Intelligent Systems Lab

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.

N. Bassiliades, G. Chalkiadakis, Advances in Multi-agent Systems Research: EUMAS 2020 Extended Selected Papers, SN Computer Science, Vol. 2(5), No. 347, 2021.

Th. Toliopoulos, N. Nikolaidis, A.-V. Michailidou, A. Seitaridis, Th. Nestoridis, Ch. Oikonomou, A. Temperekidis, F. Gioulekas, A. Gounaris, N. Bassiliades, P. Katsaros, A. Georgiadis, F. Liotopoulos, "Sboing4real: a real-time crowdsensing-based traffic management system", Journal of Parallel and Distributed Computing, Vol. 162, 2022, pp. 59-75.

C. Antoniou, N. Bassiliades, "Α Survey on Semantic Question Answering Systems", The Knowledge Engineering Review, vol. 37, p. e2, 2022.

K. Kravari, C. Antoniou, N. Bassiliades, "SENSE: A Flow-Down Semantics-Based Requirements Engineering Framework", Algorithms, 14(10):298, 2021.

Virtsionis-Gkalinikis, N., Nalmpantis, C. & Vrakas, D. SAED: self-attentive energy disaggregation. Mach Learn (2021). https://doi.org/10.1007/s10994-021-06106-3

Stylianou, N., Vlachava, D., Konstantinidis, I., Bassiliades, N. and Persiteras, V., Doc2KG: Transforming Document Repositories to Knowledge Graphs. International Journal on Semantic Web and Information Systems, Vol. 18, no. 1, pp. 1-20, 2022

A. Vassiliades, G. Flouris, Th. Patkos, A. Bikakis, N. Bassiliades, D. Plexousakis, "A Multi Attack Argumentation Framework", in: Baroni P., Benzmüller C., Wáng Y.N. (eds), Proceedings of the 4th International Conference on Logic and Argumentation (CLAR 2021), Hangzhou, China, 20-22 Oct 2021. LNCS, vol. 13040, pp. 417-436. Springer.

A. Vassiliades, N. Zarkadas, N. Bassiliades, Th. Patkos, "Onto-IKEA: A Knowledge Retrieval Framework based on IKEA Ontology", Ontology Showcase at the 12th International Conference on Formal Ontology in Information Systems (FOIS 2021), Bozen-Bolzano, Italy, 13-16 Sep 2021, Proceedings of the Joint Ontology Workshops 2021 (JOWO 2021), CEUR Workshop Proceedings, Vol. 2969.

D. Zaikis, I. Vlahavas, "TP-DDI: Transformer-based pipeline for the extraction of Drug-Drug Interactions", Artificial Intelligence in Medicine, Volume 119, Article 102153, 2021

Nentidis, A., Krithara, A., Tsoumakas, G. et al. What is all this new MeSH about?. Int J Digit Libr (2021).

A. Vassiliades, T. Patkos, V. Efthymiou, A. Bikakis, N. Bassiliades, D. Plexousakis, "Object-Action Association Extraction from Knowledge Graphs", Further with Knowledge Graphs. M. Alam et al. (Eds.), Proc. SEMANTiCS 2021, Amsterdam, 6-9 Sep. 2021, AKA Verlag and IOS Press, doi:10.3233/SSW210048.

A. Vassiliades, Th. Patkos, G. Flouris, A. Bikakis, N. Bassiliades, D. Plexousakis, "Abstract Argumentation Frameworks with Domain Assignments", Proc. 30th International Joint Conference on Artificial Intelligence (IJCAI-21), Main Track, pp. 2076-2082, 19-26 August 2021, Montreal (Virtual).

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.

Athanasios Tsionas, Aristotelis Lazaridis and Ioannis 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, Athens, Greece, 2-4 September, 2020.

Aristotelis Lazaridis, Anestis Fachantidis and Ioannis Vlahavas. “Deep Reinforcement Learning: A State-of-the-Art Walkthrough”. Journal of Artificial Intelligence Research, vol. 69, AI Access Foundation, 2021, https://doi.org/10.1613/JAIR.1.12412.

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