School of Informatics AUTh
Aristotelis Lazaridis and Ioannis Vlahavas. “GENEREIT: Generating Multi-talented Reinforcement Learning Agents”. International Journal of Information Technology, Springer, 2022.
I. Pierros, E. Kouloumpris, D. Zaikis, I. Vlahavas. “Retail Demand Forecasting for 1 Million Products”, in Proceedings of the Intelligent Systems Design and Applications (ISDA 2023), Lecture Notes in Networks and Systems, vol 646, pp. 467–79, 2023. https://doi.org/10.1007/978-3-031-27440-4_45.
E. Kouloumpris, A. Konstantinou, S. Karlos, G. Tsoumakas, and I. Vlahavas, “Short-term Load Forecasting With Clustered Hybrid Models Based On Hour Granularity”, In Proceedings of the 12th Hellenic Conference on Artificial Intelligence (SETN ’22), Corfu, Greece, 7-9 Sep 2022, Article 42, pp. 1–10, Association for Computing Machinery, 2022, DOI: https://doi.org/10.1145/3549737.3549783
I. Almalis, E. Kouloumpris, and I. Vlahavas. “Sector-level sentiment analysis with deep learning”. Knowledge-Based Systems, p. 109954. issn: 0950-7051., 2022, DOI: https://doi.org/10.1016/j.knosys.2022.109954.
G. Liapis, L. Stefanou, I. Vlahavas, "Classifying Intelligence Tests Patterns Using Machine Learning Methods", International Conference on Pattern Recognition Applications and Methods, February 2023
G. Liapis, K. Zacharia, K. Rrasa, A. Liapi, I. Vlahavas, “Modelling Core Personality Traits Behaviours in a Gamified Escape Room Environment”, 16th European Conference on Games Based Learning, September 2022
G. Liapis, Lazaridis A., Vlahavas I., “Escape Room Experience for Team Building Through Gamification Using Deep Reinforcement Learning”, 15th European Conference on Game Based Learning (ECGBL), September 2021
D. Zaikis, C. Karalka, I. Vlahavas, "A Message Passing Approach to Biomedical Relation Classification for Drug–Drug Interactions", Applied Sciences, Volume 12(21), Article 10987, 2022, DOI: https://doi.org/10.3390/app122110987
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
Georgios Liapis, Aristotelis Lazaridis and Ioannis Vlahavas. “Gamified Escape Room Experience for Simulating Team Building using Deep Reinforcement Learning”. 15th European Conference on Game-Based Learning (ECGBL 2021), Brighton, UK, 23-24 September, 2021.