Pattern recognition : a quality of data perspective /

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Bibliographic Details
Call Number:Libro Electrónico
Main Authors: Homenda, Władysław (Author), Pedrycz, Witold, 1953- (Author)
Format: Electronic eBook
Language:Inglés
Published: Hoboken, NJ : John Wiley & Sons, 2018.
Series:Wiley series on methods and applications in data mining
Subjects:
Pattern recognition systems.
Pattern perception.
Data mining.
Reconnaissance des formes (Informatique)
Perception des structures.
Exploration de données (Informatique)
COMPUTERS > General.
Data mining
Pattern perception
Pattern recognition systems
Data Mining
Mustererkennung
Online Access:Texto completo
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.

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