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Record Nr. |
UNINA9910828884603321 |
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Autore |
Maji Pradipta <1976-> |
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Titolo |
Rough-fuzzy pattern recognition : applications in bioinformatics and medical imaging / / Pradipta Maji, Sankar K. Pal |
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Pubbl/distr/stampa |
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Hoboken, NJ, : Wiley, 2012 |
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ISBN |
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1-283-42501-7 |
9786613425010 |
1-118-11971-1 |
1-118-11972-X |
1-118-11969-X |
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Edizione |
[1st ed.] |
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Descrizione fisica |
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1 online resource (313 p.) |
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Collana |
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Wiley series in bioinformatics ; ; 3 |
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Classificazione |
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Altri autori (Persone) |
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Disciplina |
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Soggetti |
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Fuzzy systems in medicine |
Pattern recognition systems |
Bioinformatics |
Diagnostic imaging - Data processing |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Note generali |
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Description based upon print version of record. |
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Nota di bibliografia |
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Includes bibliographical references and index. |
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Nota di contenuto |
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Frontmatter -- 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. |
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Sommario/riassunto |
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Learn 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 |
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