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Pattern recognition : a quality of data perspective / by Władysław Homenda, Witold Pedrycz.

By: Homenda, Władysław [author.].
Contributor(s): Pedrycz, Witold, 1953- [author.].
Material type: materialTypeLabelBookSeries: Wiley series on methods and applications in data mining.Publisher: Hoboken, NJ : John Wiley & Sons, 2018Description: 1 online resource.Content type: text Media type: computer Carrier type: online resourceISBN: 9781119302858; 1119302854; 9781119302834; 1119302838; 9781119302872; 1119302870.Subject(s): Pattern recognition systems | Pattern perception | Data mining | COMPUTERS -- General | Data mining | Pattern perception | Pattern recognition systemsGenre/Form: Electronic books.Additional physical formats: Print version:: Pattern recognitionDDC classification: 006.4 Online resources: Wiley Online Library
Contents:
Pattern recognition : feature space construction -- Pattern recognition : classifiers -- Classification with rejection problem formulation and an overview -- Evaluating pattern recognition problem -- Recognition with rejection : empirical analysis -- Concepts and notions of information granules -- Information granules : fundamental constructs -- Clustering -- Quality of data : imputation and data balancing.
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Includes bibliographical references and index.

Pattern recognition : feature space construction -- Pattern recognition : classifiers -- Classification with rejection problem formulation and an overview -- Evaluating pattern recognition problem -- Recognition with rejection : empirical analysis -- Concepts and notions of information granules -- Information granules : fundamental constructs -- Clustering -- Quality of data : imputation and data balancing.

Description based on print version record and CIP data provided by publisher.

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