School of Informatics AUTh
Liu, Bin, Pliakos, Konstantinos, Vens, Celine, and Tsoumakas, Grigorios "Drug-target interaction prediction via an ensemble of weighted nearest neighbors with interaction recovery." Applied Intelligence (2021): 1-23.
Passali Tatiana, Alexios Gidiotis, Efstathios Chatzikyriakidis, and Grigorios Tsoumakas. "Towards Human-Centered Summarization: A Case Study on Financial News." Proceedings of the First Workshop on Bridging Human–Computer Interaction and Natural Language Processing. 2021.
Vartholomaios, Argyrios, Karlos, Stamatis, Kouloumpris, Eleftherios, and Tsoumakas, Grigorios. "Short-Term Renewable Energy Forecasting in Greece Using Prophet Decomposition and Tree-Based Ensembles." International Conference on Database and Expert Systems Applications. Springer, Cham, 2021.
Papagiannopoulou, Eirini, Grigorios Tsoumakas, and Apostolos Papadopoulos. "Keyword Extraction Using Unsupervised Learning on the Document’s Adjacency Matrix." Proceedings of the Fifteenth Workshop on Graph-Based Methods for Natural Language Processing (TextGraphs-15). 2021.
Kontoulis, Chrysovalantis Giorgos, Eirini Papagiannopoulou, and Grigorios Tsoumakas. "Keyphrase Extraction from Scientific Articles via Extractive Summarization." Proceedings of the Second Workshop on Scholarly Document Processing. 2021.
Karlos, Stamatis, Nikolaos Mylonas, and Grigorios Tsoumakas. "Instance-Based Zero-Shot learning for semi-Automatic MeSH indexing." Pattern Recognition Letters 151 (2021): 62-68.
Mylonas, Nikolaos, Stamatis Karlos, and Grigorios Tsoumakas. "A Multi-instance Multi-label Weakly Supervised Approach for Dealing with Emerging MeSH Descriptors." International Conference on Artificial Intelligence in Medicine. Springer, Cham, 2021.
A. Vassiliades, N. Bassiliades, Th. Patkos, "Commonsense Reasoning with Argumentation for Cognitive Robotics", Doctoral Consortium @ RuleML+RR 2021, 8-15 Sep 2021, Leuven, Belgium, Proceedings of the 15th International Rule Challenge, 7th Industry Track, and 5th Doctoral Consortium @ RuleML+RR 2021, CEUR Workshop Proceedings, Vol. 2956.
S. Paraschos, I. Mollas, N. Bassiliades, G. Tsoumakas, "VisioRed: A Visualisation Tool for Interpretable Predictive Maintenance", Proc. 30th International Joint Conference on Artificial Intelligence (IJCAI-21), Demo Track, pp. 5004-5007, 19-26 August 2021, Montreal (Virtual).
A. Vassiliades, I. Papadimitriou, N. Bassiliades, Th. Patkos, "Visual Gorgias: A Mechanism for the Visualization of an Argumentation Dialogue", Proc. 25th Pan-Hellenic Conference on Informatics, 26-28 November 2021, Volos, Greece, ACM, New York, NY, USA, pp. 149–154.