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

• Tác giả: Pradipta Maji, Sankar K Pal
• Ngôn ngữ: eng
• ISBN-13: 978-1118119723
• Ký hiệu phân loại: 610.285 Medicine and health
• Thông tin xuất bản: Hoboken, New Jersey : John Wiley & Sons, 2012.
• Mô tả vật lý: 1 PDF (xxi, 289 pages) : , illustrations.
• Bộ sưu tập: Tài liệu truy cập mở
• ID: 314609
• Chủ đề: 1. Bioinformatics; 2. Diagnostic imaging--Data processing; 3. Fuzzy systems in medicine; 4. Pattern recognition systems

Includes bibliographical references and index.

Tóm tắt

 Learn how to apply rough-fuzzy computing techniques to solve problems in bioinformatics and medical image processing<
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 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.
- Chapter s 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.