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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.
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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
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Pierros, I., Kochliaridis, V., Apostolidou, E., Delimpasi, E., Zygouris, V., & Vlahavas, I. (2024, June). Predictive Maintenance Under Absence of Sensor Data. In IFIP International Conference on Artificial Intelligence Applications and Innovations (pp. 279-292). Cham: Springer Nature Switzerland.
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Kochliaridis, V., Pierros, I., Romanos, G., & Vlahavas, I. (2025). ViT $$^{2} $$-Pre-training Vision Transformers for Visual Times Series Forecasting. In International Conference on Pattern Recognition (pp. 217-231). Springer, Cham.
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Kochliaridis, V., Kostinoudis, E., & Vlahavas, I. (2024, September). Optimizing Pretrained Transformers for Autonomous Driving. In Proceedings of the 13th Hellenic Conference on Artificial Intelligence (pp. 1-9)
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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
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E. Kouloumpris and I. Vlahavas. "Markowitz random forest: Weighting classification and regression trees with modern portfolio theory." Neurocomputing, vol. 620, Article 129191, 2024.
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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
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