| Unsupervised learning of a finite mixture model based on the Dirichlet distribution and its application N Bouguila, D Ziou, J Vaillancourt IEEE Transactions on Image Processing 13 (11), 1533-1543, 2004 | 246 | 2004 |
| Stochastic mckean-vlasov equations D Dawson, J Vaillancourt Nonlinear Differential Equations and Applications NoDEA 2 (2), 199-229, 1995 | 138 | 1995 |
| Road vectors update using SAR imagery: a snake-based method L Bentabet, S Jodouin, D Ziou, J Vaillancourt IEEE Transactions on Geoscience and Remote Sensing 41 (8), 1785-1803, 2003 | 97 | 2003 |
| Equilibria and quasiequilibria for infinite collections of interacting Fleming-Viot processes DA Dawson, A Greven, J Vaillancourt Transactions of the American Mathematical Society 347 (7), 2277-2360, 1995 | 87 | 1995 |
| Novel mixtures based on the Dirichlet distribution: application to data and image classification N Bouguila, D Ziou, J Vaillancourt International Workshop on Machine Learning and Data Mining in Pattern …, 2003 | 71 | 2003 |
| Stochastic partial differential equations for a class of interacting measure-valued diffusions DA Dawson, J Vaillancourt, H Wang Annales de l'Institut Henri Poincare (B) Probability and Statistics 36 (2 …, 2000 | 43 | 2000 |
| On the existence of random McKean–Vlasov limits for triangular arrays of exchangeable diffusions J Vaillancourt Stochastic Analysis and Applications 6 (4), 431-446, 1988 | 40 | 1988 |
| Similarity measures for efficient content-based image retrieval R Missaoui, M Sarifuddin, J Vaillancourt IEE Proceedings-Vision, Image and Signal Processing 152 (6), 875-887, 2005 | 39 | 2005 |
| Interacting Fleming-Viot processes J Vaillancourt Stochastic processes and their applications 36 (1), 45-57, 1990 | 22 | 1990 |
| Generalized pattern extraction from concept lattices L Kwuida, R Missaoui, A Balamane, J Vaillancourt Annals of Mathematics and Artificial Intelligence 72 (1), 151-168, 2014 | 18 | 2014 |
| Predicting a social network structure once a node is deleted E Negre, R Missaoui, J Vaillancourt 2011 International Conference on Advances in Social Networks Analysis and …, 2011 | 17 | 2011 |
| Restrictions on Concept Lattices for Pattern Management. L Kwuida, R Missaoui, BB Amor, L Boumedjout, J Vaillancourt CLA 672, 235-246, 2010 | 16 | 2010 |
| Estimation of multi-modal histogram's pdf using a mixture model E Aitnouri, S Wang, D Ziou, J Vaillancourt, L Gagnon Neural Parallel Sci. Comput. 7 (1), 103-118, 1999 | 16 | 1999 |
| Social network restructuring after a node removal R Missaoui, E Negre, D Anggraini, J Vaillancourt International journal of Web engineering and technology 8 (1), 4-26, 2013 | 13 | 2013 |
| Identifying influential nodes in two-mode data networks using formal concept analysis MH Ibrahim, R Missaoui, J Vaillancourt IEEE Access 9, 159549-159565, 2021 | 12 | 2021 |
| Cross-face centrality: A new measure for identifying key nodes in networks based on formal concept analysis MH Ibrahim, R Missaoui, J Vaillancourt IEEE Access 8, 206901-206913, 2020 | 12 | 2020 |
| Spatial database updating using active contours for multispectral images: application with Landsat 7 S Jodouin, L Bentabet, D Ziou, J Vaillancourt, C Armenakis ISPRS journal of photogrammetry and remote sensing 57 (5-6), 346-355, 2003 | 12 | 2003 |
| Depth from defocus using the hermite transform D Zion, S Wang, J Vaillancourt Proceedings 1998 International Conference on Image Processing. ICIP98 (Cat …, 1998 | 12 | 1998 |
| An effective approach towards content-based image retrieval R Missaoui, M Sarifuddin, J Vaillancourt International Conference on Image and Video Retrieval, 335-343, 2004 | 11 | 2004 |
| Statistical methods for data mining and knowledge discovery J Vaillancourt International Conference on Formal Concept Analysis, 51-60, 2010 | 9 | 2010 |
Rokia MissaouiProfessor of Computer Science, University of Quebec in Outaouais (UQO)Verified email at uqo.ca
