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Principles Of Data Mining

The rapid growth and integration of databases provides scientists, engineers, and business people with a vast new resource that can be analyzed to make scientific discoveries, optimize industrial systems, and uncover financially valuable patterns. To undertake these large data mining projects, resea...

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Dades bibliogràfiques
Autor principal: David Hand
Altres autors: Heikki Mannila ; Padhraic Smyth
Format: Printed Book
Publicat: New Delhi PHI Learning 2009
Edició:Eastern Economy Edition
Matèries:
Descripció
Sumari:The rapid growth and integration of databases provides scientists, engineers, and business people with a vast new resource that can be analyzed to make scientific discoveries, optimize industrial systems, and uncover financially valuable patterns. To undertake these large data mining projects, researchers and practitioners have adopted established algorithms from statistics, machine learning, neural networks, and databases and have also developed new methods targeted at large data mining problems.Principles of Data Mining with its unique blend of inputs from information science, computer science, and statistics provides practitioners and students with an introduction to the wide range of algorithms and methodologies in this exciting area.
Descripció física:xxxii, 546 pages ; 24 cm.
ISBN:9788120324572