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

• Κύριος συγγραφέας: Maji, Pradipta, 1976-
• Άλλοι συγγραφείς: Pal, Sankar K.
• Μορφή: Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Hoboken, N.J. : John Wiley & Sons, [2012]
• Σειρά: Wiley series on bioinformatics.
• Θέματα: Fuzzy systems in medicine.; Pattern recognition systems.; Bioinformatics.; Diagnostic imaging > Data processing.; Electronic books.
• Φυσική περιγραφή: 1 online resource (xxi, 289 pages) : illustrations.
• Βιβλιογραφία: 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.