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ORCIDSETN 2020: Athens, Greece
- Constantine D. Spyropoulos, Iraklis Varlamis, Ion Androutsopoulos, Prodromos Malakasiotis:
SETN 2020: 11th Hellenic Conference on Artificial Intelligence, Athens, Greece, September 2-4, 2020. ACM 2020, ISBN 978-1-4503-8878-8
Session 1: Agents, Games, Planning
- Shikha Singh, Deepak Khemani:
Planning with Subjective Knowledge in a Multi-Agent Scenario. 1-9 - Emmanouil S. Rigas, Enrico H. Gerding, Sebastian Stein
, Sarvapali D. Ramchurn, Nick Bassiliades:
Mechanism design for efficient allocation of electric vehicles to charging stations. 10-15 - Alexios Theodoridis, Georgios Chalkiadakis:
Monte Carlo Tree Search for the Game of Diplomacy. 16-25 - Athina Georgara, Georgios Chalkiadakis:
Hedonic Utility Games. 26-33
Session 2: Biomedical AI
- Dimitrios Zaikis, Ioannis P. Vlahavas:
Drug-Drug Interaction Classification Using Attention Based Neural Networks. 34-40 - Nikolaos Gialitsis, George Giannakopoulos, Marina Athanasouli:
Evaluation of distributed DNA representations on the classification of conserved non-coding elements. 41-47 - Despoina Kalfakakou, Anastasia Krithara, Georgios Paliouras:
Splice site prediction across different organisms: A transfer learning approach. 48-55 - Ioannis Bargiotas, Argyris Kalogeratos, Myrto Limnios, Pierre-Paul Vidal, Damien Ricard, Nicolas Vayatis:
Multivariate two-sample hypothesis testing through AUC maximization for biomedical applications. 56-59
Session 3: Biomedical Computer Vision, Image Retrieval
- Antonios Makris, Ioannis Kontopoulos, Konstantinos Tserpes:
COVID-19 detection from chest X-Ray images using Deep Learning and Convolutional Neural Networks. 60-66 - Athanasios Kallipolitis, Alexandros Stratigos, Alexios Zarras, Ilias Maglogiannis:
Explainable Fully Connected Visual Words for the Classification of Skin Cancer Confocal Images: Interpreting the influence of visual words in classifying benign vs malignant pattern. 67-73 - Christos Nasioutzikis, Maria Tzelepi, Anastasios Tefas:
Deep Hashing Regularization Towards Hamming Space Retrieval. 74-77
Session 4: Computer Vision
- Giorgos Sfikas, Dimosthenis Ioannidis, Dimitrios Tzovaras:
Quaternionic keypoint description for multispectral imaging. 78-84 - Dimitra Koumoutsou, Eleni Charou:
A Deep Learning approach to Hyperspectral Image Classification using an improved Hybrid 3D-2D Convolutional Neural Network. 85-92 - Alexandros Petropoulos, Christos Diou:
Combining PENCIL with AMDIM for image classification with noisy and sparsely labeled data. 93-96 - Paraskevas Pegios, Nikolaos Passalis, Anastasios Tefas:
Improving Universal Style Transfer using Sub-style Decomposition. 97-100
Session 5: Natural Language Processing 1
- Katerina Papantoniou, Yannis Tzitzikas:
NLP for the Greek Language: A Brief Survey. 101-109 - John Koutsikakis, Ilias Chalkidis, Prodromos Malakasiotis, Ion Androutsopoulos:
GREEK-BERT: The Greeks visiting Sesame Street. 110-117 - Vasileios Barzokas, Eirini Papagiannopoulou, Grigorios Tsoumakas:
Studying the Evolution of Greek Words via Word Embeddings. 118-124 - Prokopis Prokopidis, Stelios Piperidis:
A Neural NLP toolkit for Greek. 125-128
Session 6: Telecommunications, Privacy, Missing Information
- Thomas Kamalakis, Leonidas Dogkas, Flora Simou:
Application of a Genetic Algorithm to Optimize the Performance of a Visible Light Communications System: Key Concepts and Preliminary Results. 129-134 - Vasileios Tosounidis, Georgios Pavlidis, Ilias Sakellariou:
Deep Q-Learning for Load Balancing Traffic in SDN Networks. 135-143 - Georgios Feretzakis, Konstantinos Mitropoulos, Dimitris Kalles, Vassilios S. Verykios:
Local Distortion Hiding (LDH) Algorithm: a Java-based prototype. 144-149 - Christos Platias, Georgios Petasis:
A Comparison of Machine Learning Methods for Data Imputation. 150-159
Session 7: Natural Language Processing 2
- Nikos Bartziokas, Thanassis Mavropoulos, Constantine Kotropoulos:
Datasets and Performance Metrics for Greek Named Entity Recognition. 160-167 - Konstantinos Korovesis, Georgios Alexandridis, George Caridakis, Pavlos Polydoras, Panagiotis Tsantilas:
Leveraging aspect-based sentiment prediction with textual features and document metadata. 168-174 - Nikolaos Mylonas, Stamatis Karlos, Grigorios Tsoumakas:
Zero-Shot Classification of Biomedical Articles with Emerging MeSH Descriptors. 175-184 - Ioannis V. Loumiotis, Georgios Petasis:
A corpus augmentation approach for improving the performance of dialogue systems in the Greek language. 185-188
Session 8: Mixed Topics
- Aggeliki Koutsibella, Konstantinos D. Koutroumbas:
Stochastic gradient descent possibilistic clustering. 189-194 - Alexandros Tzanetos, Georgios Dounias:
Sonar Inspired Optimization based Feature Selection. 195-201 - Alexander Sakharov:
Hierarchical Resolution For Structured Predicate Definitions. 202-210 - Alexandros Vassiliades, Theodore Patkos, Antonis Bikakis, Giorgos Flouris, Nick Bassiliades, Dimitris Plexousakis:
Preliminary Notions of Arguments from Commonsense Knowledge. 211-214
Session 9: Forecasting, Trajectory Prediction
- Michail G. Papatsimpas, Ioannis Lykogiorgos, Konstantinos E. Parsopoulos:
FOREX Trading Model Based on Forecast Aggregation and Metaheuristic Optimization. 215-223 - Theodoros Zafeiriou, Dimitris Kalles:
Intraday Ultra-Short-Term Forecasting of Foreign Exchange Rates using an Ensemble of Neural Networks based on Conventional Technical Indicators. 224-231 - John Violos, Stylianos Tsanakas, Maro Androutsopoulou, Georgios Palaiokrassas, Theodora A. Varvarigou:
Next Position Prediction using LSTM Neural Networks. 232-240 - Christos Spatharis, Konstantinos Blekas, George A. Vouros:
Apprenticeship learning of flight trajectories prediction with inverse reinforcement learning. 241-249
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