Mixture Model-Based Classification

Paul D. McNicholas

  • 出版商: Chapman and Hall/CRC
  • 出版日期: 2016-08-19
  • 售價: $2,967
  • 貴賓價: 9.5$2,819
  • 語言: 英文
  • 頁數: 236
  • 裝訂: Hardcover
  • ISBN: 1482225662
  • ISBN-13: 9781482225662

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This work addresses classification using mixture models broadly. Unlike traditional treatments of the subject that heavily focus on unsupervised approaches, this book gives attention to unsupervised, semi-supervised, and supervised classification paradigms. Case studies illustrate both non-Gaussian and Gaussian approaches to model selection.