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ORCIDNikolaos D. Doulamis
Nikolaos Doulamis – Nikos Doulamis
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2020 – today
- 2023
[j84]Anastasios Temenos
, Nikos Temenos, Maria Kaselimi, Anastasios D. Doulamis, Nikolaos Doulamis:
Interpretable Deep Learning Framework for Land Use and Land Cover Classification in Remote Sensing Using SHAP. IEEE Geosci. Remote. Sens. Lett. 20: 1-5 (2023)- [j83]Hristos Tyralis, Georgia Papacharalampous, Nikolaos Doulamis, Anastasios D. Doulamis:
Merging Satellite and Gauge-Measured Precipitation Using LightGBM With an Emphasis on Extreme Quantiles. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 6969-6979 (2023) - [j82]Stavros Sykiotis, Sotirios Athanasoulias, Maria Kaselimi, Anastasios D. Doulamis, Nikolaos Doulamis, Lina Stankovic, Vladimir Stankovic:
Performance-Aware NILM Model Optimization for Edge Deployment. IEEE Trans. Green Commun. Netw. 7(3): 1434-1446 (2023) - [j81]Maria Kaselimi, Athanasios Voulodimos, Ioannis Daskalopoulos, Nikolaos Doulamis, Anastasios D. Doulamis:
A Vision Transformer Model for Convolution-Free Multilabel Classification of Satellite Imagery in Deforestation Monitoring. IEEE Trans. Neural Networks Learn. Syst. 34(7): 3299-3307 (2023) - [c189]Maria Kaselimi, A. J. Roumeliotis, Apostolos Z. Papafragkakis, Athanasios D. Panagopoulos, Nikolaos D. Doulamis:
Site Diversity Switching Prediction AT Q Band Using Deep Learning Techniques in Satellite Communications. ICASSP Workshops 2023: 1-5 - [c188]Ioannis Kavouras, Ioannis Rallis, Nikolaos Doulamis, Anastasios D. Doulamis:
Dynamically tangible cultural heritage monitoring from web video sources. PETRA 2023: 610-616 - [c187]Sotiris Messinis, Nicholas Protonotarios, Ioannis N. Tzortzis, Ioannis Rallis, Dimitrios Kalogeras, Nikolaos Doulamis:
Lightweight machine learning for privacy-preserving and secure networked medical devices: The SEPTON project use cases. PETRA 2023: 638-644 - [c186]Ioannis N. Tzortzis, Stavros Sykiotis, Ioannis Rallis, Nikolaos Doulamis:
An integrated framework for classifying mammograms according to BIRADS scale and breast tissue density. PETRA 2023: 728-731 - [c185]Nikolaos Chrysogonos, Kyriakos Lampropoulos, Ioannis N. Tzortzis, Charalampos Zafeiropoulos, Anastasios Doulamis, Nikolaos Doulamis:
Evaluating the Effectiveness of Unsupervised and Supervised Techniques for Identifying Deteriorations on Cultural Heritage Monuments Using Hyper-spectral Imagery. TMM_CH 2023: 114-124 - [i24]Georgia Papacharalampous, Hristos Tyralis, Anastasios D. Doulamis, Nikolaos Doulamis:
Comparison of tree-based ensemble algorithms for merging satellite and earth-observed precipitation data at the daily time scale. CoRR abs/2301.01214 (2023) - [i23]Georgia Papacharalampous, Hristos Tyralis, Anastasios D. Doulamis, Nikolaos Doulamis:
Comparison of machine learning algorithms for merging gridded satellite and earth-observed precipitation data. CoRR abs/2301.01252 (2023) - [i22]Hristos Tyralis, Georgia Papacharalampous, Nikolaos D. Doulamis, Anastasios D. Doulamis:
Merging satellite and gauge-measured precipitation using LightGBM with an emphasis on extreme quantiles. CoRR abs/2302.03606 (2023) - [i21]Iason Katsamenis, Eftychios Protopapadakis, Nikolaos Bakalos, Anastasios D. Doulamis, Nikolaos Doulamis, Athanasios Voulodimos:
A Few-Shot Attention Recurrent Residual U-Net for Crack Segmentation. CoRR abs/2303.01582 (2023) - [i20]Georgia Papacharalampous, Hristos Tyralis, Nikolaos D. Doulamis, Anastasios D. Doulamis:
Ensemble learning for blending gridded satellite and gauge-measured precipitation data. CoRR abs/2307.06840 (2023) - 2022
- [j80]Anastasios Temenos, Ioannis N. Tzortzis, Maria Kaselimi, Ioannis Rallis, Anastasios D. Doulamis, Nikolaos Doulamis:
Novel Insights in Spatial Epidemiology Utilizing Explainable AI (XAI) and Remote Sensing. Remote. Sens. 14(13): 3074 (2022) - [j79]Stavros Sykiotis, Maria Kaselimi, Anastasios D. Doulamis, Nikolaos Doulamis:
ELECTRIcity: An Efficient Transformer for Non-Intrusive Load Monitoring. Sensors 22(8): 2926 (2022) - [j78]Ioannis Kavouras, Maria Kaselimi, Eftychios Protopapadakis, Nikolaos Bakalos, Nikolaos Doulamis, Anastasios D. Doulamis:
COVID-19 Spatio-Temporal Evolution Using Deep Learning at a European Level. Sensors 22(10): 3658 (2022) - [j77]Maria Kaselimi, Eftychios Protopapadakis, Athanasios Voulodimos, Nikolaos Doulamis, Anastasios D. Doulamis:
Towards Trustworthy Energy Disaggregation: A Review of Challenges, Methods, and Perspectives for Non-Intrusive Load Monitoring. Sensors 22(15): 5872 (2022) - [j76]Maria Kaselimi, Athanasios Voulodimos, Nikolaos Doulamis, Anastasios D. Doulamis, Demitris Delikaraoglou:
Deep Recurrent Neural Networks for Ionospheric Variations Estimation Using GNSS Measurements. IEEE Trans. Geosci. Remote. Sens. 60: 1-15 (2022) - [c184]Stavros Sykiotis, Maria Kaselimi, Anastasios D. Doulamis, Nikolaos Doulamis:
An Efficient Deep Bidirectional Transformer Model for Energy Disaggregation. EUSIPCO 2022: 1536-1540 - [c183]Parisis Gallos, Andreas Menychtas, Christos Panagopoulos, Eftychios Protopapadakis, Nikolaos Doulamis, Anastasios D. Doulamis, Emmanuel Sardis, Manthos Bimpas, Maria Kaselimi, Ilias Maglogiannis:
Designing a Cloud Based Platform for Monitoring Well-Being and Public Health in Areas with Natural Based Solutions. FABULOUS 2022: 95-102 - [c182]Parisis Gallos, Andreas Menychtas, Christos Panagopoulos, Maria Kaselimi, Anastasios Temenos, Ioannis Rallis, Anastasios D. Doulamis, Nikolaos Doulamis, Manthos Bimpas, Aikaterini Aggeli, Eftychios Protopapadakis, Emmanuel Sardis, Ilias Maglogiannis:
Using mHealth Technologies to Promote Public Health and Well-Being in Urban Areas with Blue-Green Solutions. ICIMTH 2022: 566-569 - [c181]Ioannis N. Tzortzis, Ioannis Rallis, Konstantinos Makantasis, Anastasios D. Doulamis, Nikolaos Doulamis, Athanasios Voulodimos:
Automatic Inspection of Cultural Monuments Using Deep and Tensor-Based Learning on Hyperspectral Imagery. ICIP 2022: 3136-3140 - [c180]Anastasios Temenos, Maria Kaselimi, Ioannis N. Tzortzis, Ioannis Rallis, Anastasios D. Doulamis, Nikolaos Doulamis:
Spatio-Temporal Interpretation of The Covid-19 Risk Factors Using Explainable Ai. IGARSS 2022: 7705-7708 - [c179]Constantine Maganaris, Eftychios Protopapadakis, Nikolaos Bakalos, Nikolaos Doulamis, Dimitris Kalogeras, Aikaterini Angeli:
Transferability Limitations for Covid 3D Localization Using SARS-CoV-2 Segmentation Models in 4D CT Images. ISVC (2) 2022: 320-331 - [c178]Nikolaos Bakalos, Nikolaos Doulamis, Anastasios D. Doulamis, Konstantinos Makantasis:
Multi-property Tensor-Based Learning for Abnormal Event Detection. ISVC (1) 2022: 325-335 - [c177]Parisis Gallos, Andreas Menychtas, Christos Panagopoulos, Maria Kaselimi, Ioannis Rallis, Anastasios D. Doulamis, Nikolaos Doulamis, Manthos Bimpas, Aikaterini Aggeli, Eftychios Protopapadakis, Emmanuel Sardis, Ilias Maglogiannis:
Pervasive Monitoring of Public Health and Well-Being in Urban Areas with Blue-Green Solutions. MIE 2022: 939-940 - [c176]Ioannis Kavouras, Ioannis Rallis, Anastasios D. Doulamis, Nikolaos Doulamis:
Evaluating the Feasibility of Fast Game Development Using Open Source Tools and AI Algorithms. NiDS 2022: 124-133 - [c175]Iason Katsamenis, Agapi Davradou, Eleni Eirini Karolou, Eftychios Protopapadakis, Anastasios D. Doulamis, Nikolaos Doulamis, Dimitris Kalogeras:
Evaluating YOLO Transferability Limitation for Road Infrastructures Monitoring. NiDS 2022: 349-358 - [c174]Iason Katsamenis, Eleni Eirini Karolou, Agapi Davradou, Eftychios Protopapadakis, Anastasios D. Doulamis, Nikolaos Doulamis, Dimitris Kalogeras:
TraCon: A Novel Dataset for Real-Time Traffic Cones Detection Using Deep Learning. NiDS 2022: 382-391 - [c173]Agapi Davradou, Eftychios Protopapadakis, Maria Kaselimi, Anastasios D. Doulamis, Nikolaos Doulamis:
Diabetic foot ulcers monitoring by employing super resolution and noise reduction deep learning techniques. PETRA 2022: 83-88 - [c172]Ioannis Rallis, Yannis Markoulidakis, Ioannis Georgoulas, George Kopsiaftis, Maria Kaselimi, Nikolaos D. Doulamis, Anastasios D. Doulamis:
Interpretation of net promoter score attributes using explainable AI. PETRA 2022: 113-117 - [c171]Ioannis N. Tzortzis, Agapi Davradou, Eftychios Protopapadakis, Maria Kaselimi, Nikolaos Doulamis, Aikaterini Angeli, Andreas Lazaris:
Unsupervised diabetic foot monitoring techniques. PETRA 2022: 608-614 - [c170]Constantine Maganaris, Eftychios Protopapadakis, Nikolaos Bakalos, Nikolaos Doulamis, Dimitris Kalogeras, Aikaterini Angeli:
Evaluating Transferability for Covid 3D Localization Using CT SARS-CoV-2 segmentation models. PETRA 2022: 615-621 - [c169]Iason Katsamenis, Matthaios Bimpas, Eftychios Protopapadakis, Charalampos Zafeiropoulos, Dimitris Kalogeras, Anastasios D. Doulamis, Nikolaos Doulamis, Carlos Martín-Portugués Montoliu, Yannis Handanos, Franziska Schmidt, Lionel Ott, Miquel Cantero, Rafael Lopez:
Robotic Maintenance of Road Infrastructures: The HERON Project. PETRA 2022: 628-635 - [c168]Stavros Sykiotis, Ioannis N. Tzortzis, Aikaterini Angeli, Nikolaos Doulamis, Dimitrios Kalogeras:
A deep-learning based diagnostic framework for Breast Cancer. PETRA 2022: 641-645 - [i19]Constantine Maganaris, Eftychios Protopapadakis, Nikolaos Bakalos, Nikolaos Doulamis, Dimitris Kalogeras, Aikaterini Angeli:
Evaluating Transferability for Covid 3D Localization Using CT SARS-CoV-2 segmentation models. CoRR abs/2205.02152 (2022) - [i18]Iason Katsamenis, Matthaios Bimpas, Eftychios Protopapadakis, Charalampos Zafeiropoulos, Dimitris Kalogeras, Anastasios D. Doulamis, Nikolaos Doulamis, Carlos Martín-Portugués Montoliu, Yannis Handanos, Franziska Schmidt, Lionel Ott, Miquel Cantero, Rafael Lopez:
Robotic Maintenance of Road Infrastructures: The HERON Project. CoRR abs/2205.04164 (2022) - [i17]Iason Katsamenis, Eleni Eirini Karolou, Agapi Davradou, Eftychios Protopapadakis, Anastasios D. Doulamis, Nikolaos Doulamis, Dimitris Kalogeras:
TraCon: A novel dataset for real-time traffic cones detection using deep learning. CoRR abs/2205.11830 (2022) - [i16]Maria Kaselimi, Eftychios Protopapadakis, Athanasios Voulodimos, Nikolaos Doulamis, Anastasios D. Doulamis:
Towards trustworthy Energy Disaggregation: A review of challenges, methods and perspectives for Non-Intrusive Load Monitoring. CoRR abs/2207.02009 (2022) - [i15]Ioannis N. Tzortzis, Ioannis Rallis, Konstantinos Makantasis, Anastasios D. Doulamis, Nikolaos Doulamis, Athanasios Voulodimos:
Automatic inspection of cultural monuments using deep and tensor-based learning on hyperspectral imagery. CoRR abs/2207.02163 (2022) - [i14]Constantine Maganaris, Eftychios Protopapadakis, Nikolaos Bakalos, Nikolaos Doulamis, Dimitris Kalogeras, Aikaterini Angeli:
Transferability limitations for Covid 3D Localization Using SARS-CoV-2 segmentation models in 4D CT images. CoRR abs/2208.08343 (2022) - [i13]Agapi Davradou, Eftychios Protopapadakis, Maria Kaselimi, Anastasios D. Doulamis, Nikolaos Doulamis:
Diabetic foot ulcers monitoring by employing super resolution and noise reduction deep learning techniques. CoRR abs/2209.09880 (2022) - [i12]Stavros Sykiotis, Christoforos Menos-Aikateriniadis, Anastasios D. Doulamis, Nikolaos Doulamis, Pavlos S. Georgilakis:
Solar Power driven EV Charging Optimization with Deep Reinforcement Learning. CoRR abs/2211.09479 (2022) - 2021
- [j75]Konstantinos Makantasis, Alexandros Georgogiannis, Athanasios Voulodimos, Ioannis Georgoulas, Anastasios D. Doulamis, Nikolaos Doulamis:
Rank-R FNN: A Tensor-Based Learning Model for High-Order Data Classification. IEEE Access 9: 58609-58620 (2021) - [j74]Eftychios Protopapadakis, Anastasios D. Doulamis, Nikolaos Doulamis, Evangelos Maltezos:
Stacked Autoencoders Driven by Semi-Supervised Learning for Building Extraction from near Infrared Remote Sensing Imagery. Remote. Sens. 13(3): 371 (2021) - [j73]Athanasios Voulodimos, Eftychios Protopapadakis, Iason Katsamenis, Anastasios D. Doulamis, Nikolaos Doulamis:
A Few-Shot U-Net Deep Learning Model for COVID-19 Infected Area Segmentation in CT Images. Sensors 21(6): 2215 (2021) - [j72]Ioannis Rallis, Nikolaos Bakalos, Nikolaos Doulamis, Anastasios D. Doulamis, Athanasios Voulodimos:
Bidirectional long short-term memory networks and sparse hierarchical modeling for scalable educational learning of dance choreographies. Vis. Comput. 37(1): 47-62 (2021) - [c167]Maria Kaselimi, Athanasios Voulodimos, Nikolaos Doulamis, Anastasios D. Doulamis, Eftychios Protopapadakis:
A Robust to Noise Adversarial Recurrent Model for Non-Intrusive Load Monitoring. ICASSP 2021: 3335-3339 - [c166]Maria Kaselimi, Nikolaos Doulamis, Athanasios Voulodimos, Anastasios D. Doulamis, Demitris Delikaraoglou:
Spatio-Temporal Ionospheric TEC Prediction Using a Deep CNN-GRU Model on GNSS Measurements. IGARSS 2021: 8317-8320 - [c165]Charalampos Zafeiropoulos, Ioannis N. Tzortzis, Ioannis Rallis, Eftychios Protopapadakis, Nikolaos Doulamis, Anastasios D. Doulamis:
Evaluating the Usefulness of Unsupervised Monitoring in Cultural Heritage Monuments. NiDS 2021: 137-146 - [c164]George Kopsiaftis, Ioannis Georgoulas, Ioannis Rallis, Ioannis Markoulidakis, Kostis E. Tzanettis, Michael Sfakianos, Nikolaos Doulamis:
Application Programming Interface for a Customer Experience Analysis Tool. NiDS 2021: 191-194 - [c163]Charalampos Zafeiropoulos, Matthaios Bimpas, Eftychios Protopapadakis, Emmanuel Sardis, Nikolaos Doulamis, Anastasios D. Doulamis, Cedo Maksimovic, Stanislava Boskovic, Ranko Bozovic, Maja Lalic:
An Introduction to the euPOLIS Project. NiDS 2021: 197-206 - [c162]Ioannis Kavouras, Eftychios Protopapadakis, Maria Kaselimi, Emmanuel Sardis, Nikolaos Doulamis:
Assessing the Lockdown Effects on Air Quality During COVID-19 Era. NiDS 2021: 207-216 - [c161]Nikolaos Bakalos, Iason Katsamenis, Eleni Eirini Karolou, Nikolaos Doulamis:
Unsupervised Man Overboard Detection Using Thermal Imagery and Spatiotemporal Autoencoders. NiDS 2021: 256-263 - [c160]Ioannis Kavouras, Maria Kaselimi, Eftychios Protopapadakis, Nikolaos Doulamis:
Machine Learning Tools to Assess the Impact of COVID-19 Civil Measures in Atmospheric Pollution. PETRA 2021: 396-403 - [c159]Athanasios Voulodimos, Eftychios Protopapadakis, Iason Katsamenis, Anastasios D. Doulamis, Nikolaos Doulamis:
Deep learning models for COVID-19 infected area segmentation in CT images. PETRA 2021: 404-411 - [c158]Nikolaos Bakalos, Maria Kaselimi, Anastasios D. Doulamis, Nikolaos Doulamis:
Bioinformatics systems for monitoring and mitigating epidemics: The STAMINA Paradigm. PETRA 2021: 426-430 - [i11]Konstantinos Makantasis, Alexandros Georgogiannis, Athanasios Voulodimos, Ioannis Georgoulas, Anastasios D. Doulamis, Nikolaos Doulamis:
Rank-R FNN: A Tensor-Based Learning Model for High-Order Data Classification. CoRR abs/2104.05048 (2021) - [i10]Ioannis Kavouras, Eftychios Protopapadakis, Maria Kaselimi, Emmanuel Sardis, Nikolaos Doulamis:
Assessing the Lockdown Effects on Air Quality during COVID-19 Era. CoRR abs/2106.13750 (2021) - [i9]Charalampos Zafeiropoulos, Ioannis N. Tzortzis, Ioannis Rallis, Eftychios Protopapadakis, Nikolaos D. Doulamis, Anastasios D. Doulamis:
Evaluating the Usefulness of Unsupervised monitoring in Cultural Heritage Monuments. CoRR abs/2107.00964 (2021) - 2020
- [j71]Nikolaos Bakalos, Ioannis Rallis, Nikolaos Doulamis, Anastasios D. Doulamis, Athanasios Voulodimos, Vassilios Vescoukis:
Motion Primitives Classification Using Deep Learning Models for Serious Game Platforms. IEEE Computer Graphics and Applications 40(4): 26-38 (2020) - [j70]Athanasios Voulodimos, Ioannis Rallis, Nikolaos Doulamis:
Physics-based keyframe selection for human motion summarization. Multim. Tools Appl. 79(5-6): 3243-3259 (2020) - [j69]Maria Kaselimi, Athanasios Voulodimos, Nikolaos Doulamis, Anastasios D. Doulamis, Demitris Delikaraoglou:
A Causal Long Short-Term Memory Sequence to Sequence Model for TEC Prediction Using GNSS Observations. Remote. Sens. 12(9): 1354 (2020) - [j68]Maria Kaselimi, Nikolaos Doulamis, Athanasios Voulodimos, Eftychios Protopapadakis, Anastasios D. Doulamis:
Context Aware Energy Disaggregation Using Adaptive Bidirectional LSTM Models. IEEE Trans. Smart Grid 11(4): 3054-3067 (2020) - [c157]Nikolaos Bakalos, Athanasios Voulodimos, Nikolaos Doulamis, Anastasios D. Doulamis, Kassiani Papasotiriou, Matthaios Bimpas:
Fusing RGB and Thermal Imagery with Channel State Information for Abnormal Activity Detection Using Multimodal Bidirectional LSTM. CPS4CIP 2020: 77-86 - [c156]Maria Kaselimi, Athanasios Voulodimos, Eftychios Protopapadakis, Nikolaos Doulamis, Anastasios D. Doulamis:
EnerGAN: A GENERATIVE ADVERSARIAL NETWORK FOR ENERGY DISAGGREGATION. ICASSP 2020: 1578-1582 - [c155]Nikolaos Bakalos, Ioannis Rallis, Nikolaos D. Doulamis, Anastasios D. Doulamis, Athanasios Voulodimos, Eftychios Protopapadakis:
Adaptive Convolutionally Enchanced Bi-Directional Lstm Networks For Choreographic Modeling. ICIP 2020: 1826-1830 - [c154]Konstantinos Makantasis, Athanasios Voulodimos, Anastasios D. Doulamis, Nikolaos Bakalos, Nikolaos Doulamis:
Space-Time Domain Tensor Neural Networks: An Application on Human Pose Classification. ICPR 2020: 4688-4695 - [c153]Iason Katsamenis, Eftychios Protopapadakis, Anastasios D. Doulamis, Nikolaos Doulamis, Athanasios Voulodimos:
Pixel-Level Corrosion Detection on Metal Constructions by Fusion of Deep Learning Semantic and Contour Segmentation. ISVC (1) 2020: 160-169 - [c152]Eftychios Protopapadakis, Anastasios D. Doulamis, Nikolaos Doulamis, Evangelos Maltezos:
Semi-supervised Fine-Tuning for Deep Learning Models in Remote Sensing Applications. ISVC (1) 2020: 719-730 - [c151]Eftychios Protopapadakis, Anastasia Garbi, Anna Malamou, Maria Kaselimi, Zisis Pontikas, Anastasios D. Doulamis, Nikolaos Doulamis, Kostas Vasilakis, Nassos Michas, Emmanouel Alexakis:
Creating a Baseline for Robust Energy Savings Estimation in Households. PCI 2020: 131-134 - [c150]Iason Katsamenis, Eftychios Protopapadakis, Athanasios Voulodimos, Anastasios D. Doulamis, Nikolaos Doulamis:
Transfer Learning for COVID-19 Pneumonia Detection and Classification in Chest X-ray Images. PCI 2020: 170-174 - [c149]Ioannis Markoulidakis, George Kopsiaftis, Ioannis Rallis, Ioannis Georgoulas, Anastasios D. Doulamis, Nikolaos Doulamis:
Confusion Matrix Analysis for NPS. PCI 2020: 192-196 - [c148]Anastasios D. Doulamis, Nikolaos Doulamis, Aikaterini Angeli:
A cost -effective photonics-based device for early prediction, monitoring and management of diabetic foot ulcers. PETRA 2020: 63:1-63:8 - [c147]Maria Kaselimi, Nikolaos Doulamis:
Long-term recurrent convolutional networks for non-intrusive load monitoring. PETRA 2020: 64:1-64:4 - [p4]Ioannis Rallis, Athanasios Voulodimos, Nikolaos Bakalos, Eftychios Protopapadakis, Nikolaos Doulamis, Anastasios D. Doulamis:
Machine Learning for Intangible Cultural Heritage: A Review of Techniques on Dance Analysis. Visual Computing for Cultural Heritage 2020: 103-119 - [e3]Fotis Liarokapis, Athanasios Voulodimos, Nikolaos Doulamis, Anastasios D. Doulamis:
Visual Computing for Cultural Heritage. Springer 2020, ISBN 978-3-030-37190-6 [contents] - [i8]Konstantinos Makantasis, Athanasios Voulodimos, Anastasios D. Doulamis, Nikolaos Bakalos, Nikolaos Doulamis:
Space-Time Domain Tensor Neural Networks: An Application on Human Pose Recognition. CoRR abs/2004.08153 (2020) - [i7]Eftychios Protopapadakis, Anastasios D. Doulamis, Nikolaos Doulamis, Evangelos Maltezos:
Semi-Supervised Fine-Tuning for Deep Learning Models in Remote Sensing Applications. CoRR abs/2006.00345 (2020) - [i6]Iason Katsamenis, Eftychios Protopapadakis, Anastasios D. Doulamis, Nikolaos Doulamis, Athanasios Voulodimos:
Pixel-level Corrosion Detection on Metal Constructions by Fusion of Deep Learning Semantic and Contour Segmentation. CoRR abs/2008.05204 (2020)
2010 – 2019
- 2019
- [j67]Maria Kaselimi, Eftychios Protopapadakis, Athanasios Voulodimos, Nikolaos Doulamis, Anastasios D. Doulamis:
Multi-Channel Recurrent Convolutional Neural Networks for Energy Disaggregation. IEEE Access 7: 81047-81056 (2019) - [j66]Eftychios Protopapadakis, Athanasios Voulodimos, Anastasios D. Doulamis, Nikolaos Doulamis, Tania Stathaki:
Automatic crack detection for tunnel inspection using deep learning and heuristic image post-processing. Appl. Intell. 49(7): 2793-2806 (2019) - [j65]George Kopsiaftis, Eftychios Protopapadakis, Athanasios Voulodimos, Nikolaos Doulamis, Aristotelis Mantoglou:
Gaussian Process Regression Tuned by Bayesian Optimization for Seawater Intrusion Prediction. Comput. Intell. Neurosci. 2019: 2859429:1-2859429:12 (2019) - [j64]Georgios Bardis, Yiannis Koumpouros, Nikolaos Sideris, Athanasios Voulodimos, Nikolaos Doulamis:
WebGL enabled smart avatar warping for body weight animated evolution. Entertain. Comput. 32 (2019) - [j63]Evangelos Maltezos, Anastasios D. Doulamis, Nikolaos Doulamis, Charalabos Ioannidis:
Building Extraction From LiDAR Data Applying Deep Convolutional Neural Networks. IEEE Geosci. Remote. Sens. Lett. 16(1): 155-159 (2019) - [j62]Nikolaos Doulamis, Athanasios Voulodimos, Anastasios D. Doulamis, Matthaios Bimpas, Aikaterini Angeli, Nikolaos Bakalos, Alessandro Giusti, Panayiotis Philimis, Antonio Varriale, Alessio Ausili, Sabato d'Auria, George Lampropoulos, Matthias Baer, Bernhard Schmauss, Stephan Freitag, Bernhard Lendl, Krzysztof Mlynarczyk, Aleksandra Sosna-Glebska, Artur Trajnerowicz, Jaroslaw Pawluczyk, Mateusz Zbik, Jacek Kulakowski, Panagiotis Georgiadis, Stéphane Blaser, Nicola Bazzurro:
WaterSpy: A High Sensitivity, Portable Photonic Device for Pervasive Water Quality Analysis. Sensors 19(1): 33 (2019) - [j61]Nikolaos Bakalos, Athanasios Voulodimos, Nikolaos Doulamis, Anastasios D. Doulamis, Avi Ostfeld, Elad Salomons, Juan Caubet, Victor Jimenez, Pau Li:
Protecting Water Infrastructure From Cyber and Physical Threats: Using Multimodal Data Fusion and Adaptive Deep Learning to Monitor Critical Systems. IEEE Signal Process. Mag. 36(2): 36-48 (2019) - [c146]Maria Kaselimi, Nikolaos Doulamis, Anastasios D. Doulamis, Athanasios Voulodimos, Eftychios Protopapadakis:
Bayesian-optimized Bidirectional LSTM Regression Model for Non-intrusive Load Monitoring. ICASSP 2019: 2747-2751 - [c145]Konstantinos Makantasis, Anastasios D. Doulamis, Nikolaos Doulamis, Athanasios Voulodimos:
Common Mode Patterns for Supervised Tensor Subspace Learning. ICASSP 2019: 2927-2931 - [c144]Nikolaos Bakalos, Athanasios Voulodimos, Anastasios D. Doulamis, Nikolaos Doulamis:
A Deep-narma Filter for Unusual Behavior Detection from Visual, Thermal and Wireless Signals. ICASSP 2019: 4005-4009 - [c143]Ioannis Rallis, Nikolaos Bakalos, Nikolaos Doulamis, Athanasios Voulodimos, Anastasios D. Doulamis, Eftychios Protopapadakis:
Learning Choreographic Primitives Through A Bayesian Optimized Bi-Directional LSTM Model. ICIP 2019: 1940-1944 - [c142]Konstantinos Makantasis, Athanasios Voulodimos, Anastasios D. Doulamis, Nikolaos Doulamis, Ioannis Georgoulas:
Hyperspectral Image Classification with Tensor-Based Rank-R Learning Models. ICIP 2019: 3148-3125 - [c141]Eftychios Protopapadakis, Maria Kaselimi, Anastasios D. Doulamis, Nikolaos Doulamis:
Non-Intrusive Load Monitoring for Personalized Strategies Towards Energy Consumption Reduction. SMAP 2019: 1-6 - [c140]Nikolaos Bakalos, Ioannis Rallis, Nikolaos Doulamis, Anastasios D. Doulamis, Eftychios Protopapadakis, Athanasios Voulodimos:
Choreographic Pose Identification using Convolutional Neural Networks. VS-GAMES 2019: 1-7 - [i5]Konstantinos Makantasis, Anastasios D. Doulamis, Nikolaos Doulamis, Athanasios Voulodimos:
Common Mode Patterns for Supervised Tensor Subspace Learning. CoRR abs/1902.02075 (2019) - 2018
- [j60]Ioannis Rallis, Nikolaos Doulamis, Anastasios D. Doulamis, Athanasios Voulodimos, Vassilios Vescoukis:
Spatio-temporal summarization of dance choreographies. Comput. Graph. 73: 88-101 (2018) - [j59]Athanasios Voulodimos, Nikolaos Doulamis, Anastasios D. Doulamis, Eftychios Protopapadakis:
Deep Learning for Computer Vision: A Brief Review. Comput. Intell. Neurosci. 2018: 7068349:1-7068349:13 (2018) - [j58]Athanasios Voulodimos, Nikolaos Doulamis, George Bebis, Tania Stathaki:
Recent Developments in Deep Learning for Engineering Applications. Comput. Intell. Neurosci. 2018: 8141259:1-8141259:2 (2018) - [j57]Konstantinos Loupos, Anastasios D. Doulamis, Christos Stentoumis, Eftychios Protopapadakis, Konstantinos Makantasis, Nikolaos D. Doulamis, Angelos Amditis, Philippe Chrobocinski, Juan G. Victores, Roberto Montero, Elisabeth Menendez, Carlos Balaguer, Rafa López, Miquel Cantero, Roman Navarro, Alberto Roncaglia, Luca Belsito, Stephanos Camarinopoulos, Nikos Komodakis, Praveer Singh:
Autonomous robotic system for tunnel structural inspection and assessment. Int. J. Intell. Robotics Appl. 2(1): 43-66 (2018) - [j56]Nikolaos Doulamis:
Adaptable deep learning structures for object labeling/tracking under dynamic visual environments. Multim. Tools Appl. 77(8): 9651-9689 (2018) - [j55]Styliani Verykokou, Charalabos Ioannidis, George Athanasiou, Nikolaos Doulamis, Angelos Amditis:
3D reconstruction of disaster scenes for urban search and rescue. Multim. Tools Appl. 77(8): 9691-9717 (2018) - [j54]Konstantinos Makantasis, Antonios Nikitakis, Anastasios D. Doulamis, Nikolaos D. Doulamis, Ioannis Papaefstathiou:
Data-Driven Background Subtraction Algorithm for In-Camera Acceleration in Thermal Imagery. IEEE Trans. Circuits Syst. Video Technol. 28(9): 2090-2104 (2018) - [j53]Konstantinos Makantasis, Anastasios D. Doulamis, Nikolaos D. Doulamis, Antonis Nikitakis:
Tensor-Based Classification Models for Hyperspectral Data Analysis. IEEE Trans. Geosci. Remote. Sens. 56(12): 6884-6898 (2018) - [j52]Nikolaos D. Doulamis, Anastasios D. Doulamis, Emmanouel A. Varvarigos:
Virtual Associations of Prosumers for Smart Energy Networks Under a Renewable Split Market. IEEE Trans. Smart Grid 9(6): 6069-6083 (2018) - [c139]Panagiotis Mysiris, Nikolaos Doulamis, Anastasios D. Doulamis, Vasilis Sourlas, Aggelos Amditis:
Pervasive 3D Reconstruction to Identify Hidden 3D Survival Spaces for Search and Rescue Management. DASC/PiCom/DataCom/CyberSciTech 2018: 808-813 - [c138]Nikoloas Bakalos, Eftychios Protopapadakis, Anastasios D. Doulamis, Nikolaos Doulamis:
Dance Posture/Steps Classification Using 3D Joints from the Kinect Sensors. DASC/PiCom/DataCom/CyberSciTech 2018: 868-873 - [c137]