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Data mining

Most popular at the top

  • 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...

  • Data Mining and Knowledge Discovery Approaches Based on Rule Induction Techniquesby Evangelos Triantaphyllou; Giovanni Felici

    Springer-Verlag New York Inc 2006; US$ 249.00

    Gives the reader a perspective into the theory and practice of Data Mining and Knowledge Discovery (DM and KD). This book combines many theoretical foundations for various DM and KD methods, as well as offering examples. 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...

  • Handbook of Statistical Analysis and Data Mining Applicationsby Robert Nisbet; IV John Elder; Gary Miner

    Elsevier Science 2009; US$ 92.95

    The Handbook of Statistical Analysis and Data Mining Applications is a comprehensive professional reference book that guides business analysts, scientists, engineers and researchers (both academic and industrial) through all stages of data analysis, model building and implementation. The Handbook helps one discern the technical and business problem,... more...

  • Computational Framework for Knowledgeby Syed V. Ahamed

    Wiley 2009; US$ 177.00

    "Intriguing . . . [filled with] new ideas about overarching intellectual themes that govern our technologies and our society." — Nikil Jayant , Eminent Scholar, Georgia Research Alliance "Dr. Ahamed is correct in observing that 'silicon and glass have altered the rhythm of mind' and that computers need to be more 'human.'" — Bishnu S. Atal... more...

  • Text Miningby Michael W. Berry; Jacob Kogan

    Wiley 2010; US$ 101.95

    Text Mining: Applications and Theory presents the state-of-the-art algorithms for text mining from both the academic and industrial perspectives.  The contributors span several countries and scientific domains: universities, industrial corporations, and government laboratories, and demonstrate the use of techniques from machine learning, knowledge... more...