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Data Mining - Technologies, Techniques, Tools, and Trends (Paperback)
Loot Price: R1,862
Discovery Miles 18 620
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Data Mining - Technologies, Techniques, Tools, and Trends (Paperback)
Expected to ship within 12 - 17 working days
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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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