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.

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...

Table of Contents:

• Frontmatter
• Introduction to Pattern Recognition and Data Mining
• Rough-Fuzzy Hybridization and Granular Computing
• Rough-Fuzzy Clustering: Generalized A-Means Algorithm
• Rough-Fuzzy Granulation and Pattern Classification
• Fuzzy-Rough Feature Selection using -Information Measures
• Rough Fuzzy -Medoids and Amino Acid Sequence Analysis
• Clustering Functionally Similar Genes from Microarray Data
• Selection of Discriminative Genes from Microarray Data
• Segmentation of Brain Magnetic Resonance Images
• Index.