| FACE: feasible and actionable counterfactual explanations R Poyiadzi, K Sokol, R Santos-Rodriguez, T De Bie, P Flach Proceedings of the AAAI/ACM Conference on AI, Ethics, and Society, 344-350, 2020 | 285 | 2020 |
| Automatic chord estimation from audio: a review of the state of the art M McVicar, R Santos-Rodríguez, Y Ni, T De Bie IEEE/ACM Transactions on Audio, Speech and Language Processing (TASLP) 22 (2 …, 2014 | 108 | 2014 |
| N2D: (Not Too) Deep Clustering via Clustering the Local Manifold of an Autoencoded Embedding R McConville, R Santos-Rodriguez, R Piechocki, I Craddock IEEE International Conference on Pattern Recognition, 2021 | 98 | 2021 |
| An end-to-end machine learning system for harmonic analysis of music Y Ni, M McVicar, R Santos-Rodriguez, T De Bie IEEE Transactions on Audio, Speech, and Language Processing 20 (6), 1771-1783, 2012 | 95 | 2012 |
| Hit song science once again a science Y Ni, R Santos-Rodriguez, M Mcvicar, T De Bie 4th International Workshop on Machine Learning and Music, 2011 | 79 | 2011 |
| Towards a decision support tool for intensive care discharge: machine learning algorithm development using electronic healthcare data from MIMIC-III and Bristol, UK CJ McWilliams, DJ Lawson, R Santos-Rodriguez, ID Gilchrist, ... BMJ open 9 (3), e025925, 2019 | 75 | 2019 |
| Understanding effects of subjectivity in measuring chord estimation accuracy Y Ni, M McVicar, R Santos-Rodriguez, T De Bie IEEE Transactions on Audio, Speech, and Language Processing 21 (12), 2607-2615, 2013 | 57 | 2013 |
| Human activity recognition based on dynamic active learning H Bi, M Perello-Nieto, R Santos-Rodriguez, P Flach IEEE Journal of Biomedical and Health Informatics 25 (4), 922-934, 2020 | 45 | 2020 |
| Cost-sensitive classification based on Bregman divergences for medical diagnosis R Santos-Rodríguez, D García-García, J Cid-Sueiro 2009 International Conference on Machine Learning and Applications, 551-556, 2009 | 40 | 2009 |
| bLIMEy: surrogate prediction explanations beyond LIME K Sokol, A Hepburn, R Santos-Rodriguez, P Flach arXiv preprint arXiv:1910.13016, 2019 | 36 | 2019 |
| Residential wearable RSSI and accelerometer measurements with detailed location annotations D Byrne, M Kozlowski, R Santos-Rodriguez, R Piechocki, I Craddock Scientific data 5 (1), 1-14, 2018 | 35 | 2018 |
| FAT Forensics: A Python toolbox for algorithmic fairness, accountability and transparency K Sokol, R Santos-Rodriguez, P Flach Software Impacts, 100406, 2022 | 33 | 2022 |
| On-Board Feature Extraction from Acceleration Data for Activity Recognition A Elsts, R McConville, X Fafoutis, N Twomey, RJ Piechocki, ... EWSN, 163-168, 2018 | 33 | 2018 |
| Classifier calibration: a survey on how to assess and improve predicted class probabilities T Silva Filho, H Song, M Perello-Nieto, R Santos-Rodriguez, M Kull, ... Machine Learning, 1-50, 2023 | 30* | 2023 |
| Conditional t-SNE: more informative t-SNE embeddings B Kang, DG García, J Lijffijt, R Santos-Rodríguez, T De Bie Machine Learning, 1-36, 2021 | 26* | 2021 |
| FAT forensics: a python toolbox for implementing and deploying fairness, accountability and transparency algorithms in predictive systems K Sokol, A Hepburn, R Poyiadzi, M Clifford, R Santos-Rodriguez, P Flach Journal of Open Source Software 5 (49), 1904, 2020 | 26 | 2020 |
| Consistency of losses for learning from weak labels J Cid-Sueiro, D García-García, R Santos-Rodríguez Machine Learning and Knowledge Discovery in Databases: European Conference …, 2014 | 26 | 2014 |
| Sphere in a box: Practical and scalable eurvalve activity monitoring smart home kit J Pope, R McConville, M Kozlowski, X Fafoutis, R Santos-Rodriguez, ... 2017 IEEE 42nd Conference on Local Computer Networks Workshops (LCN …, 2017 | 25 | 2017 |
| Cost-sensitive learning based on Bregman divergences R Santos-Rodriguez, A Guerrero-Curieses, R Alaiz-Rodríguez, ... Machine Learning 76, 271-285, 2009 | 25 | 2009 |
| Using online chord databases to enhance chord recognition M McVicar, Y Ni, R Santos-Rodriguez, T De Bie Journal of New Music Research 40 (2), 139-152, 2011 | 22* | 2011 |
Tijl De BieFull Professor, Ghent UniversityVerified email at ugent.be
