Introduction to Data Mining and its Applications

Introduction to Data Mining and its Applications
Author: S. Sumathi
Publisher: Springer
Total Pages: 836
Release: 2006-10-12
Genre: Computers
ISBN: 3540343512


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This book explores the concepts of data mining and data warehousing, a promising and flourishing frontier in database systems, and presents a broad, yet in-depth overview of the field of data mining. Data mining is a multidisciplinary field, drawing work from areas including database technology, artificial intelligence, machine learning, neural networks, statistics, pattern recognition, knowledge based systems, knowledge acquisition, information retrieval, high performance computing and data visualization.


Introduction to Data Mining and its Applications
Language: en
Pages: 836
Authors: S. Sumathi
Categories: Computers
Type: BOOK - Published: 2006-10-12 - Publisher: Springer

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This book explores the concepts of data mining and data warehousing, a promising and flourishing frontier in database systems, and presents a broad, yet in-dept
Practical Applications of Data Mining
Language: en
Pages: 436
Authors: Sang Suh
Categories: Computers
Type: BOOK - Published: 2012 - Publisher: Jones & Bartlett Publishers

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Introduction to data mining -- Association rules -- Classification learning -- Statistics for data mining -- Rough sets and bayes theories -- Neural networks --
Handbook of Research on Advanced Data Mining Techniques and Applications for Business Intelligence
Language: en
Pages: 465
Authors: Trivedi, Shrawan Kumar
Categories: Computers
Type: BOOK - Published: 2017-02-14 - Publisher: IGI Global

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The development of business intelligence has enhanced the visualization of data to inform and facilitate business management and strategizing. By implementing e
Data Mining and Machine Learning Applications
Language: en
Pages: 500
Authors: Rohit Raja
Categories: Computers
Type: BOOK - Published: 2022-01-26 - Publisher: John Wiley & Sons

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DATA MINING AND MACHINE LEARNING APPLICATIONS The book elaborates in detail on the current needs of data mining and machine learning and promotes mutual underst
Data Mining Applications for Empowering Knowledge Societies
Language: en
Pages: 356
Authors: Rahman, Hakikur
Categories: Technology & Engineering
Type: BOOK - Published: 2008-07-31 - Publisher: IGI Global

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Presents an overview of the main issues of data mining, including its classification, regression, clustering, and ethical issues. Provides readers with knowledg