| Fast density peak clustering for large scale data based on kNN Y Chen, X Hu, W Fan, L Shen, Z Zhang, X Liu, J Du, H Li, Y Chen, H Li Knowledge-Based Systems 187, 104824, 2020 | 254 | 2020 |
| Variational learning for finite Dirichlet mixture models and applications W Fan, N Bouguila, D Ziou IEEE transactions on neural networks and learning systems 23 (5), 762-774, 2012 | 160 | 2012 |
| Mixture models and applications N Bouguila, W Fan Springer, 2020 | 96 | 2020 |
| Unsupervised anomaly intrusion detection via localized bayesian feature selection W Fan, N Bouguila, D Ziou 2011 IEEE 11th International Conference on Data Mining, 1032-1037, 2011 | 80 | 2011 |
| Self-attention in reconstruction bias U-Net for semantic segmentation of building rooftops in optical remote sensing images Z Chen, D Li, W Fan, H Guan, C Wang, J Li Remote sensing 13 (13), 2524, 2021 | 76 | 2021 |
| Variational learning of a Dirichlet process of generalized Dirichlet distributions for simultaneous clustering and feature selection W Fan, N Bouguila Pattern Recognition 46 (10), 2754-2769, 2013 | 75 | 2013 |
| Unsupervised grouped axial data modeling via hierarchical Bayesian nonparametric models with Watson distributions W Fan, L Yang, N Bouguila IEEE Transactions on Pattern Analysis and Machine Intelligence 44 (12), 9654 …, 2021 | 73 | 2021 |
| A novel statistical approach for clustering positive data based on finite inverted Beta-Liouville mixture models C Hu, W Fan, JX Du, N Bouguila Neurocomputing 333, 110-123, 2019 | 69 | 2019 |
| Online learning of a dirichlet process mixture of beta-liouville distributions via variational inference W Fan, N Bouguila IEEE transactions on neural networks and learning systems 24 (11), 1850-1862, 2013 | 69 | 2013 |
| Unsupervised hybrid feature extraction selection for high-dimensional non-gaussian data clustering with variational inference W Fan, N Bouguila, D Ziou IEEE Transactions on Knowledge and Data Engineering 25 (7), 1670-1685, 2012 | 68 | 2012 |
| Learning Finite Beta-Liouville Mixture Models via Variational Bayes for Proportional Data Clustering. W Fan, N Bouguila IJCAI, 1323-1329, 2013 | 56 | 2013 |
| Adaboost-like End-to-End multiple lightweight U-nets for road extraction from optical remote sensing images Z Chen, C Wang, J Li, W Fan, J Du, B Zhong International Journal of Applied Earth Observation and Geoinformation 100 …, 2021 | 53 | 2021 |
| Online learning of hierarchical Pitman–Yor process mixture of generalized Dirichlet distributions with feature selection W Fan, H Sallay, N Bouguila IEEE transactions on neural networks and learning systems 28 (9), 2048-2061, 2016 | 53 | 2016 |
| Clustering analysis via deep generative models with mixture models L Yang, W Fan, N Bouguila IEEE Transactions on Neural Networks and Learning Systems 33 (1), 340-350, 2020 | 46 | 2020 |
| Corse-to-fine road extraction based on local Dirichlet mixture models and multiscale-high-order deep learning Z Chen, W Fan, B Zhong, J Li, J Du, C Wang IEEE Transactions on Intelligent Transportation Systems 21 (10), 4283-4293, 2019 | 39 | 2019 |
| Axially symmetric data clustering through Dirichlet process mixture models of Watson distributions W Fan, N Bouguila, JX Du, X Liu IEEE transactions on neural networks and learning systems 30 (6), 1683-1694, 2018 | 36 | 2018 |
| Variational learning of finite Dirichlet mixture models using component splitting W Fan, N Bouguila, D Ziou Neurocomputing 129, 3-16, 2014 | 31 | 2014 |
| Efficient cross-modal retrieval via flexible supervised collective matrix factorization hashing X Liu, A Li, JX Du, SJ Peng, W Fan Multimedia Tools and Applications 77, 28665-28683, 2018 | 30 | 2018 |
| Deep clustering analysis via dual variational autoencoder with spherical latent embeddings L Yang, W Fan, N Bouguila IEEE Transactions on Neural Networks and Learning Systems 34 (9), 6303-6312, 2021 | 28 | 2021 |
| Nonparametric variational learning of multivariate beta mixture models in medical applications N Manouchehri, N Bouguila, W Fan International Journal of Imaging Systems and Technology 31 (1), 128-140, 2021 | 28 | 2021 |
Nizar BouguilaProfessorכתובת אימייל מאומתת בדומיין concordia.ca