School of Informatics AUTh
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.
A. Nentidis, A. Krithara, G. Tsoumakas, G. Paliouras (2019) Beyond MeSH: Fine-Grained Semantic Indexing of Biomedical Literature based on Weak Supervision, 32th IEEE CBMS International Symposium on Computer-Based Medical Systems
A. Lagopoulos, G. Tsoumakas, G. Papadopoulos (2018) Web Robot Detection: A Semantic Approach, 30th International Conference on Tools with Artificial Intelligence (ICTAI 2018)
B. Liu, G. Tsoumakas (2018) Making Classifier Chains Resilient to Class Imbalance, 10th Asian Conference on Machine Learning
Papanikolaou, Y., Tsoumakas, G. (2018) Subset Labeled LDA: A Topic Model for Extreme Multi-Label Classification, In Proceedings of the 20th International Conference on Big Data Analytics and Knowledge Discovery (DaWaK 2018), Regensburg, Germany, September 3-6, 2018.
A. Minas, A. Lagopoulos, G. Tsoumakas (2018) Aristotle University's Approach to the Technologically Assisted Reviews in Empirical Medicine Task of the 2018 CLEF eHealth Lab, eHealth Lab of the 9th Conference and Labs of the Evaluation Forum (CLEF 2018)