£124.00

Wiley Co-Clustering: Models, Algorithms and Applications

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Description

Co-Clustering: Models, Algorithms and Applications provides a comprehensive look at clustering and co-clustering analyses, which serve as essential tools across various scientific fields. This book offers a state of the art overview of both well-established methods and more recent developments in the field of co-clustering. The text focuses heavily on two-mode partitioning using different approaches, with a specific emphasis on probabilistic methods. Readers will find a detailed exploration of clustering in general, with a deep dive into model-based clustering. The content reviews classical clustering methods before moving into a focused discussion on the mixture model. Designed for those working in computer engineering and data mining, this Wiley-ISTE publication covers the use of different mixtures and provides the technical foundation needed to understand modern partitioning techniques. It is a valuable resource for researchers and professionals seeking to master complex data analysis and algorithmic applications.

Key Features

Provides a state of the art overview of both established and recent co-clustering methods for scientific research.

Focuses on two-mode partitioning through various approaches, with a special emphasis on probabilistic methods.

Includes a detailed examination of clustering in general and the specific mechanics of model-based clustering.

Offers a review of classical clustering methods to build a strong foundation for advanced study.

Explores the use of different mixtures and the application of the mixture model in data analysis.

Product Specifications

Brand
Wiley
Format
Hardcover
Domain
Amazon UK
Release Date
19 November 2013
Listed Since
04 October 2012

Barcode

No barcode data available

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