School of Informatics AUTh
Stylianou, Nikolaos, Panagiotis Kosmoliaptsis, and Ioannis Vlahavas. "Improved Biomedical Entity Recognition via Longer Context Modeling." IFIP International Conference on Artificial Intelligence Applications and Innovations. Springer, Cham, 2021.
Stylianou, Nikolaos, and Ioannis Vlahavas. "CoreLM: Coreference-aware Language Model Fine-Tuning." Proceedings of the Fourth Workshop on Computational Models of Reference, Anaphora and Coreference. 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
D. Zaikis, I. Vlahavas, "TP-DDI: Transformer-based pipeline for the extraction of Drug-Drug Interactions", Artificial Intelligence in Medicine, Volume 119, Article 102153, 2021
Stylianou, Nikolaos, and Ioannis Vlahavas. "TransforMED: End-to-End Transformers for Evidence-Based Medicine and Argument Mining in medical literature." Journal of Biomedical Informatics (2021): 103767.
Athanasios Tsionas, Aristotelis Lazaridis and Ioannis Vlahavas. “Serious Game Development for the Diagnosis of Major Depressive Disorder Cases Using Machine Learning Methods”. Games and AI - Technological, Cultural and Societal aspects (GAITECUS0), A SETN 2020 Workshop, Athens, Greece, 2-4 September, 2020.
Aristotelis Lazaridis, Anestis Fachantidis and Ioannis Vlahavas. “Deep Reinforcement Learning: A State-of-the-Art Walkthrough”. Journal of Artificial Intelligence Research, vol. 69, AI Access Foundation, 2021, https://doi.org/10.1613/JAIR.1.12412.
K. Sechidis, E. Spyromitros-Xioufis, I. Vlahavas, Multi-target feature selection through output space clustering, ESANN 2019
E. Spyromitros-Xioufis, K.Sechidis, I.Vlahavas, Multi-target regression via output space quantization, 2020 International Joint Conference on Neural Networks (IJCNN), 1-9
K. Sechidis, E. Spyromitros-Xioufis, Ioannis Vlahavas, Information Theoretic Multi-Target Feature Selection, Entropy, MDPI, Entropy 2019, 21(9), 855; doi.org/10.3390/e21090855