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Pattern recognition : a quality of data perspective

Author: Władysław Homenda; Witold Pedrycz
Publisher: Hoboken, NJ : John Wiley & Sons, 2018.
Series: Wiley series on methods and applications in data mining
Edition/Format:   eBook : Document : EnglishView all editions and formats
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Genre/Form: Electronic books
Additional Physical Format: Print version:
Homenda, Władysław.
Pattern recognition.
Hoboken, NJ : John Wiley & Sons, 2018
(DLC) 2017045206
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Władysław Homenda; Witold Pedrycz
ISBN: 9781119302858 1119302854 9781119302834 1119302838 9781119302872 1119302870
OCLC Number: 1012729144
Description: 1 online resource
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.
Series Title: Wiley series on methods and applications in data mining
Responsibility: by Władysław Homenda, Witold Pedrycz.

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