question Answering. Reading and Learning 2004: 306-327
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Simone Marinai, Andreas Dengel:
Document Analysis Systems VI, 6th International Workshop, DAS 2004, Florence, Italy, September 8-10, 2004, Proceedings. Lecture Notes in Computer Science 3163, Springer 2004, ISBN 3-540-23060-2 [contents]
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Andreas Dengel, Markus Junker, Anette Weisbecker:
Reading and Learning, Adaptive Content Recognition. Lecture Notes in Computer Science 2956, Springer 2004, ISBN 3-540-21904-8 [contents]
2003
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Bertin Klein, Andreas Dengel:
Problem-adaptable document analysis and understanding for high-volume applications. Int. J. Document Anal. Recognit. 6(3): 167-180 (2003)
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Stefan Agne, Andreas Dengel, Bertin Klein:
Evaluating SEE - A Benchmarking System for Document Page Segmentation. ICDAR 2003: 634-
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Andreas R. Dengel:
Making Documents Work: Challenges for Document Understanding. ICDAR 2003: 1026-
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Armin Hust, Stefan Klink, Markus Junker, Andreas Dengel:
Towards Collaborative Information Retrieval: Three Approaches. Text Mining 2003: 97-112
2002
[j11]
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Andreas Dengel, Andreas Abecker, Ansgar Bernardi, Ludger van Elst, Heiko Maus, Sven Schwarz, Michael Sintek:
Konzepte zur Gestaltung von Unternehmensgedächtnissen. Künstliche Intell. 16(1): 5-11 (2002)
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Stefan Agne, Armin Hust, Stefan Klink, Markus Junker, Andreas Dengel, Christoph Altenhofen, Jürgen Franke, Ingrid Renz, Bertin Klein:
Text-Mining in Adaptive Read. Künstliche Intell. 16(2): 30-33 (2002)
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Stefan Klink, Armin Hust, Markus Junker, Andreas Dengel:
Improving Document Retrieval by Automatic Query Expansion Using Collaborative Learning of Term-Based Concepts. Document Analysis Systems 2002: 376-387
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Andreas Dengel, Bertin Klein:
smartFIX: A Requirements-Driven System for Document Analysis and Understanding. Document Analysis Systems 2002: 433-444
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Stephan Baumann, Andreas Dengel, Markus Junker, Thomas Kieninger:
Combining Ontologies and Document Retrieval Techniques: A Case Study for an E-Learning Scenario. DEXA Workshops 2002: 133-137
[c29]
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Stefan Klink, Armin Hust, Markus Junker, Andreas Dengel:
Collaborative Learning of Term-Based Concepts for Automatic Query Expansion. ECML 2002: 195-206
[c28]
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Armin Hust, Stefan Klink, Markus Junker, Andreas Dengel:
Query Expansion for Web Information Retrieval. GI Jahrestagung 2002: 176-180
2001
[j9]
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Andreas Dengel, Markus Junker:
Guest Editorial. Int. J. Document Anal. Recognit. 3(4): 195 (2001)
[j8]
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Andreas Dengel, Markus Junker:
Editorial. Int. J. Document Anal. Recognit. 4(1): 1 (2001)
[c27]
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Koichi Kise, Markus Junker, Andreas Dengel, Keinosuke Matsumoto:
Passage-Based Document Retrieval as a Tool for Text Mining with User's Information Needs. Discovery Science 2001: 155-169
[c26]
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Markus Junker, Andreas Dengel:
Preventing Overfitting in Learning Text Patterns for Document Categorization. ICAPR 2001: 137-146
[c25]
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Bertin Klein, Serdar Gökkus, Thomas Kieninger, Andreas Dengel:
Three Approaches to "Industrial" Table Spotting. ICDAR 2001: 513-517
[c24]
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Thomas Kieninger, Andreas Dengel:
Applying the T-Recs Table Recognition System to the Business Letter Domain. ICDAR 2001: 518-522
[c23]
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Koichi Kise, Markus Junker, Andreas Dengel, Keinosuke Matsumoto:
Experimental Evaluation of Passage-Based Document Retrieval. ICDAR 2001: 592-596

1990 – 1999

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1999
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Michael Thulke, Volker Märgner, Andreas Dengel:
Quality Evaluation of Document Segmentation Results. ICDAR 1999: 450
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Markus Junker, Andreas Dengel, Rainer Hoch:
On the Evaluation of Document Analysis Components by Recall, Precision, and Accuracy. ICDAR 1999: 713-716
1998
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Michael Thulke, Volker Märgner, Andreas Dengel:
A General Approach to Quality Evaluation of Document Segmentation Results. Document Analysis Systems 1998: 43-57
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Koichi Kise, Motoi Iwata, Andreas Dengel, Keinosuke Matsumoto:
Text-Line Extraction as Selection of Paths in the Neighbor Graph. Document Analysis Systems 1998: 225-239
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Thomas Kieninger, Andreas Dengel:
The T-Recs Table Recognition and Analysis System. Document Analysis Systems 1998: 255-269
1997
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Stephan Baumann, Majdi Ben Hadj Ali, Andreas Dengel, Thorsten Jäger, Michael Malburg, Achim Weigel, Claudia Wenzel:
Message Extraction from Printed Documents - A Complete Solution. ICDAR 1997: 1055-1059
[c16]
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Majdi Ben Hadj Ali, Markus Ebbecke, Andreas Dengel:
Real Time Object Detection, Tracking and Classification in Monocular Image Sequences of Road Traffic Scenes. ICIP (2) 1997: 402-405
[c15]
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Andreas Dengel, Frank Dubiel:
Selecting distinctive attributes for concept learning. KES (1) 1997: 46-53
1996
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Andreas Dengel, Frank Dubiel:
Computer understanding of document structure. Int. J. Imaging Syst. Technol. 7(4): 271-278 (1996)
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Frank Dubiel, Andreas Dengel:
Formclas - a System for OCR Free identification of Forms. DAS 1996: 189-208
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Dar-Shyang Lee, Andreas Dengel:
Document Analysis and Learning: das'96 Working Group Report. DAS 1996: 509-511
1995
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Andreas Dengel:
Syntactic Analysis and Representation of Spatial Structures by Puzzletrees. Int. J. Pattern Recognit. Artif. Intell. 9(3): 517-533 (1995)
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Andreas Dengel, Rainer Hoch, Michael Malburg:
OfficeMAID - ein System zur Analyse, Interpretation und Verteilung von gedruckter Geschäftspost. Künstliche Intell. 9(2): 50-55 (1995)
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Andreas Dengel, Frank Dubiel:
Clustering and classification of document structure-a machine learning approach. ICDAR 1995: 587-591
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Lars Wiedenhifer, Hans-Günther Hein, Andreas Dengel:
Post-processing of OCR results for automatic indexing. ICDAR 1995: 592-596
1993
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Ottmar Lutzy, Andreas Dengel:
A Comparison on Neural Net Simulators. IEEE Expert 8(4): 43-51 (1993)
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Andreas Dengel:
Initial learning of document structure. ICDAR 1993: 86-90
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Andreas Dengel:
The role of document analysis and understanding in multi-media information systems. ICDAR 1993: 385-390
1992
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Andreas Dengel, Rainer Bleisinger, Rainer Hoch, Frank Fein, Frank Hönes:
From Paper to Office Document Standard Representation. Computer 25(7): 63-67 (1992)
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Andreas Dengel, Adolf Pleyer, Rainer Hoch:
Fragmentary string matching by selective access to hybrid tries. ICPR (2) 1992: 149-153
1991
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Thomas Bayer, Andreas Dengel:
International Workshop on "Syntactic & Structural Pattern Recognition". Künstliche Intell. 5(2): 41-42 (1991)
1990
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Nelson Mendonça Mattos, Bernhard Mitschang, Andreas Dengel, Rainer Bleisinger:
An approach to integrated office document processing and management. COCS 1990: 118-122
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Frank Hönes, Andreas Dengel:
Ein kontext-restriktiver Ansatz zur Texterkennung. DAGM-Symposium 1990: 130-137

1980 – 1989

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1989
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Andreas Dengel:
Automatische visuelle Klassifikation von Dokumenten. University of Stuttgart, Germany, 1989, pp. I-IX, 1-230
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Andreas Dengel, Eberhard Schweizer:
Rotationswinkelbestimmung in abgetasteten Dokumentbildern. DAGM-Symposium 1989: 274-278
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Andreas Dengel, Gerhard Barth:
ANASTASIL: A Hybrid Knowledge-Based System for Document Layout Analysis. IJCAI 1989: 1249-1254
1988
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Andreas Dengel, Gerhard Barth:
High Level Document Analysis Guided by Geometric Aspects. Int. J. Pattern Recognit. Artif. Intell. 2(4): 641-656 (1988)
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Achim Luhn, Andreas Dengel:
Modellgestützte Segmentierung und Hypothesengenerierung für die Analyse von Papierdokumenten. DAGM-Symposium 1988: 226-232
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Andreas Dengel, Gerhard Barth:
Document Description and Analysis by Cuts. RIAO 1988: 940-952
1987
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Andreas Dengel, Gerhard Barth, Achim Luhn, Birgit Ueberreiter:
Ein Ansatz zur Modellierung und Analyse von Dokumenten durch ein Zerschneidungsverfahren für das Layout. GI Jahrestagung 1987: 629-639

Coauthor Index

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