Rough-fuzzy pattern recognition : applications in bioinformatics and medical imaging /

• Main Author: Maji, Pradipta, 1976-
• Other Authors: Pal, Sankar K.
• Format: eBook
• Language: English
• Published: Hoboken, N.J. : John Wiley & Sons, [2012]
• Series: Wiley series on bioinformatics.
• Subjects: Fuzzy systems in medicine.; Pattern recognition systems.; Bioinformatics.; Diagnostic imaging > Data processing.; Electronic books.
• Physical Description: 1 online resource (xxi, 289 pages) : illustrations.
• Bibliography: Includes bibliographical references and index.
• ISBN: 9781118119723; 111811972X; 9781118119716; 1118119711
• DOI: 10.1002/9781118119723

Learn how to apply rough-fuzzy computing techniques to solve problems in bioinformatics and medical image processing Emphasizing applications in bioinformatics and medical image processing, this text offers a clear framework that enables readers to take advantage of the latest rough-fuzzy computing techniques to build working pattern recognition models. The authors explain step by step how to integrate rough sets with fuzzy sets in order to best manage the uncertainties in mining large data sets. Chapters are logically organized according to the major phases of pattern recognition systems development, making it easier to master such tasks as classification, clustering, and feature selection.