Intelligent Systems Lab

Stavropoulos, T.G., Meditskos, G., Lazarou, I., Mpaltadoros, L., Papagiannopoulos, S., Tsolaki, M., Kompatsiaris, I. Detection of Health-Related Events and Behaviours from Wearable Sensor Lifestyle Data Using Symbolic Intelligence: A Proof-of-Concept Application in the Care of Multiple Sclerosis. Sensors 2021, 21, 6230.

Koufakis, A., Tzanakis, S., Moumtzidou, A., Meditskos, G., Karakostas, A., Vrochidis, S. and Kompatsiaris, I. (2021). OntoAqua: Ontology-based Modelling of Context in Water Safety and Security. In Proceedings of the 13th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management - KEOD, ISBN 978-989-758-533-3; ISSN 2184-3228, pages 194-201.

Georgios Liapis, Aristotelis Lazaridis and Ioannis Vlahavas. “Gamified Escape Room Experience for Simulating Team Building using Deep Reinforcement Learning”. 15th European Conference on Game-Based Learning (ECGBL 2021), Brighton, UK, 23-24 September, 2021.

Stylianou, Nikolaos, Panagiotis Kosmoliaptsis, and Ioannis Vlahavas. "Improved Biomedical Entity Recognition via Longer Context Modeling." IFIP International Conference on Artificial Intelligence Applications and Innovations. Springer, Cham, 2021.

Stylianou, Nikolaos, and Ioannis Vlahavas. "CoreLM: Coreference-aware Language Model Fine-Tuning." Proceedings of the Fourth Workshop on Computational Models of Reference, Anaphora and Coreference. 2021.

Koidaki Fotini, Despina Christou, Aikaterini Tiktopoulou, and Grigorios Tsoumakas. The concept of nation in nineteenth-century Greek fiction through computational literary analysis. Proceedings of the NLP4DH 2021 Workshop on Natural Language Processing for Digital Humanities. 2021

Christou, Despina, and Grigorios Tsoumakas. "Extracting Semantic Relationships in Greek Literary Texts." Sustainability 13.16 (2021): 9391.

Christou, Despina, and Grigorios Tsoumakas. "Improving Distantly-Supervised Relation Extraction Through BERT-Based Label and Instance Embeddings." IEEE Access 9 (2021): 62574-62582.

Liu Bin, Konstantinos Blekas, and Grigorios Tsoumakas. "Multi-label sampling based on local label imbalance." Pattern Recognition 122 (2022): 108294.

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.

Ioannis Mollas, Zoe Chrysopoulou, Stamatis Karlos, and Grigorios Tsoumakas. "ETHOS: a multi-label hate speech detection dataset." Complex & Intelligent Systems, Springer, 2022.

K. Gounis, N. Bassiliades, "Intelligent Momentary Assisted Control for Autonomous Emergency Braking", Simulation Modelling Practice and Theory, Vol. 115, 2022, 102450. DOI: 10.1016/j.simpat.2021.102450

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).