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Pattern recognition : a quality of data perspective /

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Bibliographic Details
Main Authors: Homenda, Władysław (Author), Pedrycz, Witold, 1953- (Author)
Format: Book
Language:English
Published: Hoboken, NJ : John Wiley & Sons, Inc., 2018.
Series:Wiley series on methods and applications in data mining.
Subjects:
Pattern recognition systems.
Pattern perception.
Data mining.
Mustererkennung.
Data Mining.
Table of 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.