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World Scientific Publishing Company World Scientific Clustering And Classification Book

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Description

Master advanced data analysis with Clustering And Classification from World Scientific Publishing Company. This technical resource is designed for readers seeking a moderately advanced understanding of clustering and modern data analysis methods. It covers essential areas where significant scientific advances are currently occurring, making it a valuable addition to your academic or professional library. The text explores a wide range of complex topics including hierarchical clustering, variable selection, and weighting techniques. You will find detailed discussions on additive trees, network models, and the relevance of neural network models to clustering processes. The book also addresses the role of computational complexity in cluster analysis and examines latent class approaches. Beyond theoretical frameworks, this book provides practical perspectives through applications of hierarchical classes models in psychology and psychopathology. It also covers combinatorial data analysis and the clusterwise aggregation of relations. Whether you are studying computer science, AI, or machine learning, this book provides a comprehensive review of the methodologies used to organize and interpret complex data sets.

Key Features

Covers advanced clustering methods including hierarchical clustering and variable selection to help you master data organization.

Explores the relationship between neural network models and clustering for a deeper understanding of modern AI applications.

Provides insights into computational complexity to help you evaluate the efficiency of different cluster analysis methods.

Includes specific applications of hierarchical classes models within the fields of psychology and psychopathology.

Examines latent class approaches and additive trees to expand your toolkit for analyzing complex network models.

Offers a thorough review of combinatorial data analysis and the clusterwise aggregation of relations.

Product Specifications

Format
paperback
Domain
Amazon UK
Release Date
29 January 1996
Listed Since
19 January 2007

Barcode

No barcode data available

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