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Data mining

Most popular at the top

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

    Springer 2006; US$ 169.00

    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...

  • Mining Sequential Patterns from Large Data Setsby Wei Wang; Jiong Yang

    Springer-Verlag New York Inc 2006; US$ 169.00

    The focus of this book is sequential pattern mining. In many applications, such as bioinformatics, web access traces, system utilization logs, etc., the data is naturally in the form of sequences. This information has been of great interest for analyzing the sequential data to find its inherent characteristics. Examples of sequential patterns include... more...

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

    Springer-Verlag New York Inc 2006; US$ 169.00

    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...

  • Data Mining and Knowledge Discovery Handbookby Oded Maimon; Lior Rokach

    Springer-Verlag New York Inc 2006; US$ 295.00

    Organizes major concepts, theories, methodologies, trends, challenges and applications of data mining (DM) and knowledge discovery in databases (KDD). This book provides algorithmic descriptions of classic methods, and also suitable for professionals in fields such as computing applications, information systems management, and more. more...

  • GPU-Based Interactive Visualization Techniquesby Daniel Weiskopf

    Springer 2006; US$ 189.00

    Focuses on efficient visualization techniques. Other aspects discussed in this book include parallelization on cluster computers with GPUs, adaptive rendering methods, multi-resolution models, and non-photorealistic rendering techniques for visualization. This book provides a basis to understand modern GPU-based visualization approaches. more...

  • Survey of Text Mining 2by Michael W. Berry; Malu Castellanos

    Springer 2007; US$ 109.00

    The proliferation of digital computing devices and their use in communication has resulted in an increased demand for systems and algorithms capable of mining textual data. Thus, the development of techniques for mining unstructured, semi-structured, and fully-structured textual data has become increasingly important in both academia and industry.... more...

  • Sequence Data Miningby Guozhu Dong; Jian Pei

    Springer 2007; US$ 169.00

    Understanding sequence data, and the ability to utilize this hidden knowledge, creates a significant impact on many aspects of our society. Examples of sequence data include DNA, protein, customer purchase history, web surfing history, and more. Sequence Data Mining provides balanced coverage of the existing results on sequence data mining, as well... more...

  • Text Miningby Sholom M. Weiss

    Springer 2010; US$ 129.00

    Text mining searches for regularities, patterns or trends in natural language text. This book focuses on the concepts and methods needed to expand horizons beyond structured, numeric data to automated mining of text samples. It is for researchers, computer scientists, and advanced undergraduates and graduates. more...

  • The Top Ten Algorithms in Data Miningby Xindong Wu; Vipin Kumar

    Taylor and Francis 2009; US$ 96.95

    Identifying some of the most influential algorithms that are widely used in the data mining community, The Top Ten Algorithms in Data Mining provides a description of each algorithm, discusses its impact, and reviews current and future research. Thoroughly evaluated by independent reviewers, each chapter focuses on a particular algorithm and is... more...

  • Practical DMX Queries for Microsoft SQL Server Analysis Services 2008by Art Tennick

    McGraw-Hill Education 2010; US$ 52.00

    250+ Ready-to-Use, Powerful DMX Queries Transform data mining model information into actionable business intelligence using the Data Mining Extensions (DMX) language. Practical DMX Queries for Microsoft SQL Server Analysis Services 2008 contains more than 250 downloadable DMX queries you can use to extract and visualize data. The application,... more...