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Data mining

Most popular at the top

  • 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...

  • 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...

  • 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...

  • Data Miningby Ian H. Witten; Eibe Frank; Mark A. Hall

    Elsevier Science 2011; US$ 69.95

    Data Mining: Practical Machine Learning Tools and Techniques offers a thorough grounding in machine learning concepts as well as practical advice on applying machine learning tools and techniques in real-world data mining situations. This highly anticipated third edition of the most acclaimed work on data mining and machine learning will teach... more...

  • Data Mining and Statistics for Decision Makingby Tuffé; Sté ry; phane

    Wiley 2011; US$ 99.95

    Data mining is the process of automatically searching large volumes of data for models and patterns using computational techniques from statistics, machine learning and information theory; it is the ideal tool for such an extraction of knowledge. Data mining is usually associated with a business or an organization's need to identify trends and profiles,... more...

  • Dark Webby Hsinchun Chen

    Springer 2011; US$ 189.00

    The University of Arizona Artificial Intelligence Lab (AI Lab) Dark Web project is a long-term scientific research program that aims to study and understand the international terrorism (Jihadist) phenomena via a computational, data-centric approach. We aim to collect "ALL" web content generated by international terrorist groups, including... more...

  • Mining Text Databy Charu C. Aggarwal; ChengXiang Zhai

    Springer 2012; US$ 149.00

    Text mining applications have experienced tremendous advances because of web 2.0 and social networking applications. Recent advances in hardware and software technology have lead to a number of unique scenarios where text mining algorithms are learned. "Mining Text Data" introduces an important niche in the text analytics field, and is an... more...