Pattern Recognition Algorithms for Data Mining (1) (Chapman & Hall/CRC Computer Science & Data Analysis)

By: null Sankar K. Pal and null Pabitra Mitra

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Synopsis: 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.

Book Quality:: Publisher Quality
Book Size:: 280 Pages
ISBN-13:: 9781135436391
Related ISBNs:: 9780367394240, 9781135436353, 9780429225277, 9781498797764, 9780203998076, 9781584884576
Publisher:: CRC Press
Date of Addition:: 01/26/25
Copyrighted By:: CRC Press LLC
Adult content:: No
Language:: English
Has Image Descriptions:: No
Categories:: Nonfiction, Computers and Internet, Mathematics and Statistics
Submitted By:: Bookshare Staff
Usage Restrictions:: This is a copyrighted book.