ENGLISH

Data Mining and Knowledge Discovery Handbook

By Oded Maimon , Lior Rokach

Book information

Publisher
Springer
Year
2005
ISBN
9780387244358, 0387244352, 9780387254654
LCC
QA76.9.D343 D3765 2005
Open Library ID
OL19292144M
Language
english
Format
DJVU
Filesize
14 MB (14749745 bytes)
Edition
1
Pages
1378\1378
Library
Great Science Textbooks DVD Library 2007
Time added
2009-10-26 09:21:54

Description

This handbook organizes all major concepts, theories, methodologies, trends, challenges and applications of data mining (DM) and knowledge discovery in databases (KDD) into a coherent and unified whole. The book first surveys, then provides comprehensive yet concise algorithmic descriptions of classic methods plus recently-developed extensions and novel methods. The volume concludes with in-depth descriptions of data mining applications in various interdisciplinary industries including finance, marketing, medicine, biology, engineering, telecommunications, software, and security. Data Mining and Knowledge Discovery Handbook is designed for research scientists and graduate-level computer science and engineering students. It is also suitable for professionals in fields such as computing applications, information systems management, and strategic research management.

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