Grigorios Tsoumakas
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
34
Venues
22
Active years
2002–2026
Best venue rank
A*
Where they publish
Papers
34 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | ECIR | BioASQ at CLEF2026: The Fourteenth Edition of the Large-Scale Biomedical Semantic Indexing and Question Answering Challenge. | Anastasios Nentidis, Georgios Katsimpras, Anastasia Krithara, Martin Krallinger, Miguel Rodrguez-Ortega, Eduard Rodriguez-Lpez, Natalia V. Loukachevitch, Igor Rozhkov, Elena Tutubalina, Grigorios Tsoumakas, George Giannakoulas, Dimitris Dimitriadis, Alexandra Bekiaridou, Athanasios Samaras, Vasiliki Patsiou, Giorgio Maria Di Nunzio, Nicola Ferro, Stefano Marchesin, Marco Martinelli, Gianmaria Silvello, Georgios Paliouras |
| 2025 | AAAI | Batch Selection for Multi-Label Classification Guided by Uncertainty and Dynamic Label Correlations. | Ao Zhou, Bin Liu, Jin Wang, Grigorios Tsoumakas |
| 2025 | ECIR | BioASQ at CLEF2025: The Thirteenth Edition of the Large-Scale Biomedical Semantic Indexing and Question Answering Challenge. | Anastasios Nentidis, Georgios Katsimpras, Anastasia Krithara, Martin Krallinger, Miguel Rodrguez-Ortega, Natalia V. Loukachevitch, Andrey Sakhovskiy, Elena Tutubalina, Grigorios Tsoumakas, George Giannakoulas, Alexandra Bekiaridou, Athanasios Samaras, Giorgio Maria Di Nunzio, Nicola Ferro, Stefano Marchesin, Laura Menotti, Gianmaria Silvello, Georgios Paliouras |
| 2024 | COLING | Topic-Controllable Summarization: Topic-Aware Evaluation and Transformer Methods. | Tatiana Passali, Grigorios Tsoumakas |
| 2024 | ECAI | Zero-Shot Relabeling of Weak Labels for Fine-Grained Semantic Indexing of Biomedical Literature. | Anastasios Nentidis, Anastasia Krithara, Grigorios Tsoumakas, Georgios Paliouras |
| 2023 | CBMS | Beyond Annual Revisions: A Multi-Label Concept Drift Analysis of MeSH. | Nikolaos Mylonas, Ioannis Mollas, Grigorios Tsoumakas |
| 2023 | DSAA | Text classification is keyphrase explainable! Exploring local interpretability of transformer models with keyphrase extraction. | Dimitrios Akrivousis, Nikolaos Mylonas, Ioannis Mollas, Grigorios Tsoumakas |
| 2022 | ACL | Should We Trust This Summary? Bayesian Abstractive Summarization to The Rescue. | Alexios Gidiotis, Grigorios Tsoumakas |
| 2022 | LREC | LARD: Large-scale Artificial Disfluency Generation. | Tatiana Passali, Thanassis Mavropoulos, Grigorios Tsoumakas, Georgios Meditskos, Stefanos Vrochidis |
| 2021 | AIME | A Multi-instance Multi-label Weakly Supervised Approach for Dealing with Emerging MeSH Descriptors. | Nikolaos Mylonas, Stamatis Karlos, Grigorios Tsoumakas |
| 2021 | IJCAI | VisioRed: A Visualisation Tool for Interpretable Predictive Maintenance. | Spyridon Paraschos, Ioannis Mollas, Nick Bassiliades, Grigorios Tsoumakas |
| 2020 | ECAI | LionForests: local interpretation of random forests. | Ioannis Mollas, Nick Bassiliades, Ioannis P. Vlahavas, Grigorios Tsoumakas |
| 2020 | EMNLP | AUTH @ CLSciSumm 20, LaySumm 20, LongSumm 20. | Alexios Gidiotis, Stefanos Stefanidis, Grigorios Tsoumakas |
| 2019 | CBMS | Beyond MeSH: Fine-Grained Semantic Indexing of Biomedical Literature Based on Weak Supervision. | Anastasios Nentidis, Anastasia Krithara, Grigorios Tsoumakas, Georgios Paliouras |
| 2019 | CICLING | Unsupervised Keyphrase Extraction from Scientific Publications. | Eirini Papagiannopoulou, Grigorios Tsoumakas |
| 2018 | ACML | Making Classifier Chains Resilient to Class Imbalance. | Bin Liu, Grigorios Tsoumakas |
| 2018 | DaWaK | Subset Labeled LDA: A Topic Model for Extreme Multi-label Classification. | Yannis Papanikolaou, Grigorios Tsoumakas |
| 2018 | IJCAI | Hatebusters: A Web Application for Actively Reporting YouTube Hate Speech. | Antonios Anagnostou, Ioannis Mollas, Grigorios Tsoumakas |
| 2018 | ICTAI | Web Robot Detection: A Semantic Approach. | Athanasios Lagopoulos, Grigorios Tsoumakas, Georgios Papadopoulos |
| 2017 | CBMS | Multi-label Modality Classification for Figures in Biomedical Literature. | Athanasios Lagopoulos, Anestis Fachantidis, Grigorios Tsoumakas |
| 2015 | KDD | Discovering and Exploiting Deterministic Label Relationships in Multi-Label Learning. | Christina Papagiannopoulou, Grigorios Tsoumakas, Ioannis Tsamardinos |
| 2014 | WISE | WISE 2014 Challenge: Multi-label Classification of Print Media Articles to Topics. | Grigorios Tsoumakas, Apostolos Papadopoulos, Weining Qian, Stavros Vologiannidis, Alexander D'yakonov, Antti Puurula, Jesse Read, Jan Svec, Stanislav Semenov |
| 2011 | IJCAI | Dealing with Concept Drift and Class Imbalance in Multi-Label Stream Classification. | Eleftherios Spyromitros Xioufis, Myra Spiliopoulou, Grigorios Tsoumakas, Ioannis P. Vlahavas |
| 2011 | ISMIS | Multi-label Learning Approaches for Music Instrument Recognition. | Eleftherios Spyromitros Xioufis, Grigorios Tsoumakas, Ioannis P. Vlahavas |
| 2010 | ICDM | A Triple-Random Ensemble Classification Method for Mining Multi-label Data. | Gulisong Nasierding, Abbas Z. Kouzani, Grigorios Tsoumakas |
| 2010 | ICTAI | Obtaining Bipartitions from Score Vectors for Multi-Label Classification. | Marios Ioannou, George Sakkas, Grigorios Tsoumakas, Ioannis P. Vlahavas |
| 2010 | ICTAI | Instance-Based Ensemble Pruning via Multi-Label Classification. | Fotini Markatopoulou, Grigorios Tsoumakas, Ioannis P. Vlahavas |
| 2009 | CBMI | An Empirical Study of Multi-label Learning Methods for Video Annotation. | Anastasios Dimou, Grigorios Tsoumakas, Vasileios Mezaris, Ioannis Kompatsiaris, Ioannis P. Vlahavas |
| 2009 | SMC | Clustering Based Multi-Label Classification for Image Annotation and Retrieval. | Gulisong Nasierding, Grigorios Tsoumakas, Abbas Z. Kouzani |
| 2008 | ECAI | An Ensemble of Classifiers for coping with Recurring Contexts in Data Streams. | Ioannis Katakis, Grigorios Tsoumakas, Ioannis P. Vlahavas |
| 2008 | ECAI | Focused Ensemble Selection: A Diversity-Based Method for Greedy Ensemble Selection. | Ioannis Partalas, Grigorios Tsoumakas, Ioannis P. Vlahavas |
| 2006 | AICCSA | Software Defect Prediction Using Regression via Classification. | Stamatia Bibi, Grigorios Tsoumakas, Ioannis Stamelos, Ioannis P. Vlahavas |
| 2004 | ECAI | Lazy Adaptive Multicriteria Planning. | Grigorios Tsoumakas, Dimitris Vrakas, Nick Bassiliades, Ioannis P. Vlahavas |
| 2002 | ECAI | Effective Stacking of Distributed Classifiers. | Grigorios Tsoumakas, Ioannis P. Vlahavas |