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Title Data mining and knowledge discovery handbook / edited by Oded Maimon and Lior Rokach.

Imprint New York : Springer, ©2005.


Location Call No. OPAC Message Status
 Axe Books 24x7 IT E-Book  Electronic Book    ---  Available
Description 1 online resource (xxxv, 1383 pages) : illustrations
text txt rdacontent
computer c rdamedia
online resource cr rdacarrier
text file PDF rda
Bibliography Includes bibliographical references and index.
Access Use copy Restrictions unspecified MiAaHDL star
Reproduction Electronic reproduction. [Place of publication not identified] : HathiTrust Digital Library, 2010. MiAaHDL
System Details Master and use copy. Digital master created according to Benchmark for Faithful Digital Reproductions of Monographs and Serials, Version 1. Digital Library Federation, December 2002. MiAaHDL
Processing Action digitized 2010 HathiTrust Digital Library committed to preserve MiAaHDL pda
Summary "Data Mining and Knowledge Discovery 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 repository." "Data Mining and Knowledge Discovery Handboook is designer for research scientists and graduate-level students in computer science and engineering. This book is also suitable for professionals in fields such as computing applications, information systems management, and strategic research management."--Jacket.
Contents Preliminary; Introduction to Knowledge Discovery in Databases; Data Cleansing; Handling Missing Attribute Values; Geometric Methods for Feature Extraction and Dimensional Reduction; Dimension Reduction and Feature Selection; Discretization Methods; Outlier Detection; Introduction to Supervised Methods; Decision Trees; Bayesian Networks; Data Mining within a Regression Framework; Support Vector Machines; Rule Induction; Visualization and Data Mining for High Dimensional Datasets; Clustering Methods; Association Rules; Frequent Set Mining; Constraint-Based Data Mining; Link Analysis.
Subject Data mining -- Handbooks, manuals, etc.
Knowledge acquisition (Expert systems) -- Handbooks, manuals, etc.
Exploration de données (Informatique) -- Guides, manuels, etc.
Acquisition des connaissances (Systèmes experts) -- Guides, manuels, etc.
COMPUTERS -- Database Management -- Data Mining.
Computer science.
Data transmission systems.
Database management.
Information storage and retrieval systems.
Multimedia systems.
Computer Communication Networks.
Data Storage Representation.
Information Storage and Retrieval.
Input/Output and Data Communications.
Multimedia Information Systems.
Data mining. (OCoLC)fst00887946
Knowledge acquisition (Expert systems) (OCoLC)fst00988182
Genre/Form Electronic books.
Handbooks and manuals. (OCoLC)fst01423877
Added Author Maimon, Oded.
Rokach, Lior.
In: Springer e-books
Other Form: Print version: Data mining and knowledge discovery handbook. New York : Springer, ©2005 0387244352 038725465X (DLC) 2005042640 (OCoLC)59011453
ISBN 9780387254654 (e-ISBN)
038725465X (e-ISBN)
9780387244358 (alk. paper)
0387244352 (alk. paper)
Standard No. 9780387244358
10.1007/b107408 doi
AU@ 000042136529
AU@ 000042692683
AU@ 000053225645
AU@ 000060544154
DEBBG BV022305914
DEBSZ 430416431
GBVCP 52496856X
NLGGC 30095106X
NZ1 12050396

Available items only