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010   $a9786613425010
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024 7 $a10.1002/9781118119723
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035   $a(CaSebORM)9781118119716
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100   $a20151222d2012      uy              
101 0 $aeng
135   $aur|n|---|||||
181   $ctxt
182   $cc
183   $acr
200 10$aRough-fuzzy pattern recognition $eapplications in bioinformatics and medical imaging /$fPradipta Maji, Sankar K. Pal
210  1$aHoboken, New Jersey :$cJohn Wiley & Sons,$dc2012.
210  2$a[Piscataqay, New Jersey] :$cIEEE Xplore,$d[2012]
215   $a1 online resource (313 p.)
225 1 $aWiley series in bioinformatics: computational techniques and engineering ;$v3
300   $aDescription based upon print version of record.
311   $a1-118-00440-X 
320   $aIncludes bibliographical references and index.
327   $aFrontmatter -- 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.
330   $aLearn how to apply rough-fuzzy computing techniques to solve problems in bioinformatics and medical image processing<p>Emphasizing applications in bioinformatics and medical image processing, this text offers a clear framework that enables readers to take advantage of the latest rough-fuzzy computing techniques to build working pattern recognition models. The authors explain step by step how to integrate rough sets with fuzzy sets in order to best manage the uncertainties in mining large data sets. Chapters are logically organized according to the major phases of pattern recognition systems development, making it easier to master such tasks as classification, clustering, and feature selection.
410  0$aWiley series in bioinformatics: computational techniques and engineering ;$v3
606   $aFuzzy systems in medicine
606   $aPattern recognition systems
606   $aBioinformatics
606   $aDiagnostic imaging$xData processing
615  0$aFuzzy systems in medicine.
615  0$aPattern recognition systems.
615  0$aBioinformatics.
615  0$aDiagnostic imaging$xData processing.
676   $a610.285
686   $aTEC008000$2bisacsh
700   $aMaji$b Pradipta$f1976-$0900394
701   $aPal$b Sankar K$0117447
801  0$bCaBNVSL
801  1$bCaBNVSL
801  2$bCaBNVSL
906   $aBOOK
912   $a9910139296903321
996   $aRough-fuzzy pattern recognition$92011567
997   $aUNINA