Mixture Models and Applications is popular PDF and ePub book, written by Nizar Bouguila in 2019-08-13, it is a fantastic choice for those who relish reading online the Technology & Engineering genre. Let's immerse ourselves in this engaging Technology & Engineering book by exploring the summary and details provided below. Remember, Mixture Models and Applications can be Read Online from any device for your convenience.
Mixture Models and Applications Book PDF Summary
This book focuses on recent advances, approaches, theories and applications related to mixture models. In particular, it presents recent unsupervised and semi-supervised frameworks that consider mixture models as their main tool. The chapters considers mixture models involving several interesting and challenging problems such as parameters estimation, model selection, feature selection, etc. The goal of this book is to summarize the recent advances and modern approaches related to these problems. Each contributor presents novel research, a practical study, or novel applications based on mixture models, or a survey of the literature. Reports advances on classic problems in mixture modeling such as parameter estimation, model selection, and feature selection; Present theoretical and practical developments in mixture-based modeling and their importance in different applications; Discusses perspectives and challenging future works related to mixture modeling.
Detail Book of Mixture Models and Applications PDF
- Author : Nizar Bouguila
- Release : 13 August 2019
- Publisher : Springer
- ISBN : 9783030238766
- Genre : Technology & Engineering
- Total Page : 355 pages
- Language : English
- PDF File Size : 20,5 Mb
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