| 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 | 188 | 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 | 29 | 2019 |
| 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 | 20 | 2014 |
| Global Multi-output Decision Trees for Interaction Prediction K Pliakos, P Geurts, C Vens Machine Learning, 2018 | 17 | 2018 |
| 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, 2019 | 15 | 2019 |
| Mining features for biomedical data using clustering tree ensembles K Pliakos, C Vens Journal of biomedical informatics 85, 40-48, 2018 | 11 | 2018 |
| Drug-target interaction prediction with tree-ensemble learning and output space reconstruction K Pliakos, C Vens BMC bioinformatics 21 (1), 49, 2020 | 9 | 2020 |
| 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 |
| PLSA DRIVEN IMAGE ANNOTATION, CLASSIFICATION, AND TOURISM RECOMMENDATION K Pliakos, C Kotropoulos Image Processing (ICIP), 2014 IEEE International Conference on, 3003-3007, 2014 | 9 | 2014 |
| Weight estimation in hypergraph learning K Pliakos, C Kotropoulos 2015 IEEE International Conference on Acoustics, Speech and Signal …, 2015 | 8 | 2015 |
| Simultaneous image clustering, classification and annotation for tourism recommendation K Pliakos, C Kotropoulos Hellenic Conference on Artificial Intelligence, 630-640, 2014 | 8 | 2014 |
| Network inference with ensembles of bi-clustering trees K Pliakos, C Vens Bmc Bioinformatics 20, 525, 2019 | 6 | 2019 |
| Image tag recommendation based on novel tensor structures and their decompositions P Barmpoutis, C Kotropoulos, K Pliakos 2015 9th International Symposium on Image and Signal Processing and Analysis …, 2015 | 6 | 2015 |
| Building an image annotation and tourism recommender system K Pliakos, C Kotropoulos International Journal on Artificial Intelligence Tools 24 (05), 1540021, 2015 | 4 | 2015 |
| Network representation with clustering tree features K Pliakos, C Vens Journal of Intelligent Information Systems 51 (2), 341-365, 2018 | 3 | 2018 |
| Feature Induction and Network Mining with Clustering Tree Ensembles K Pliakos, C Vens Lecture Notes in Computer Science 10312, 3-18, 2017 | 3 | 2017 |
| Adaptive algorithms for hypergraph learning A Chasapi, C Kotropoulos, K Pliakos 2016 IEEE International Conference on Acoustics, Speech and Signal …, 2016 | 3 | 2016 |
| Multi-stakeholder news recommendation using hypergraph learning A Gharahighehi, C Vens, K Pliakos Proceedings of the 8th international workshop on news recommendation and …, 2020 | 2 | 2020 |
| Mining biomedical networks exploiting structure and background information K Pliakos | 2 | 2019 |
| Feature Induction based on Extremely Randomized Tree Paths K Pliakos, C Vens New Frontiers in Mining Complex Patterns, 2016 | 2 | 2016 |
Celine Vensassociate professor, Katholieke Universiteit LeuvenVerified email at kuleuven.be
