| Parsimonious reduction of Gaussian mixture models with a variational-Bayes approach P Bruneau, M Gelgon, F Picarougne Pattern Recognition 43 (3), 850-858, 2010 | 53 | 2010 |
| Cluster sculptor, an interactive visual clustering system P Bruneau, P Pinheiro, B Broeksema, B Otjacques Neurocomputing 150, 627-644, 2015 | 36 | 2015 |
| The CAMOMILE collaborative annotation platform for multi-modal, multi-lingual and multi-media documents J Poignant, M Budnik, H Bredin, C Barras, M Stefas, P Bruneau, G Adda, ... LREC 2016 Conference, 2016 | 22 | 2016 |
| Interactive unsupervised classification and visualization for browsing an image collection P Bruneau, F Picarougne, M Gelgon Pattern Recognition 43 (2), 485-493, 2010 | 16 | 2010 |
| Aggregation of probabilistic PCA mixtures with a variational-bayes technique over parameters P Bruneau, M Gelgon, F Picarougne 2010 20th International Conference on Pattern Recognition, 702-705, 2010 | 14 | 2010 |
| Parameter-based reduction of Gaussian mixture models with a variational-Bayes approach P Bruneau, M Gelgon, F Picarougne 2008 19th International Conference on Pattern Recognition, 1-4, 2008 | 14 | 2008 |
| A low-cost variational-Bayes technique for merging mixtures of probabilistic principal component analyzers P Bruneau, M Gelgon, F Picarougne Information Fusion 14 (3), 268-280, 2013 | 13 | 2013 |
| An interactive, example-based, visual clustering system P Bruneau, B Otjacques 2013 17th International Conference on Information Visualisation, 168-173, 2013 | 11 | 2013 |
| A heuristic for the automatic parametrization of the spectral clustering algorithm P Bruneau, O Parisot, B Otjacques 2014 22nd International Conference on Pattern Recognition, 1313-1318, 2014 | 10 | 2014 |
| Geo-temporal structuring of a personal image database with two-level variational-Bayes mixture estimation P Bruneau, A Pigeau, M Gelgon, F Picarougne Adaptive Multimedia Retrieval. Identifying, Summarizing, and Recommending …, 2010 | 10 | 2010 |
| User-driven data preprocessing for decision support O Parisot, P Bruneau, Y Didry, T Tamisier Cooperative Design, Visualization, and Engineering: 10th International …, 2013 | 8 | 2013 |
| Active learning with crowdsourcing for the cold start of imbalanced classifiers E Brangbour, P Bruneau, T Tamisier, S Marchand-Maillet Cooperative Design, Visualization, and Engineering: 17th International …, 2020 | 6 | 2020 |
| Data-driven forecasting of solar irradiance P Bruneau, P Pinheiro, Y Didry arXiv preprint arXiv:1801.03373, 2018 | 6 | 2018 |
| Parsimonious variational-Bayes mixture aggregation with a Poisson prior P Bruneau, M Gelgon, F Picarougne 2009 17th European Signal Processing Conference, 1499-1503, 2009 | 6 | 2009 |
| Measuring the impact of natural hazards with citizen science: The case of flooded area estimation using Twitter P Bruneau, E Brangbour, S Marchand-Maillet, R Hostache, M Chini, ... Remote Sensing 13 (6), 1153, 2021 | 5 | 2021 |
| Data visualization using decision trees and clustering O Parisot, Y Didry, P Bruneau, B Otjacques 2014 International Conference on Information Visualization Theory and …, 2014 | 5 | 2014 |
| Extracting localized information from a Twitter corpus for flood prevention E Brangbour, P Bruneau, S Marchand-Maillet, R Hostache, P Matgen, ... arXiv preprint arXiv:1903.04748, 2019 | 4 | 2019 |
| Extracting Flood Maps from Social Media for Assimilation. E Brangbour, P Bruneau, S Marchand-Maillet eScience, 272-273, 2018 | 4 | 2018 |
| On the visualization of high-dimensional data P Bruneau | 4 | 2013 |
| Computing flood probabilities using Twitter: application to the Houston urban area during Harvey E Brangbour, P Bruneau, S Marchand-Maillet, R Hostache, M Chini, ... arXiv preprint arXiv:2012.03731, 2020 | 3 | 2020 |
