School of Informatics AUTh
Gkalinikis, N. V., Nalmpantis, C., & Vrakas, D. (2021). SAED: Self-Attentive Energy Disaggregation. In Machine Learning.
Stylianou, N., Vlachava, D., Konstantinidis, I., Bassiliades, N. and Persiteras, V., (2021), Dock2KG: Transforming Document Repositories to Knowledge Graphs. International Journal on Semantic Web and Information Systems.
Alexandros Vassiliades, Giorgos Flouris, Theodore Patkos, Antonis Bikakis, Nick Bassiliades, and Dimitris Plexousakis, "An Multi Attack Argumentation Framework", Fourth International Conference on Logic and Argumentation (CLAR 2021), Hangzhou, China
Alexandros Vassiliades, Nikos Zarkadas, Nick Bassiliades, and Theodore Patkos, "Onto-IKEA: A Knowledge Retrieval Framework based on IKEA Ontology", Twelfth International Conference on Formal Ontology in Information Systems, Bolzano, Italy
D. Zaikis, I. Vlahavas, TP-DDI: Transformer-based pipeline for the extraction of Drug-Drug Interactions, Artificial Intelligence in Medicine, Volume 119, (2021)
Nentidis, A., Krithara, A., Tsoumakas, G. et al. What is all this new MeSH about?. Int J Digit Libr (2021).
Alexandros Vassiliades, Theodore Patkos, Vasilis Efthymiou, Antonis Bikakis, Nick Bassiliades, and Dimitris Plexousakis, "Object-Action Association Extraction from Knowledge Graphs", SEMANTiCS Conference 2021, Amsterdam, Netherlands
A. Vassiliades, Th. Patkos, G. Flouris, A. Bikakis, N. Bassiliades, D. Plexousakis, "Abstract Argumentation Frameworks with Domain Assignments", 30th International Joint Conference on Artificial Intelligence (IJCAI-21), 2021, Montreal, Canada.
Stylianou, Nikolaos, and Ioannis Vlahavas. "TransforMED: End-to-End Transformers for Evidence-Based Medicine and Argument Mining in medical literature." Journal of Biomedical Informatics (2021): 103767.
A. Tsionas, A. Lazaridis, I. Vlahavas, Serious Game Development for the Diagnosis of Major Depressive Disorder Cases Using Machine Learning Methods, Games and AI - Technological, Cultural and Societal aspects (GAITECUS0), A SETN 2020 Workshop.
Lazaridis A., Fachantidis A., Vlahavas I., Deep Reinforcement Learning: A State-of-the-Art Walkthrough, Journal of Artificial Intelligence Research 69 (2020), 1421-1471.
A. Vassiliades, N. Bassiliades, T. Patkos, “Argumentation and explainable artificial intelligence: a survey,” The Knowledge Engineering Review, vol. 36, p. e5, 2021.
Vasileios Barzokas, Eirini Papagiannopoulou, Grigorios Tsoumakas (2020), Studying the Evolution of Greek Words via Word Embeddings, 11th Hellenic Conference on Artificial Intelligence
Eirini Papagiannopoulou and Grigorios Tsoumakas (2020), A Review of Keyphrase Extraction, Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, 10(2), e1339
K. Sechidis, E. Spyromitros-Xioufis, I. Vlahavas, Multi-target feature selection through output space clustering, ESANN 2019
E. Spyromitros-Xioufis, K.Sechidis, I.Vlahavas, Multi-target regression via output space quantization, 2020 International Joint Conference on Neural Networks (IJCNN), 1-9
K. Sechidis, E. Spyromitros-Xioufis, Ioannis Vlahavas, Information Theoretic Multi-Target Feature Selection, Entropy, MDPI, Entropy 2019, 21(9), 855; doi.org/10.3390/e21090855
N. Bassiliades, G. Chalkiadakis, D. de Jonge, (Eds.), Multi-Agent Systems and Agreement Technologies: 17th European Conference, EUMAS 2020, and 7th International Conference, AT 2020, Thessaloniki, Greece, September 14-15, 2020, Revised Selected Papers, Lecture Notes in Artificial Intelligence, Vol. 12520, pages 608, Springer, 2021, ISBN 978-3-030-66412-1.
I. Vlahavas, P. Kefalas, N. Bassiliades, F. Kokkoras, I. Sakellariou, “Artificial Intelligence, 4th edition (in Greek - Τεχνητή Νοημοσύνη, Δ' Έκδοση)", Book, Έκδοση/Διάθεση: Εκδόσεις Πανεπιστημίου Μακεδονίας, ISBN 978-618-5196-44-8, 1000 pages, 2020
Stylianou, N., and Vlahavas, I., 2021. A neural Entity Coreference Resolution review. Expert Systems With Applications 168, p.114466.
