Rough-fuzzy pattern recognition : applications in bioinformatics and medical imaging
- Title
- Rough-fuzzy pattern recognition : applications in bioinformatics and medical imaging / Pradipta Maji, Sankar K. Pal.
- Published by
- Hoboken, N.J. : John Wiley & Sons, ©2012.
- Author
Items in the library and off-site
Displaying 1 item
Status | Format | Access | Call number | Item location |
---|---|---|---|---|
Status | FormatText | AccessUse in library | Call numberR859.7.F89 M35 2012 | Item locationOff-site |
Details
- Additional authors
- Description
- xxi, 289 pages : illustrations; 25 cm.
- Summary
- "This book provides a unified framework describing how rough-fuzzy computing techniques can be formulated and used in building efficient pattern recognition models. Based on the existing as well as new results, the book is structured according to the major phases of a pattern recognition system (e.g., classification, clustering, and feature selection) with a balanced mixture of theory, algorithm and applications. Special emphasis has been given to applications in bioinformatics and medical image processing. The book is useful for graduate students and researchers in computer science, electrical engineering, system science, medical science, and information technology. Researchers and practitioners in industry and R&D laboratories will also benefit"--
- "The proposed volume provides a unified framework describing how rough-fuzzy computing techniques can be judiciously formulated and used in building efficient pattern recognition models"--
- Series statement
- Wiley series in bioinformatics: computational techniques and engineering
- Uniform title
- Wiley series on bioinformatics.
- Subject
- Fuzzy systems in medicine
- Pattern recognition systems
- Bioinformatics
- Diagnostic imaging > Data processing
- Computational biology
- Fuzzy Logic
- Pattern Recognition, Automated > methods
- Computational Biology > methods
- Image Processing, Computer-Assisted > methods
- Pattern Recognition, Automated
- Computational Biology
- TECHNOLOGY & ENGINEERING > Electronics > General
- Computational biology
- Bioinformatics
- Diagnostic imaging > Data processing
- Fuzzy systems in medicine
- Pattern recognition systems
- Mustererkennung
- Bioinformatik
- Bildgebendes Verfahren
- Datenverarbeitung
- Fuzzy-Logik
- Contents
- 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.
- Owning institution
- Princeton University Library
- Bibliography (note)
- Includes bibliographical references and index.