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Narges Manouchehri
Narges Manouchehri
Karolinska Institute; Concordia University
Verified email at mail.concordia.ca
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Cited by
Cited by
Year
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
232021
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
172019
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
162021
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
152021
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
132019
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
122020
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
122020
A Probabilistic Approach based on a Finite Mixture Model of Multivariate Beta Distributions.
N Manouchehri, N Bouguila
ICEIS (1), 373-380, 2019
112019
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
92021
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
92020
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
72021
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
72019
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
62021
A frequentist inference method based on finite bivariate and multivariate beta mixture models
N Manouchehri, N Bouguila
Mixture Models and Applications, 179-208, 2020
62020
Learning of finite two-dimensional beta mixture models
N Manouchehri, N Bouguila
2018 9th International Symposium on Signal, Image, Video and Communications …, 2018
62018
Human activity recognition with an HMM-based generative model
N Manouchehri, N Bouguila
Sensors 23 (3), 1390, 2023
52023
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
52022
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
52022
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
52022
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
42019
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