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Mathematical methods for knowledge discovery and data mining / Giovanni Felici, Carlo Vercellis.

By: Contributor(s): Publication details: Hershey : Information Science Reference, c2008.Description: xxi, 369 p. : ill. ; 29 cmISBN:
  • 9781599045283 (hardcover)
  • 1599045281 (hardcover)
Subject(s): DDC classification:
  • 006.312 FEL
Summary: "This book focuses on the mathematical models and methods that support most data mining applications and solution techniques, covering such topics as association rules; Bayesian methods; data visualization; kernel methods; neural networks; text, speech, and image recognition; an invaluable resource for scholars and practitioners in the fields of biomedicine, engineering, finance, manufacturing, marketing, performance measurement, and telecommunications"--Provided by publisher.
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"Premier reference source"--Cover.

Includes bibliographical references (p. 338-360) and index.

"This book focuses on the mathematical models and methods that support most data mining applications and solution techniques, covering such topics as association rules; Bayesian methods; data visualization; kernel methods; neural networks; text, speech, and image recognition; an invaluable resource for scholars and practitioners in the fields of biomedicine, engineering, finance, manufacturing, marketing, performance measurement, and telecommunications"--Provided by publisher.