| Making sense of big data in health research: towards an EU action plan C Auffray, R Balling, I Barroso, L Bencze, M Benson, J Bergeron, ... Genome medicine 8 (1), 118, 2016 | 358 | 2016 |
| Integrating machine learning into item response theory for addressing the cold start problem in adaptive learning systems K Pliakos, SH Joo, JY Park, F Cornillie, C Vens, W Van den Noortgate Computers & Education 137, 91-103, 2019 | 148 | 2019 |
| Drug-target interaction prediction with tree-ensemble learning and output space reconstruction K Pliakos, C Vens BMC bioinformatics 21, 1-11, 2020 | 82 | 2020 |
| Predicting drug-target interactions with multi-label classification and label partitioning K Pliakos, C Vens, G Tsoumakas IEEE/ACM transactions on computational biology and bioinformatics 18 (4 …, 2019 | 57 | 2019 |
| Fair multi-stakeholder news recommender system with hypergraph ranking A Gharahighehi, C Vens, K Pliakos Information Processing & Management 58 (5), 102663, 2021 | 53 | 2021 |
| Global Multi-output Decision Trees for Interaction Prediction K Pliakos, P Geurts, C Vens Machine Learning, 2018 | 38 | 2018 |
| Drug-target interaction prediction via an ensemble of weighted nearest neighbors with interaction recovery B Liu, K Pliakos, C Vens, G Tsoumakas Applied Intelligence, 1-23, 2022 | 32 | 2022 |
| Simultaneous image tagging and geo-location prediction within hypergraph ranking framework K Pliakos, C Kotropoulos 2014 IEEE International Conference on Acoustics, Speech and Signal …, 2014 | 27 | 2014 |
| Recommender systems in the real estate market—a survey A Gharahighehi, K Pliakos, C Vens Applied Sciences 11 (16), 7502, 2021 | 26 | 2021 |
| Deep tree-ensembles for multi-output prediction FK Nakano, K Pliakos, C Vens Pattern Recognition 121, 108211, 2022 | 23 | 2022 |
| Network inference with ensembles of bi-clustering trees K Pliakos, C Vens Bmc Bioinformatics 20, 525, 2019 | 18 | 2019 |
| Mining features for biomedical data using clustering tree ensembles K Pliakos, C Vens Journal of biomedical informatics 85, 40-48, 2018 | 14 | 2018 |
| Multi-stakeholder news recommendation using hypergraph learning A Gharahighehi, C Vens, K Pliakos ECML PKDD 2020 Workshops: Workshops of the European Conference on Machine …, 2020 | 13 | 2020 |
| PLSA DRIVEN IMAGE ANNOTATION, CLASSIFICATION, AND TOURISM RECOMMENDATION K Pliakos, C Kotropoulos Image Processing (ICIP), 2014 IEEE International Conference on, 3003-3007, 2014 | 13 | 2014 |
| Building an image annotation and tourism recommender system K Pliakos, C Kotropoulos International Journal on Artificial Intelligence Tools 24 (05), 1540021, 2015 | 12 | 2015 |
| Addressing the Cold-start problem in collaborative filtering through positive-unlabeled learning and multi-target prediction A Gharahighehi, K Pliakos, C Vens IEEE Access 10, 117189-117198, 2022 | 10 | 2022 |
| Weight estimation in hypergraph learning K Pliakos, C Kotropoulos 2015 IEEE International Conference on Acoustics, Speech and Signal …, 2015 | 10 | 2015 |
| Personalized and geo-referenced image recommendation using unified hypergraph learning and group sparsity optimization K Pliakos, C Kotropoulos 2014 6th International Symposium on Communications, Control and Signal …, 2014 | 9 | 2014 |
| Simultaneous image clustering, classification and annotation for tourism recommendation K Pliakos, C Kotropoulos Artificial Intelligence: Methods and Applications: 8th Hellenic Conference …, 2014 | 9 | 2014 |
| Comparing the prediction performance of item response theory and machine learning methods on item responses for educational assessments JY Park, K Dedja, K Pliakos, J Kim, S Joo, F Cornillie, C Vens, ... Behavior Research Methods 55 (4), 2109-2124, 2023 | 8 | 2023 |
Celine Vensprofessor, Katholieke Universiteit LeuvenVerified email at kuleuven.be
