000 03348nam a2200553 i 4500
001 7043961
003 IEEE
005 20200421114418.0
006 m o d
007 cr |n|||||||||
008 151222s2012 njua ob 001 eng d
020 _a9781118119723
_qebook
020 _z9781118004401
_qprint
020 _z111811972X
_qelectronic
024 7 _a10.1002/9781118119723
_2doi
035 _a(CaBNVSL)mat07043961
035 _a(IDAMS)0b0000648294b06b
040 _aCaBNVSL
_beng
_erda
_cCaBNVSL
_dCaBNVSL
050 4 _aR859.7.F89
_bM35 2012eb
082 0 4 _a610.285
_223
100 1 _aMaji, Pradipta,
_d1976-
245 1 0 _aRough-fuzzy pattern recognition :
_bapplications in bioinformatics and medical imaging /
_cPradipta Maji, Sankar K. Pal.
264 1 _aHoboken, New Jersey :
_bJohn Wiley & Sons,
_cc2012.
264 2 _a[Piscataqay, New Jersey] :
_bIEEE Xplore,
_c[2012]
300 _a1 PDF (xxi, 289 pages) :
_billustrations.
336 _atext
_2rdacontent
337 _aelectronic
_2isbdmedia
338 _aonline resource
_2rdacarrier
490 1 _aWiley series in bioinformatics: computational techniques and engineering ;
_v3
504 _aIncludes bibliographical references and index.
505 0 _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.
506 1 _aRestricted to subscribers or individual electronic text purchasers.
520 _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.
530 _aAlso available in print.
538 _aMode of access: World Wide Web
588 _aDescription based on PDF viewed 12/22/2015.
650 0 _aDiagnostic imaging
_xData processing.
650 0 _aBioinformatics.
650 0 _aPattern recognition systems.
650 0 _aFuzzy systems in medicine.
655 0 _aElectronic books.
700 1 _aPal, Sankar K.
710 2 _aIEEE Xplore (Online Service),
_edistributor.
710 2 _aWiley InterScience (Online service),
_epublisher.
776 0 8 _iPrint version:
_z9781118004401
830 0 _aWiley series in bioinformatics: computational techniques and engineering ;
_v3
856 4 2 _3Abstract with links to resource
_uhttp://ieeexplore.ieee.org/xpl/bkabstractplus.jsp?bkn=7043961
942 _cEBK
999 _c59874
_d59874