Pattern Recognition Algorithms for Data Mining: Scalability, Knowledge Discovery and Soft Granular Computing: 3 (Chapman & Hall/CRC Computer Science & Data Analysis) - Tapa blanda

Pal, Sankar K.; Mitra, Pabitra

 
9780367394240: Pattern Recognition Algorithms for Data Mining: Scalability, Knowledge Discovery and Soft Granular Computing: 3 (Chapman & Hall/CRC Computer Science & Data Analysis)
Tapa blanda
ISBN 10: 0367394243 ISBN 13: 9780367394240
Editorial: Chapman and Hall/CRC, 2019

Sinopsis

This valuable text addresses different pattern recognition (PR) tasks in a unified framework with both theoretical and experimental results. Tasks covered include data condensation, feature selection, case generation, clustering/classification, and rule generation and evaluation. Organized into eight chapters, the book begins by introducing PR, data mining, and knowledge discovery concepts. The authors proceed to analyze the tasks of multi-scale data condensation and dimensionality reduction. Then they explore the problem of learning with support vector machine (SVM), and conclude by highlighting the significance of granular computing for different mining tasks in a soft paradigm.

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Acerca del autor

Pal, Sankar K.; Mitra, Pabitra

"Sobre este título" puede pertenecer a otra edición de este libro.

Editorial
Chapman and Hall/CRC
Año de publicación
2019
Idioma
Inglés
ISBN 10 
0367394243
ISBN 13 
9780367394240
Encuadernación
Tapa blanda
Número de edición
1
Número de páginas
276
Contacto del fabricante
no disponible
Persona responsable
no disponible

Otras ediciones populares con el mismo título

9781584884576: Pattern Recognition Algorithms for Data Mining: Scalability, Knowledge Discovery and Soft Granular Computing: 3 (Chapman & Hall/CRC Computer Science & Data Analysis)

Edición Destacada

ISBN 10:  1584884576 ISBN 13:  9781584884576
Editorial: Chapman and Hall/CRC, 2004
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