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Data Mining

Most popular at the top

  • R in a Nutshellby Joseph Adler

    O'Reilly Media 2010; US$ 35.99

    Why learn R? Because it's rapidly becoming the standard for developing statistical software. R in a Nutshell provides a quick and practical way to learn this increasingly popular open source language and environment. You'll not only learn how to program in R, but also how to find the right user-contributed R packages for statistical modeling, visualization,... more...

  • Biological Data Miningby Jake Y. Chen; Stefano Lonardi

    CRC Press 2009; US$ 121.95

    SEQUENCE, STRUCTURE, AND FUNCTION Consensus Structure Prediction for RNA Alignments Junilda Spirollari and Jason T.L. Wang Invariant Geometric Properties of Secondary Structure Elements in Proteins Matteo Comin, Concettina Guerra, and Giuseppe Zanotti Discovering 3D Motifs in RNA Alberto Apostolico, Giovanni Ciriello, Christine... more...

  • Scientific Data Managementby Arie Shoshani; Doron Rotem

    CRC Press 2009; US$ 109.95

    "? Each chapter contains insights and experience gleaned by experts and luminaries in storage who are confronting and managing the data tsunami that has now inundated the leading-edge scientific and supercomputing centers around the world. Individuals in a variety of scientific and commercial areas who are struggling to manage large amounts of data... more...

  • Multimedia Data Miningby Zhongfei Zhang; Ruofei Zhang

    CRC Press 2008; US$ 109.95

    INTRODUCTION Introduction Defining the Area A Typical Architecture of a Multimedia Data Mining System The Content and the Organization of This Book The Audience of This Book Further Readings THEORY AND TECHNIQUES Feature and Knowledge Representation for Multimedia Data Basic Concepts Feature Representation Knowledge... more...

  • Hadoop: The Definitive Guideby Tom White

    O'Reilly Media 2010; US$ 39.99

    Discover how Apache Hadoop can unleash the power of your data. This comprehensive resource shows you how to build and maintain reliable, scalable, distributed systems with the Hadoop framework -- an open source implementation of MapReduce, the algorithm on which Google built its empire. Programmers will find details for analyzing datasets of any... more...

  • Cassandra: The Definitive Guideby Eben Hewitt

    O'Reilly Media 2010; US$ 31.99

    What could you do with data if scalability wasn't a problem? With this hands-on guide, you'll learn how Apache Cassandra handles hundreds of terabytes of data while remaining highly available across multiple data centers -- capabilities that have attracted Facebook, Twitter, and other data-intensive companies. Cassandra: The Definitive Guide provides... more...

  • Data Miningby Mehmed Kantardzic

    Wiley 2011; US$ 123.00

    This book reviews state-of-the-art methodologies and techniques for analyzing enormous quantities of raw data in high-dimensional data spaces, to extract new information for decision making. The goal of this book is to provide a single introductory source, organized in a systematic way, in which we could direct the readers in analysis of large data... more...

  • Music Emotion Recognitionby Yi-Hsuan Yang; Homer H. Chen

    CRC Press 2011; US$ 99.95

    Introduction Importance of Music Emotion Recognition Recognizing the Perceived Emotion of Music Issues of Music Emotion Recognition      Ambiguity and Granularity of Emotion Description       Heavy Cognitive Load of Emotion Annotation      Subjectivity of Emotional Perception       Semantic Gap between Low-Level Audio Signal and High-Level Human... more...

  • TV Content Analysisby Yiannis Kompatsiaris; Bernard Merialdo; Shiguo Lian

    CRC Press 2012; US$ 109.95

    CONTENT EXTRACTION Local Spatiotemporal Features for Robust Content-Based Video Copy Detection; Geert Willems, Tinne Tuytelaars, and Luc Van Gool Cross-Domain Learning for Semantic Concept Detection; Wei Jiang, Alexander Loui, And Shih-Fu Chang TV Content Analysis and Annotation for Parental Control; Thanassis Perperis and Sofia Tsekeridou Robust,... more...

  • Sentiment Analysis and Opinion Miningby Bing Liu

    Morgan & Claypool Publishers 2012; US$ 40.00

    Sentiment analysis and opinion mining is the field of study that analyzes people's opinions, sentiments, evaluations, attitudes, and emotions from written language. It is one of the most active research areas in natural language processing and is also widely studied in data mining, Web mining, and text mining. In fact, this research has spread outside... more...