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IEEE Transactions on Neural Networks and Learning Systems|April 30, 2021
Maximum A Posteriori Approximation of Hidden Markov Models for Proportional Sequential Data Modeling With Simultaneous Feature SelectionSamr Ali, Nizar BouguilaIEEE Transactions on Neural Networks|November 25, 2010
Count data modeling and classification using finite mixtures of distributionsNizar BouguilaIEEE Transactions on Neural Networks and Learning Systems|October 20, 2020
Sparse Count Data Clustering Using an Exponential Approximation to Generalized Dirichlet Multinomial DistributionsNuha Zamzami, Nizar BouguilaIEEE Transactions on Pattern Analysis and Machine Intelligence|August 19, 2007
High-dimensional unsupervised selection and estimation of a finite generalized Dirichlet mixture model based on minimum message lengthNizar Bouguila, Djemel ZiouIEEE Transactions on Neural Networks and Learning Systems|May 9, 2014
Online learning of a Dirichlet process mixture of Beta-Liouville distributions via variational inferenceWentao Fan, Nizar BouguilaSensors (Basel, Switzerland)|February 11, 2023
Human Activity Recognition with an HMM-Based Generative ModelNarges Manouchehri, Nizar BouguilaIEEE Transactions on Neural Networks and Learning Systems|September 29, 2019
Modeling and Clustering Positive Vectors via Nonparametric Mixture Models of Liouville DistributionsWentao Fan, Nizar BouguilaIEEE Transactions on Neural Networks|December 8, 2009
A Dirichlet process mixture of generalized Dirichlet distributions for proportional data modelingNizar Bouguila, Djemel ZiouIEEE Transactions on Neural Networks and Learning Systems|August 15, 2018
Variational Bayesian Learning of Generalized Dirichlet-Based Hidden Markov Models Applied to Unusual Events DetectionElise Epaillard, Nizar BouguilaIEEE Transactions on Image Processing : a Publication of the IEEE Signal Processing Society|September 5, 2006
A hybrid SEM algorithm for high-dimensional unsupervised learning using a finite generalized Dirichlet mixtureNizar Bouguila, Djemel ZiouPageof 4