Data Analysis

Data Analysis (Digital Signal and Image Processing) book cover

Data Analysis (Digital Signal and Image Processing)

Author(s): Gérard Govaert (Editor)

  • Publisher: Wiley-ISTE
  • Publication Date: August 3, 2009
  • Edition: 1st
  • Language: English
  • Print length: 352 pages
  • ISBN-10: 1848210981
  • ISBN-13: 9781848210981

Book Description

The first part of this book is devoted to methods seeking relevant dimensions of data. The variables thus obtained provide a synthetic description which often results in a graphical representation of the data. After a general presentation of the discriminating analysis, the second part is devoted to clustering methods which constitute another method, often complementary to the methods described in the first part, to synthesize and to analyze the data. The book concludes by examining the links existing between data mining and data analysis.

Editorial Reviews

Editorial Reviews

Review

“The first part of this book is devoted to methods seeking relevantdimensions of data. The variables thus obtained provide a synthetic description which often results in a graphical representation of the data. After a general presentation of the discriminating analysis, the second part is devoted to clustering methods which constitute another method, often complementary to the methods described in the first part, to synthesize and to analyze the data.” (Zentralblatt MATH 2016)

About the Author

Gérard Govaertis Professor at the University of Technology of Compiègne, France. He is also a member of the CNRS Laboratory Heudiasyc (Heuristic and diagnostic of complex systems). His research interests include latent structure modeling, model selection, model-based cluster analysis, block clustering and statistical pattern recognition. He is one of the authors of the MIXMOD (MIXture MODelling) software.

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