Verwandte Artikel zu Data Mining: Technologies, Techniques, Tools, and Trends

Data Mining: Technologies, Techniques, Tools, and Trends - Hardcover

Thuraisingham, Bhavani

 
9780849318153: Data Mining: Technologies, Techniques, Tools, and Trends
Hardcover
ISBN 10: 0849318157 ISBN 13: 9780849318153
Verlag: CRC Press, 2019

Inhaltsangabe

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.

    • Die Inhaltsangabe kann sich auf eine andere Ausgabe dieses Titels beziehen.

    Über die Autorin bzw. den Autor

    Bhavani Thuraisingham

    „Über diesen Titel“ kann sich auf eine andere Ausgabe dieses Titels beziehen.

    Verlag
    CRC Press
    Erscheinungsdatum
    2019
    Sprache
    Englisch
    ISBN 10 
    0849318157
    ISBN 13 
    9780849318153
    Einband
    Gebundene Ausgabe
    Anzahl der Seiten
    270
    Kontakt zum Hersteller
    CRC Press
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