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 | 25 | 2021 |
A statistical approach for unsupervised occupancy detection and estimation in smart buildings H Nguyen, M Rahmanpour, N Manouchehri, K Maanicshah, M Amayri, ... 2019 IEEE International Smart Cities Conference (ISC2), 414-419, 2019 | 21 | 2019 |
Batch and online variational learning of hierarchical Dirichlet process mixtures of multivariate Beta distributions in medical applications N Manouchehri, N Bouguila, W Fan Pattern Analysis and Applications 24 (4), 1731-1744, 2021 | 17 | 2021 |
Online variational inference on finite multivariate beta mixture models for medical applications N Manouchehri, M Kalra, N Bouguila IET Image Processing 15 (9), 1869-1882, 2021 | 17 | 2021 |
Variational learning of a shifted scaled dirichlet model with component splitting approach N Manouchehri, O Dalhoumi, M Amayri, N Bouguila 2020 Third International Conference on Artificial Intelligence for …, 2020 | 13 | 2020 |
Component splitting-based approach for multivariate beta mixture models learning N Manouchehri, H Nguyen, N Bouguila 2019 IEEE Global Conference on Signal and Information Processing (GlobalSIP …, 2019 | 13 | 2019 |
Online Variational learning of Dirichlet process mixtures of scaled Dirichlet distributions N Manouchehri, H Nguyen, P Koochemeshkian, N Bouguila, W Fan Information Systems Frontiers 22, 1085-1093, 2020 | 12 | 2020 |
Fully bayesian learning of multivariate beta mixture models M Amirkhani, N Manouchehri, N Bouguila 2020 IEEE 21st International Conference on Information Reuse and Integration …, 2020 | 12 | 2020 |
A Probabilistic Approach based on a Finite Mixture Model of Multivariate Beta Distributions. N Manouchehri, N Bouguila ICEIS (1), 373-380, 2019 | 11 | 2019 |
Human activity recognition with an HMM-based generative model N Manouchehri, N Bouguila Sensors 23 (3), 1390, 2023 | 10 | 2023 |
Stochastic expectation propagation learning of infinite multivariate beta mixture models for human tissue analysis N Manouchehri, N Bouguila IECON 2021–47th Annual Conference of the IEEE Industrial Electronics Society …, 2021 | 10 | 2021 |
Birth-death MCMC approach for multivariate beta mixture models in medical applications M Amirkhani, N Manouchehri, N Bouguila Advances and Trends in Artificial Intelligence. Artificial Intelligence …, 2021 | 8 | 2021 |
Batch and online variational learning of hierarchical pitman-yor mixtures of multivariate beta distributions N Manouchehri, N Bouguila, W Fan 2021 20th IEEE International Conference on Machine Learning and Applications …, 2021 | 7 | 2021 |
Learning of multivariate beta mixture models via entropy-based component splitting N Manouchehri, M Rahmanpour, N Bouguila, W Fan 2019 IEEE Symposium Series on Computational Intelligence (SSCI), 2825-2832, 2019 | 7 | 2019 |
Learning of finite two-dimensional beta mixture models N Manouchehri, N Bouguila 2018 9th International Symposium on Signal, Image, Video and Communications …, 2018 | 7 | 2018 |
Expectation propagation learning of finite multivariate Beta mixture models and applications N Manouchehri, N Bouguila, W Fan Neural Computing and Applications 34 (17), 14275-14285, 2022 | 6 | 2022 |
Fully bayesian libby-novick beta mixture model with feature selection K Ketabchi, N Manouchehri, N Bouguila 2022 IEEE International Conference on Industrial Technology (ICIT), 1-6, 2022 | 6 | 2022 |
A frequentist inference method based on finite bivariate and multivariate beta mixture models N Manouchehri, N Bouguila Mixture Models and Applications, 179-208, 2020 | 6 | 2020 |
Integration of multivariate beta-based hidden markov models and support vector machines with medical applications N Manouchehri, N Bouguila The International FLAIRS Conference Proceedings 35, 2022 | 5 | 2022 |
Finite two-dimensional beta mixture models: Model selection and applications N Manouchehri, JS Kalsi, M Amayri, N Bouguila 2019 IEEE 28th International Symposium on Industrial Electronics (ISIE …, 2019 | 5 | 2019 |