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

Van Pelt Library TK7882.P3 H66 2018
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Format:
Book
Author/Creator:
Homenda, Władysław, author.
Pedrycz, Witold, 1953- author.
Series:
Wiley series on methods and applications in data mining
Wiley Series On Methods And Applications In Data Mining
Language:
English
Subjects (All):
Pattern recognition systems.
Pattern perception.
Data mining.
Physical Description:
xii, 296 pages ; 24 cm.
Place of Publication:
Hoboken, NJ : John Wiley & Sons, Inc., 2018.
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.
Notes:
Includes bibliographical references and index.
Other Format:
Online version: Homenda, Władysław. Pattern recognition.
ISBN:
9781119302827
111930282X
OCLC:
1005110320

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