Data mining and knowledge discovery handbook

Resource Information

The work Data mining and knowledge discovery handbook represents a distinct intellectual or artistic creation found in University of Missouri Libraries. This resource is a combination of several types including: Work, Language Material, Books.

Label

Data mining and knowledge discovery handbook

Statement of responsibility

edited by Oded Maimon and Lior Rokach

Contributor

• Maimon, Oded
• Rokach, Lior

Subject

• COMPUTERS -- Database Management | Data Mining
• Data mining
• Data mining
• Data mining
• Handbooks and manuals
• Handbooks and manuals
• Informatique
• Knowledge acquisition (Expert systems)
• Knowledge acquisition (Expert systems)
• Knowledge acquisition (Expert systems)

Genre

• Handbooks and manuals

Language

eng

Summary

Knowledge Discovery demonstrates intelligent computing at its best, and is the most desirable and interesting end-product of Information Technology. To be able to discover and to extract knowledge from data is a task that many researchers and practitioners are endeavoring to accomplish. There is a lot of hidden knowledge waiting to be discovered - this is the challenge created by today's abundance of data. Data Mining and Knowledge Discovery Handbook, Second Edition organizes the most current concepts, theories, standards, methodologies, trends, challenges and applications of data mining (DM) and knowledge discovery in databases (KDD) into a coherent and unified repository. This handbook first surveys, then provides comprehensive yet concise algorithmic descriptions of methods, including classic methods plus the extensions and novel methods developed recently. This 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, Second Edition is designed for research scientists, libraries and advanced-level students in computer science and engineering as a reference. This handbook is also suitable for professionals in industry, for computing applications, information systems management, and strategic research management

Is part of

• Springer eBooks

Cataloging source

GW5XE

Dewey number

006.312

Illustrations

illustrations

Index

index present

Language note

English

LC call number

QA76.9.D343

LC item number

D38 2010

Literary form

non fiction

Nature of contents

• dictionaries
• bibliography
• handbooks