Intelligent Systems Lab

Z. Vasileiou, G. Meditskos, S. Vrochidis, N. Bassiliades, "An Explainable Multimodal Fusion Approach for Mass Casualty Incidents", 4th International Workshop on Machine Learning and Knowledge Graphs (MLKgraphs 2022), Workshop of the 33rd DEXA Conference, 22 Aug 2022, Vienna, Austria, in: G. Kotsis et al., Database and Expert Systems Applications - DEXA 2022 Workshops. DEXA 2022. Communications in Computer and Information Science, vol 1633, pp. 375–379, Springer, Cham, 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.

A. Vassiliades, G. Flouris, Th. Patkos, A. Bikakis, N. Bassiliades, D. Plexousakis, "Argumentation Frameworks with Attack Classification", Journal of Logic and Computation, Vol. 33, No. 2, March 2023, pp. 192–229.

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.

I. Mollas, N. Bassiliades, G. Tsoumakas, LioNets: a neural-specific local interpretation technique exploiting penultimate layer information. Applied Intelligence, Vol. 53, pp. 2538-2563, 2023.

E. Rigas, E. H. Gerding, S. Stein, S. D. Ramchurn, N. Bassiliades, “Mechanism Design for Efficient Offline and Online Allocation of Electric Vehicles to Charging Stations”, Energies, 15(5):1660, 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

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.

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.

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.