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Data mining

  • 21 Recipes for Mining Twitterby Matthew A. Russell

    O'Reilly Media 2011; US$ 16.99

    Millions of public Twitter streams harbor a wealth of data, and once you mine them, you can gain some valuable insights. This short and concise book offers a collection of recipes to help you extract nuggets of Twitter information using easy-to-learn Python tools. Each recipe offers a discussion of how and why the solution works, so you can quickly... more...

  • Active Miningby H. Motoda

    IOS Press 2002; US$ 97.00

    Focusing on data mining, this work is a joint effort from researchers in Japan, and includes a report on the forefront of data collection, user-centred mining and user interaction/reaction. It offers an overview of modern solutions with real-world applications, sharing hard-learned experiences. more...

  • Adaptive Stream Miningby A. Bifet

    IOS Press 2010; US$ 160.00

    Contributes to the subject of mining time-changing data streams and addresses the design of learning algorithms for this purpose. This book introduces contributions on several different aspects of the problem, identifying research opportunities and increasing the scope for applications. more...

  • Adaptive Web Sitesby J.D. Velásquez; V. Palade

    IOS Press 2008; US$ 161.00

    This book can be presented in two different ways; introducing a particular methodology to build adaptive Web sites and; presenting the main concepts behind Web mining and then applying them to adaptive Web sites. In this case, adaptive Web sites is the case study to exemplify the tools introduced in the text. The authors start by introducing the Web... more...

  • Advanced Methods for Knowledge Discovery from Complex Databy Sanghamitra Bandyopadhyay; Ujjwal Maulik; Larry B. Holder

    Springer 2006; US$ 99.99

    Knowledge discovery takes the raw results from data mining (the process of extracting trends or patterns from data) and transforms them into useful and understandable information. This book covers introductory material on the knowledge discovery process, advanced issues, and tools and techniques. more...

  • Advanced Techniques in Knowledge Discovery and Data Miningby Nikhil R. Pal; L.C. Jain

    Springer 2007; US$ 129.99

    Presents advanced tools and techniques available for data and web mining strategies with chapters written by leading world experts. This book provides practicing engineers and scientists with case studies using approaches for data and web mining strategies, and research students with in-depth tutorials on the topics covered. more...

  • Advances In Data Mining And Modelingby Wai-Ki Ching; Michael Kwok-Po Ng

    World Scientific Publishing Company 2003; US$ 100.00

    Data mining and data modeling are hot topics and are under fast development. Because of their wide applications and rich research contents, many practitioners and academics are attracted to work in these areas. With a view to promoting communication and collaboration among the practitioners and researchers in Hong Kong, a workshop on data mining and... more...

  • Agent Intelligence Through Data Miningby Andreas L. Symeonidis; Pericles A. Mitkas

    Springer-Verlag New York Inc 2006; US$ 109.99

    Agent Intelligence Through Data Mining' unifies and integrates methodology, and provides the ability to infuse knowledge extracted by the use of data mining techniques into agents and multi-agent systems (MAS). more...

  • Agents and Data Mining Interactionby Longbing Cao; A.E. Gorodetsky; Jiming Liu; Gerhard Weiss; Philipp S. Yu

    Springer 2009; US$ 64.95

    This book constitutes the thoroughly refereed post-conference proceedings of the 4th International Workshop on Agents and Data Mining Interaction, ADMI 2009, held in Budapest, Hungary in May 10-15, 2009 as an associated event of AAMAS 2009, the 8th International Joint Conference on Autonomous Agents and Multiagent Systems. The 12 revised papers and... more...

  • Analysis of Rare Categoriesby Jingrui He

    Springer 2012; US$ 79.99

    In many real-world problems, rare categories (minority classes) play essential roles despite their extreme scarcity. The discovery, characterization and prediction of rare categories of rare examples may protect us from fraudulent or malicious behavior, aid scientific discovery, and even save lives. This book focuses on rare category analysis, where... more...