£124.00

Wiley Co-Clustering: Models, Algorithms and Applications

Name: Wiley Co-Clustering: Models, Algorithms and Applications
Brand: Wiley
Price: 124.0 GBP
Availability: InStock

Data Mining

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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
ASIN: 1848214731
Category: Books > Subjects > Computing & Internet > Databases > Data Storage & Management > Data Mining
Domain: Amazon UK
Release Date: 19 November 2013
Listed Since: 04 October 2012

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Wiley Co-Clustering: Models, Algorithms and Applications

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