Advanced Techniques in Knowledge Discovery and Data Mining

Language: English

Published by Springer, 2014

1447157524 / 9781447157526

Series: Book 16 of 66 - Advanced Information and Knowledge Processing

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Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH

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Druck auf Anfrage Neuware - Printed after ordering - Data mining and knowledge discovery (DMKD) is a rapidly expanding field in computer science. It has become very important because of an increased demand for methodologies and tools that can help the analysis and understanding of huge amounts of data generated on a daily basis by institutions like hospitals, research laboratories, banks, insurance companies, and retail stores and by Internet users. This explosion is a result of the growing use of electronic media. But what is data mining (DM) A Web search using the Google search engine retrieves many (really many) definitions of data mining. We include here a few interesting ones. One of the simpler definitions is: 'As the term suggests, data mining is the analysis of data to establish relationships and identify patterns' [1]. It focuses on identifying relations in data. Our next example is more elaborate: An information extraction activity whose goal is to discover hidden facts contained in databases. Using a combination of machine learning, statistical analysis, modeling techniques and database technology, data mining finds patterns and subtle relationships in data and infers rules that allow the prediction of future results. Typical applications include market segmentation, customer profiling, fraud detection, evaluation of retail promotions, and credit risk analysis [2].…

Seller Inventory # 9781447157526

Title
Advanced Techniques in Knowledge Discovery and Data Mining
Author
Nikhil Pal
Publisher
Springer
Publication year
2014
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
1447157524
ISBN 13
9781447157526
Item weight
411 grams
Dimensions
235x155x15 mm
Series
Book 16 of 66: Advanced Information and Knowledge Processing

AHA-BUCH GmbH

Einbeck, Germany

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AbeBooks seller since August 14, 2006

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