Rough-Fuzzy Pattern Recognition

Applications in Bioinformatics and Medical Imaging

Nonfiction, Science & Nature, Technology, Electronics
Cover of the book Rough-Fuzzy Pattern Recognition by Pradipta Maji, Sankar K. Pal, Wiley
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Pradipta Maji, Sankar K. Pal ISBN: 9781118119716
Publisher: Wiley Publication: December 20, 2011
Imprint: Wiley-IEEE Computer Society Pr Language: English
Author: Pradipta Maji, Sankar K. Pal
ISBN: 9781118119716
Publisher: Wiley
Publication: December 20, 2011
Imprint: Wiley-IEEE Computer Society Pr
Language: English

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.

Rough-Fuzzy Pattern Recognition examines the important underlying theory as well as algorithms and applications, helping readers see the connections between theory and practice. The first chapter provides an introduction to pattern recognition and data mining, including the key challenges of working with high-dimensional, real-life data sets. Next, the authors explore such topics and issues as:

  • Soft computing in pattern recognition and data mining
  • A Mathematical framework for generalized rough sets, incorporating the concept of fuzziness in defining the granules as well as the set
  • Selection of non-redundant and relevant features of real-valued data sets
  • Selection of the minimum set of basis strings with maximum information for amino acid sequence analysis
  • Segmentation of brain MR images for visualization of human tissues

Numerous examples and case studies help readers better understand how pattern recognition models are developed and used in practice. This text—covering the latest findings as well as directions for future research—is recommended for both students and practitioners working in systems design, pattern recognition, image analysis, data mining, bioinformatics, soft computing, and computational intelligence.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

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.

Rough-Fuzzy Pattern Recognition examines the important underlying theory as well as algorithms and applications, helping readers see the connections between theory and practice. The first chapter provides an introduction to pattern recognition and data mining, including the key challenges of working with high-dimensional, real-life data sets. Next, the authors explore such topics and issues as:

Numerous examples and case studies help readers better understand how pattern recognition models are developed and used in practice. This text—covering the latest findings as well as directions for future research—is recommended for both students and practitioners working in systems design, pattern recognition, image analysis, data mining, bioinformatics, soft computing, and computational intelligence.

More books from Wiley

Cover of the book Mastering AutoCAD Civil 3D 2013 by Pradipta Maji, Sankar K. Pal
Cover of the book The Integrity Dividend by Pradipta Maji, Sankar K. Pal
Cover of the book Forensic Photography by Pradipta Maji, Sankar K. Pal
Cover of the book Beer School by Pradipta Maji, Sankar K. Pal
Cover of the book Get into UK Nursing School For Dummies by Pradipta Maji, Sankar K. Pal
Cover of the book Practical Statistics for Nursing and Health Care by Pradipta Maji, Sankar K. Pal
Cover of the book Production and Maintenance Optimization Problems by Pradipta Maji, Sankar K. Pal
Cover of the book Polymer Composites with Carbonaceous Nanofillers by Pradipta Maji, Sankar K. Pal
Cover of the book Young Guns on the Sharemarket by Pradipta Maji, Sankar K. Pal
Cover of the book Organic Reaction Mechanisms 2011 by Pradipta Maji, Sankar K. Pal
Cover of the book Dog Breeding, Whelping and Puppy Care by Pradipta Maji, Sankar K. Pal
Cover of the book A Companion to Modern Art by Pradipta Maji, Sankar K. Pal
Cover of the book Cultivating the Spirit by Pradipta Maji, Sankar K. Pal
Cover of the book Antibiotics Manual by Pradipta Maji, Sankar K. Pal
Cover of the book Baseband Receiver Design for Wireless MIMO-OFDM Communications by Pradipta Maji, Sankar K. Pal
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy