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Zhou, A., Liu, B., Peng, Z., Wang, J., Tsoumakas, G. (2024) Multi-label Adaptive Batch Selection by Highlighting Hard and Imbalanced Samples. ECML PKDD 2024 (5), pages 265-281.
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Tatiana Passali, Thanassis Mavropoulos, Grigorios Tsoumakas, Georgios Meditskos, Stefanos Vrochidis, “Artificial disfluency detection, uh no, disfluency generation for the masses”, Computer Speech & Language, Volume 89, 2025, https://doi.org/10.1016/j.csl.2024.101711
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Lysitsas, M., Botsoglou, G., Dimitriadis, D., Termatzidou, S., Kazana, P., Tsoumakas, G., Tsokana, C.N. Malissiova, E., Spyrou, V., Billinis, C., Valiakos, G. (2024) Subclinical mastitis in Lacaune sheep: Etiologic agents, effect on milk characteristics, and an evaluation of infrared thermography and YOLO algorithm as a Preprocessing Tool for Advanced Analysis, Vet. Sci. 2024, 11(12), 676; https://doi.org/10.3390/vetsci11120676
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Liu, B., Zhou, A., Wei, B., Wang, J., Tsoumakas, G. (2024) Oversampling Multi-Label Data based on Natural Neighbor and Label Correlation, Expert Systems with Applications. https://doi.org/10.1016/j.eswa.2024.125257
Liu, B., Tsoumakas, G. (2024) Integrating Similarities via Local Interaction Consistency and Optimizing Area Under the Curve Measures via Matrix Factorization for Drug-Target Interaction Prediction, IEEE/ACM Transactions on Computational Biology and Bioinformatics, https://doi.org/10.1109/TCBB.2024.3453499.
LnRiLWNvbnRhaW5lciAudGItY29udGFpbmVyLWlubmVye3dpZHRoOjEwMCU7bWFyZ2luOjAgYXV0b30gLndwLWJsb2NrLXRvb2xzZXQtYmxvY2tzLWNvbnRhaW5lci50Yi1jb250YWluZXJbZGF0YS10b29sc2V0LWJsb2Nrcy1jb250YWluZXI9IjVmNGI4YjUxYWQxNWM4Yjk3ZWFmNjRkZWU3ZGFiOWZkIl0geyBwYWRkaW5nOiAyNXB4OyB9ICAudGItY29udGFpbmVyIC50Yi1jb250YWluZXItaW5uZXJ7d2lkdGg6MTAwJTttYXJnaW46MCBhdXRvfSAud3AtYmxvY2stdG9vbHNldC1ibG9ja3MtY29udGFpbmVyLnRiLWNvbnRhaW5lcltkYXRhLXRvb2xzZXQtYmxvY2tzLWNvbnRhaW5lcj0iMzNmZjI1NDhjNWI4NzgzNDBlNTI5ZDBmM2ZjNmNhMDEiXSB7IHBhZGRpbmc6IDI1cHg7IH0gLnRiLWNvbnRhaW5lciAudGItY29udGFpbmVyLWlubmVye3dpZHRoOjEwMCU7bWFyZ2luOjAgYXV0b30gLndwLWJsb2NrLXRvb2xzZXQtYmxvY2tzLWNvbnRhaW5lci50Yi1jb250YWluZXJbZGF0YS10b29sc2V0LWJsb2Nrcy1jb250YWluZXI9IjQyZTAyNGIxYmVjN2IzYTFjNjI3ZmVhYTY1Y2M0NzNjIl0geyBwYWRkaW5nOiAyNXB4OyB9IEBtZWRpYSBvbmx5IHNjcmVlbiBhbmQgKG1heC13aWR0aDogNzgxcHgpIHsgLnRiLWNvbnRhaW5lciAudGItY29udGFpbmVyLWlubmVye3dpZHRoOjEwMCU7bWFyZ2luOjAgYXV0b30gLnRiLWNvbnRhaW5lciAudGItY29udGFpbmVyLWlubmVye3dpZHRoOjEwMCU7bWFyZ2luOjAgYXV0b30udGItY29udGFpbmVyIC50Yi1jb250YWluZXItaW5uZXJ7d2lkdGg6MTAwJTttYXJnaW46MCBhdXRvfSB9IEBtZWRpYSBvbmx5IHNjcmVlbiBhbmQgKG1heC13aWR0aDogNTk5cHgpIHsgLnRiLWNvbnRhaW5lciAudGItY29udGFpbmVyLWlubmVye3dpZHRoOjEwMCU7bWFyZ2luOjAgYXV0b30gLnRiLWNvbnRhaW5lciAudGItY29udGFpbmVyLWlubmVye3dpZHRoOjEwMCU7bWFyZ2luOjAgYXV0b30udGItY29udGFpbmVyIC50Yi1jb250YWluZXItaW5uZXJ7d2lkdGg6MTAwJTttYXJnaW46MCBhdXRvfSB9IA==
Nentidis, A, Krithara, A., Tsoumakas, G., Paliouras, G. (2024) Zero-shot relabeling of weak labels for fine-grained semantic indexing of biomedical literature, 27th European Conference on Artificial Intelligence (ECAI-2024).
Giannouris, P., Myridis, T., Passali, T., Tsoumakas, G. (2024) Plain Language Summarization of Clinical Trials. In Proceedings of the Workshop on DeTermIt! Evaluating Text Difficulty in a Multilingual Context @ LREC-COLING 2024, pages 60–67, Torino, Italia. ELRA and ICCL.
Passali,T., Tsoumakas, G. 2024. Topic-Controllable Summarization: Topic-Aware Evaluation and Transformer Methods. In Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024), pages 16282–16292, Torino, Italia. ELRA and ICCL.
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.
Dimitriadis, D., Tsoumakas, G. (2023) Enhancing Yes/No Question Answering with Weak Supervision via Extractive Question Answering, Applied Intelligence 53(22), 2023.
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