School of Informatics AUTh
Vasileios Barzokas, Eirini Papagiannopoulou, Grigorios Tsoumakas (2020), Studying the Evolution of Greek Words via Word Embeddings, 11th Hellenic Conference on Artificial Intelligence
Eirini Papagiannopoulou and Grigorios Tsoumakas (2020), A Review of Keyphrase Extraction, Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, 10(2), e1339
A.Gidiotis, S. Stefanidis, G. Tsoumakas (2020) AUTH @ CLSciSumm 20, LaySumm 20, LongSumm 20, 2020 Conference on Empirical Methods in Natural Language Processing
A.Gidiotis, G. Tsoumakas (2020) A Divide-and-Conquer Approach to the Summarization of Long Documents, IEEE Transactions on Audio, Speech and Language Processing
A.Gidiotis, G. Tsoumakas (2019) Structured Summarization of Academic Publications, 2019 Joint European Conference on Machine Learning and Knowledge Discovery in Databases
B. Liu, K. Pliakos, C. Vens, G. Tsoumakas. (2020) Local Imbalance based Ensemble for Predicting Interactions between Novel Drugs and Targets. Machine Learning for Pharma and Healthcare Applications Workshop (PharML 2020)
B. Liu, G. Tsoumakas. Dealing with Class Imbalance in Classifier Chains via Random Undersampling. Knowledge-Based Systems 192 (2020): 105292.
B. Liu, G. Tsoumakas, (2019) Synthetic Oversampling of Multi-label Data Based on Local Label Distribution, 2019 Joint European Conference on Machine Learning and Knowledge Discovery in Databases (ECML PKDD 2019), Würzburg, Germany.
Nikolaos Mylonas, Stamatis Karlos, and Grigorios Tsoumakas. 2020. Zero- Shot Classification of Biomedical Articles with Emerging MeSH Descriptors. In 11th Hellenic Conference on Artificial Intelligence (SETN 2020), September 2–4, 2020, Athens, Greece. ACM, New York, NY, USA, 10 pages. https://doi. org/10.1145/3411408.3411414
I. Mollas, N. Bassiliades, I. Vlahavas, G. Tsoumakas, “LionForests: local interpretation of random forests”, presented at First International Workshop on New Foundations for Human-Centered AI (NeHuAI 2020) of 24th European Conference on Artificial Intelligence (ECAI 2020), Santiago de Compostella, Spain, 4 September 2020.
