School of Informatics AUTh
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.
A. Nentidis, A. Krithara, G. Tsoumakas, G. Paliouras (2020) Beyond MeSH: Fine-Grained Semantic Indexing of Biomedical Literature based on Weak Supervision, Information Processing and Management 57, 102282.
A. Lagopoulos, G. Tsoumakas (2020) Content-Aware Web Robot Detection, Applied Intelligence, Springer
I. Mollas, N. Bassiliades, G. Tsoumakas, “LioNets: Local Interpretation of Neural Networks through Penultimate Layer Decoding”, presented at AIMLAI-XKDD Workshop of ECML-PKDD Conference, Würzburg, Germany, 16-20 September 2019.
Bin Liu, Grigorios Tsoumakas, (2019) Synthetic Oversampling of Multi-Label Data based on Local Label Distribution: Supplementary Material, ECML-PKDD
D. Dimitriadis, G. Tsoumakas (2019) Word embeddings and external resources for answer processing in biomedical factoid question answering, Journal of biomedical informatics, 92, 103118.
