2024

N. Mylonas, I. Mollas, N. Bassiliades, G. Tsoumakas, “Exploring Local Interpretability in Dimensionality Reduction: Analysis and Use Cases”, Expert Systems with Applications, Volume 252, Part A, 124074, 2024.
E. Kouloumpris, K. Moutsianas, and I. Vlahavas. “SABER: Stochastic-Aware Bootstrap Ensemble Ranking for portfolio management”. Expert Systems with Applications, Vol. 249, Part B, no. 1, p. 123637. issn: 0957-4174., 2024, DOI: https://doi.org/10.1016/j.eswa.2024.123637
Vasileios Kochliaridis, Anastasia Papadopoulou, Ioannis Vlahavas, "UNSURE - A Machine Learning Approach to Cryptocurrency Trading", Accepted in Applied Intelligence, Springer, 2024
E. Kouloumpris, A. Lazaridis, A. Fachantidis, and I. Vlahavas. “Diagnosing Attention Deficit Hyperactivity Disorder Using Machine Learning Methods on Serious Game-generated Data”. International Journal on Artificial Intelligence Tools, Vol. 33, no. 1, p. 2350059. issn: 1793-6349., 2024, DOI: https://doi.org/10.1142/S0218213023500598
C. Gkoutroumpi, N. Virtsionis Gkalinikis, D. Vrakas. SGAN: Appliance signatures data generation for NILM applications using GANs, To be presented in the 12th Computing Conference 2024, London UK, (2024)
Mylonas, N., Mollas, I., Tsoumakas, G. An attention matrix for every decision: faithfulness-based arbitration among multiple attention-based interpretations of transformers in text classification. Data Min Knowl Disc, 38 (1), pp. 128 - 153, 2024.
K. Serderidis, I. Konstantinidis, G. Meditskos, V. Peristeras, N. Bassiliades, “d2kg: An Integrated Ontology for Knowledge Graph-based Representation of Government Decisions and Acts”, Semantic Web Journal, Vol. 15, No. 5, pp. 1677-1699, 2024.
A. Vassiliades, G. Stathopoulos-Kampilis, G. Antzoulatos, S. Symeonidis, S. Diplaris, S. Vrochidis, N. Bassiliades, I. Kompatsiaris, “XR4DRAMA a knowledge-based system for disaster management and media planning”, The Knowledge Engineering Review, Cambridge University Press, vol. 39, e1, pp. 1-28, 2024.
C. Antoniou, N. Bassiliades, “Α tool for Requirements Engineering using Ontologies and Boilerplates”, Automated Software Engineering, Vol. 31, No. 5, 2024.
Dimitriadis, D., Tsoumakas G., Artificial Fine-tuning Tasks for Yes/No Question Answering, Natural Language Engineering 30(1), pp. 73-95, 2024.
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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Intelligent Systems Lab
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