2022

I. Gocev, G. Meditskos, N. Bassiliades, "Towards Explaining DL Non-entailments by Utilizing Subtree Isomorphisms", Proc. 24th International Conference on Information Integration and Web Intelligence (iiWAS2022), 28-30 Nov 2022, virtual conference, LNCS, vol 13635, Springer, pp. 385–390, 2022.
K. Mokos, Th. Nestoridis, P. Katsaros, N. Bassiliades, "Semantic Modeling and Analysis of Natural Language System Requirements", IEEE Access, vol. 10, pp. 84094-84119, 2022.
N. V. Gkalinikis and D. Vrakas, "Efficient Deep Learning Techniques for Water Disaggregation," 2022 2nd International Conference on Energy Transition in the Mediterranean Area (SyNERGY MED), Thessaloniki, Greece, 2022, pp. 1-6, doi: 10.1109/SyNERGYMED55767.2022.9941424.
Virtsionis Gkalinikis, Nikolaos, Christoforos Nalmpantis, and Dimitris Vrakas. 2022. "Torch-NILM: An Effective Deep Learning Toolkit for Non-Intrusive Load Monitoring in Pytorch" Energies 15, no. 7: 2647. https://doi.org/10.3390/en15072647
Nalmpantis, Christoforos, Nikolaos Virtsionis Gkalinikis, and Dimitris Vrakas. 2022. "Neural Fourier Energy Disaggregation" Sensors 22, no. 2: 473. https://doi.org/10.3390/s22020473
Lentzas, A.; Dalagdi, E.; Vrakas, D. Multilabel Classification Methods for Human Activity Recognition: A Comparison of Algorithms. Sensors 2022, 22, 2353.
D. Zaikis, S. Kokkas, I. Vlahavas, "Transforming Drug-Drug Interaction Extraction from Biomedical Literature", In Proceedings of the 12th Hellenic Conference on Artificial Intelligence (SETN '22), Corfu, Greece, 7-9 Sep 2022, Article 12, pp. 1–8, Association for Computing Machinery, 2022
A. Vassiliades, N. Bassiliades, G. Meditskos, K. Spiliopoulos, "Building Eurostat’s Knowledge Graph", Proceedings of the 14th International Conference on Knowledge Engineering and Ontology Development (KEOD 2022), Oct 24-26, 2022, Valetta, Malta, SciTePress, pp. 128-135, 2022.
A. Vassiliades, N. Bassiliades, Th. Patkos, D. Vrakas, "An Open-Ended Web Knowledge Retrieval Framework for the Household Domain With Explanation and Learning Through Argumentation", International Journal on Semantic Web and Information Systems, Volume 18, no. 1, Article 21, pp.1-34, 2022.
Ioannis Mollas, Nick Bassiliades, & Grigorios Tsoumakas, Conclusive local interpretation rules for random forests. Data Mining and Knowledge Discovery, Vol. 36, pp. 1521-1574, 2022.
Address

School of Informatics
Aristotle University of Thessaloniki
54124 Thessaloniki, Greece

Contact

Prof. Ioannis P. Vlahavas
tel: ++30 231099-8145
fax: ++30 231099-8362
e-mail: vlahavas@csd.auth.gr

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