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  • Open Daily: 10am - 10pm
    Alley-side Pickup: 10am - 7pm

    3038 Hennepin Ave Minneapolis, MN
    612-822-4611

Open Daily: 10am - 10pm | Alley-side Pickup: 10am - 7pm
3038 Hennepin Ave Minneapolis, MN
612-822-4611
Mixture Models and Applications

Mixture Models and Applications

Bouguila, Nizar
Fan, Wentao

Hardcover

Series: Unsupervised and Semi-Supervised Learning

Technology & EngineeringApplicationsProbability & Statistics

ISBN10: 303023875X
ISBN13: 9783030238759
Publisher: Springer Nature
Published: Aug 30 2019
Pages: 355
Weight: 1.52
Height: 0.81 Width: 6.14 Depth: 9.21
Language: English
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.

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