Data Mining (inbunden)
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Format
Häftad (Paperback / softback)
Språk
Engelska
Antal sidor
288
Utgivningsdatum
2019-10-17
Förlag
Taylor & Francis Ltd
Dimensioner
231 x 155 x 18 mm
Vikt
363 g
ISBN
9780367400163

Data Mining

Technologies, Techniques, Tools, and Trends

av Bhavani Thuraisingham
Häftad,  Engelska, 2019-10-17
863
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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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