Rough-Fuzzy Pattern Recognition PDF Download. Download free ebook of Rough-Fuzzy Pattern Recognition in PDF format or read online by Pradipta Maji,Sankar K. Pal 9781118119693 Published on 2012-01-04 by John Wiley & Sons
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.
This Book was ranked at 30 by Google Books for keyword Bioinformatics.
Book ID of Rough-Fuzzy Pattern Recognition's Books is vUvLDu9BBc0C, Book which was written by Pradipta Maji,Sankar K. Pal have ETAG "otMtZx4Z9zM"
Book which was published by John Wiley & Sons since 2012-01-04 have ISBNs, ISBN 13 Code is 9781118119693 and ISBN 10 Code is 111811969X
Reading Mode in Text Status is false and Reading Mode in Image Status is false
Book which have "350 Pages" is Printed at BOOK under CategoryTechnology and Engineering
Book was written in en
eBook Version Availability Status at PDF is trueand in ePub is false
Book Preview
Download Rough-Fuzzy Pattern Recognition PDF Free
Download Rough-Fuzzy Pattern Recognition Books Free
Download Rough-Fuzzy Pattern Recognition Free
Download Rough-Fuzzy Pattern Recognition PDF
Download Rough-Fuzzy Pattern Recognition Books
No comments:
Post a Comment