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ORCID16th AIAI 2020: Neos Marmaras, Greece
- Ilias Maglogiannis
, Lazaros Iliadis, Elias Pimenidis:
Artificial Intelligence Applications and Innovations - 16th IFIP WG 12.5 International Conference, AIAI 2020, Neos Marmaras, Greece, June 5-7, 2020, Proceedings, Part I. IFIP Advances in Information and Communication Technology 583, Springer 2020, ISBN 978-3-030-49160-4
Classification
- Ali Yesilkanat, Baris Bayram, Bilge Köroglu, Seçil Arslan:
An Adaptive Approach on Credit Card Fraud Detection Using Transaction Aggregation and Word Embeddings. 3-14 - Tobias Sundqvist, Monowar H. Bhuyan, Johan Forsman, Erik Elmroth:
Boosted Ensemble Learning for Anomaly Detection in 5G RAN. 15-30 - Mobyen Uddin Ahmed, Shahina Begum, Rikard Gestlöf, Hamidur Rahman, Johannes Sörman:
Machine Learning for Cognitive Load Classification - A Case Study on Contact-Free Approach. 31-42 - Karim Baati, Mouad Mohsil:
Real-Time Prediction of Online Shoppers' Purchasing Intention Using Random Forest. 43-51 - Konstantinos Christantonis, Christos Tjortjis, Anastassios Manos, Despina Elizabeth Filippidou, Eleni Mougiakou, Evangelos Christelis:
Using Classification for Traffic Prediction in Smart Cities. 52-61 - Eleana Tsiara, Christos Tjortjis:
Using Twitter to Predict Chart Position for Songs. 62-72 - Foteini Filippidou, Lefteris Moussiades:
Α Benchmarking of IBM, Google and Wit Automatic Speech Recognition Systems. 73-82
Clustering/Unsupervised Learning/Analytics
- Sarah Zouinina, Younès Bennani, Nicoleta Rogovschi, Abdelouahid Lyhyaoui:
A Two-Levels Data Anonymization Approach. 85-95 - Nikolaos Giarelis, Nikos Kanakaris, Nikos I. Karacapilidis:
An Innovative Graph-Based Approach to Advance Feature Selection from Multiple Textual Documents. 96-106 - Mieczyslaw A. Klopotek, Slawomir T. Wierzchon, Robert A. Klopotek:
k-means Cluster Shape Implications. 107-118 - Vincent Grollemund, Gaétan Le Chat, Jean-François Pradat-Peyre, François Delbot:
Manifold Learning for Innovation Funding: Identification of Potential Funding Recipients. 119-127 - Diane Duroux, Héctor Climente-González, Lars Wienbrandt, Kristel Van Steen:
Network Aggregation to Enhance Results Derived from Multiple Analytics. 128-140 - Dimosthenis Kyriazis, Ofer Biran, Thanassis Bouras, Klaus Brisch, Armend Duzha, Rafael del Hoyo, Athanasios Kiourtis, Pavlos Kranas, Ilias Maglogiannis, George Manias, Marc Meerkamp, Konstantinos Moutselos, Argyro Mavrogiorgou, Panayiotis Michael, Ricard Munné, Giuseppe La Rocca, Kostas Nasias, Tomás Pariente Lobo, Vega Rodrigálvarez, Nikitas M. Sgouros, Konstantinos Theodosiou, Panayiotis Tsanakas:
PolicyCLOUD: Analytics as a Service Facilitating Efficient Data-Driven Public Policy Management. 141-150 - Ashraf A. Afifi:
Demand Forecasting of Short Life Cycle Products Using Data Mining Techniques. 151-162
Image Processing
- Chuan Tan, Jin Zhu, Pietro Lio':
Arbitrary Scale Super-Resolution for Brain MRI Images. 165-176 - Chryssanthi Iakovidou, Symeon Papadopoulos, Yiannis Kompatsiaris:
Knowledge-Based Fusion for Image Tampering Localization. 177-188 - Rayene Chelghoum, Ikhlef Ameur, Amina HameurLaine, Sabir Jacquir:
Transfer Learning Using Convolutional Neural Network Architectures for Brain Tumor Classification from MRI Images. 189-200
Learning Algorithms
- Ibrahim Helmy, B. John Oommen:
A Novel Learning Automata-Based Strategy to Generate Melodies from Chordal Inputs. 203-215 - Asmaa Rassil, Hiba Chougrad, Hamid Zouaki:
Graph Neural Networks to Advance Anticancer Drug Design. 216-226 - O. Ekaba Bisong, B. John Oommen:
Optimizing Self-organizing Lists-on-Lists Using Transitivity and Pursuit-Enhanced Object Partitioning. 227-240 - Cheng-Yang Chang, Yu-Chuan Chuang, An-Yeu Andy Wu:
Task-Projected Hyperdimensional Computing for Multi-task Learning. 241-251
Neural Network Modeling
- Georgios Barlas, Efstathios Stamatatos:
Cross-Domain Authorship Attribution Using Pre-trained Language Models. 255-266 - Rafael Alexandrou, Harris Papadopoulos, Andreas Konstantinidis:
Indoor Localization with Multi-objective Selection of Radiomap Models. 267-278 - Petia D. Koprinkova-Hristova, Nadejda Bocheva, Simona Nedelcheva, Miroslava Stefanova, Bilyana Genova, Radoslava Kraleva, Velin Kralev:
STDP Plasticity in TRN Within Hierarchical Spike Timing Model of Visual Information Processing. 279-290 - Ahmed Khamis Abdullah Al Ghadani, Waleeja Mateen, Rameshkumar G. Ramaswamy:
Tensor-Based CUDA Optimization for ANN Inferencing Using Parallel Acceleration on Embedded GPU. 291-302 - Will Serrano:
The Random Neural Network in Price Predictions. 303-314
Object Tracking/Object Detection Systems
- Xinling Liu, Le Wang, Qilin Zhang, Nanning Zheng, Gang Hua:
Joint Multi-object Detection and Segmentation from an Untrimmed Video. 317-329 - Zhuoli Zhou, Shitao Chen, Rongyao Huang, Nanning Zheng:
Robust 3D Detection in Traffic Scenario with Tracking-Based Coupling System. 330-339
Ontologies/AI
- Dimitrios A. Koutsomitropoulos, Andreas D. Andriopoulos:
Automated MeSH Indexing of Biomedical Literature Using Contextualized Word Representations. 343-354 - Evangelos A. Stathopoulos, Alexandros Kokkalas, Eirini E. Mitsopoulou, Athanasios T. Patenidis, Georgios Meditskos, Sotiris Diplaris, Ioannis Paliokas, Stefanos Vrochidis, Konstantinos Votis, Dimitrios Tzovaras, Ioannis Kompatsiaris:
Knowledge-Based Management and Reasoning on Cultural and Natural Touristic Routes. 355-367 - Karolina Bataityte, Vassil T. Vassilev, Olivia Jo Gill:
Ontological Foundations of Modelling Security Policies for Logical Analytics. 368-380 - Nuno Freire, Diogo Proença:
RDF Reasoning on Large Ontologies: A Study on Cultural Heritage and Wikidata. 381-393
Sentiment Analysis/Recommender Systems
- Georgios Alexandridis, Konstantinos Michalakis, John Aliprantis, Pavlos Polydoras, Panagiotis Tsantilas, George Caridakis:
A Deep Learning Approach to Aspect-Based Sentiment Prediction. 397-408 - S. Sarlis, Ilias Maglogiannis:
On the Reusability of Sentiment Analysis Datasets in Applications with Dissimilar Contexts. 409-418 - Petr Hájek, Aliaksandr Barushka, Michal Munk:
Opinion Mining of Consumer Reviews Using Deep Neural Networks with Word-Sentiment Associations. 419-429 - Paschalis Frangidis, Konstantinos Georgiou, Stefanos I. Papadopoulos:
Sentiment Analysis on Movie Scripts and Reviews - Utilizing Sentiment Scores in Rating Prediction. 430-438 - Georgios D. Styliaras, Constantinos Constantinopoulos, Paschalis Panteleris, Damien Michel, Nota Pantzou, K. Papavasileiou, Kali Tzortzi, Antonis A. Argyros, Dimitrios I. Kosmopoulos:
The MuseLearn Platform: Personalized Content for Museum Visitors Assisted by Vision-Based Recognition and 3D Pose Estimation of Exhibits. 439-451 - Dimosthenis Beleveslis, Christos Tjortjis:
Promoting Diversity in Content Based Recommendation Using Feature Weighting and LSH. 452-461
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