Data Mining: Technologies, Techniques, Tools, and Trends

Name: Data Mining: Technologies, Techniques, Tools, and Trends
Brand: Taylor & Francis
SKU: 9780367400163
Price: 5530.0 INR
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by Bhavani Thuraisingham

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ISBN13: 9780367400163
Binding: Paperback
Subject: N/A
Publisher: Taylor & Francis
Publisher Imprint: CRC Press
Publication Date: October 17, 2019
Pages: 288
Original Price: GBP 65.99
Language: English
Edition: N/A
Item Weight: 403 grams
BISAC Subject(s): Artificial Intelligence / General, Data Transmission Systems / General, and Information Management

About The Book

Focusing on a data-centric perspective, this book provides a complete overview of data mining: its uses, methods, current technologies, commercial products, and future challenges.

Three parts divide Data Mining:

Part I describes technologies for data mining - database systems, warehousing, machine learning, visualization, decision support, statistics, parallel processing, and architectural support for data mining

Part II presents tools and techniques - getting the data ready, carrying out the mining, pruning the results, evaluating outcomes, defining specific approaches, examining a specific technique based on logic programming, and citing literature and vendors for up-to-date information

Part III examines emerging trends - mining distributed and heterogeneous data sources; multimedia data, such as text, images, video; mining data on the World Wide Web; metadata aspects of mining; and privacy issues.

This self-contained book also contains two appendices providing exceptional information on technologies, such as data management, and artificial intelligence.

Is there a need for mining? Do you have the right tools? Do you have the people to do the work? Do you have sufficient funds allocated to the project? All these answers must be answered before embarking on a project. Data Mining provides singular guidance on appropriate applications for specific techniques as well as thoroughly assesses valuable product information.

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