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Rough-fuzzy pattern recognition: applications in bioinformatics and medical imaging

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...

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Detalles Bibliográficos
Autores principales: Maji, Pradipta, Pal, Sankar K
Lenguaje:eng
Publicado: Wiley-IEEE Press 2012
Materias:
Acceso en línea:http://cds.cern.ch/record/1437447
Descripción
Sumario: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 dev