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Alexios Gidiotis, and Grigorios Tsoumakas. "Should We Trust This Summary? Bayesian Abstractive Summarization to The Rescue". Findings of the Association for Computational Linguistics: ACL 2022. Association for Computational Linguistics. 2022.
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A. Bardos, I. Mollas, N. Bassiliades, G. Tsoumakas, "Local Explanation of Dimensionality Reduction", 12th Hellenic Conference on Artificial Intelligence (SETN 2022), Sep 7-9, 2022, Corfu, Greece. ACM, New York, NY, USA, Article 29, 1–9.
I. Mollas, N. Bassiliades, G. Tsoumakas, "Altruist: Argumentative Explanations through Local Interpretations of Predictive Models", 12th Hellenic Conference on Artificial Intelligence (SETN 2022), Sep 7-9, 2022, Corfu, Greece. ACM, New York, NY, USA, Article 21, 1–10.
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Ioannis Mollas, Nick Bassiliades, & Grigorios Tsoumakas, Conclusive local interpretation rules for random forests. Data Mining and Knowledge Discovery, Vol. 36, pp. 1521-1574, 2022.
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I. Mollas, N. Bassiliades, G. Tsoumakas, LioNets: a neural-specific local interpretation technique exploiting penultimate layer information. Applied Intelligence, Vol. 53, pp. 2538-2563, 2023.
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Koidaki Fotini, Despina Christou, Aikaterini Tiktopoulou, and Grigorios Tsoumakas. The concept of nation in nineteenth-century Greek fiction through computational literary analysis. Proceedings of the NLP4DH 2021 Workshop on Natural Language Processing for Digital Humanities. 2021
Christou, Despina, and Grigorios Tsoumakas. "Extracting Semantic Relationships in Greek Literary Texts." Sustainability 13.16 (2021): 9391.
Christou, Despina, and Grigorios Tsoumakas. "Improving Distantly-Supervised Relation Extraction Through BERT-Based Label and Instance Embeddings." IEEE Access 9 (2021): 62574-62582.
Liu Bin, Konstantinos Blekas, and Grigorios Tsoumakas. "Multi-label sampling based on local label imbalance." Pattern Recognition 122 (2022): 108294.
Liu, Bin, Pliakos, Konstantinos, Vens, Celine, and Tsoumakas, Grigorios "Drug-target interaction prediction via an ensemble of weighted nearest neighbors with interaction recovery." Applied Intelligence (2021): 1-23.
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