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	Bouguila, Nizar     Options: All Media Types Journals Proceedings Div Books Whole Books Other Date Reviewed Title Author Publisher Published Date Descending Ascending Date Reviewed     1 - 3 of 3 reviews       Mixture models and applications Bouguila N., Fan W., Springer International Publishing, New York, NY, 2019. 355 pp.  Type: Book (978-3-030238-75-9) Mixture models refer to the fact that many datasets have an internal structure that can be better analyzed with more than one probability distribution as models for the data. These two (or more) models may be more or less mixed in term...... Jan 18 2021     Artificial intelligence applications in information and communication technologies Laalaoui Y., Bouguila N., Springer International Publishing, New York, NY, 2015. 213 pp.  Type: Book (978-3-319198-32-3) According to analysts, data volumes are expected to grow 44 fold in a decade (2011-2020). The variety of the data, along with the speed with which it is generated in an increasingly connected world, makes artificial intelligence (AI)-d...... Jul 8 2016     Variational Bayesian inference for infinite generalized inverted Dirichlet mixtures with feature selection and its application to clustering Bdiri T., Bouguila N., Ziou D. Applied Intelligence 44(3): 507-525, 2016.  Type: Article Model-based data analysis is a powerful, increasingly popular tool for inferring knowledge and abstract information from data sets. To date, the model-based learning literature has mostly been dominated by Gaussian mixtures. However, c...... Jun 20 2016
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