Skip to content
Home/ Data Mining: Technologies, Techniques, Tools, and Trends
Data Mining: Technologies, Techniques, Tools, and Trends
Save Ask us
Published
Oct 17, 2019
ISBN-13
9780367400163

Data Mining: Technologies, Techniques, Tools, and Trends

by Thuraisingham, Bhavani
No customer reviews yet ISBN 9780367400163

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.

    • Product details

    Pub dateOct 17, 2019
    ISBN-100367400162
    ISBN-139780367400163
    LanguageEnglish
    Last updated 2026-08-02 23:10
    $95.93
    In stock — ships in 24 hours with free tracking
    Delivery by Friday, October 23, 2026
    Qty
    Sign in to Add to Saved list
    Free delivery on orders over $35.
    15-day returns. Any reason.
    Secure checkout. We never store card details.

    Readers who bought this also bought

    More from Artificial Intelligence - General
    See all
    Mind Over Machine
    Dreyfus, Hubert
    $13.57
    What to Think about Machines That Think: Today's Leading Thinkers on the Age of Machine Intelligence
    Brockman, John
    $12.77
    AI Con: How to Fight Big Tech's Hype and Create the Future We Want
    Bender, Emily M
    $22.48
    Heuristic Search: Theory and Applications
    Edelkamp, Stefan
    $104.20
    Vances in Intelligent Vehicles
    Chen, Yaobin
    $144.68
    Plan, Activity, and Intent Recognition: Theory and Practice
    <p>Plan recognition, activity recognition, and intent recognition together combine and unify techniques from user modeling, machine vision, intelligent user interfaces, human/computer interaction, autonomous and multi-agent systems, natural language understanding, and machine learning. </p> <i> <p>Plan, Activity, and Intent Recognition</i> explains the crucial role of these techniques in a wide variety of applications including: </p> <ul> <li>personal agent assistants </li> <li>computer and network security </li> <li>opponent modeling in games and simulation systems </li> <li>coordination in robots and software agents </li> <li>web e-commerce and collaborative filtering </li> <li>dialog modeling </li> <li>video surveillance </li> <li>smart homes </li></ul> <p>In this book, follow the history of this research area and witness exciting new developments in the field made possible by improved sensors, increased computational power, and new application areas.</p>
    $138.85