Vlahavas – Intelligent Systems Lab

Vlahavas

D. Zaikis and I. Vlahavas, "TransformDDI: The Transformer-Based Joint Multi-Task Model for End-to-End Drug-Drug Interaction Extraction," in IEEE Journal of Biomedical and Health Informatics, doi: 10.1109/JBHI.2024.3507738.

Zaikis, D., Vlahavas, I. DACL+: domain-adapted contrastive learning for enhanced low-resource language representations in document clustering tasks. Neural Comput & Applic (2024). https://doi.org/10.1007/s00521-024-10589-1

G. Liapis, A, Vordou, and I. Vlahavas. 2024. Machine Learning Methods for Emulating Personality Traits in a Gamified Environment. In 13th Conference on Artificial Intelligence (SETN 2024), September 11–13, 2024, Piraeus, Greece. ACM, New York, NY, USA, 8 pages. https://doi.org/10. 1145/3688671.3688757

G.Liapis, K. Rrasa, M. Roditis, K.Klimantakis, I. Vlahavas, Serious Game for ADHD Diagnosis, Conference: 17th International Conference on Game and Entertainment Technologies, Budapest, July 2024

E. Kouloumpris and I. Vlahavas. "Markowitz random forest: Weighting classification and regression trees with modern portfolio theory." Neurocomputing, vol. 620, Article 129191, 2024.

Liapis, G., & Vlahavas, I. (2024). Multi-Agent System for Emulating Personality Traits Using Deep Reinforcement Learning. Applied Sciences, 14(24), 12068. https://doi.org/10.3390/app142412068

G.Liapis, I.Vlahavas, Smart NPCs with Personality in a Serious Game Using Machine Learning, Acta Ludologica, 7(2):4-25

Takas, N., Kouloumpris, E., Moutsianas, K., Liapis, G., Vlahavas, I., & Kousenidis, D. (2024). Startup Sustainability Forecasting with Artificial Intelligence. Applied Sciences, 14(19), 8925. https://doi.org/10.3390/app14198925

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

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

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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