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Data mining

  • Making Sense of Data Iby Glenn J. Myatt; Wayne P. Johnson

    Wiley 2014; US$ 74.95

    With a focus on the needs of educators and students, Making Sense of Data presents the steps and issues that need to be considered in order to successfully complete a data analysis or data mining project.  This Second Edition focuses on basic data analysis approaches that are necessary to complete a diverse range of projects.  New examples... more...

  • Haskell Data Analysis Cookbookby Nishant Shukla

    Packt Publishing 2014; US$ 32.99

    Step-by-step recipes filled with practical code samples and engaging examples demonstrate Haskell in practice, and then the concepts behind the code. This book shows functional developers and analysts how to leverage their existing knowledge of Haskell specifically for high-quality data analysis. A good understanding of data sets and functional programming... more...

  • Discovering Knowledge in Databy Daniel T. Larose

    Wiley 2014; US$ 89.95

    The second edition of a highly praised, successful reference on data mining, with thorough coverage of big data applications, predictive analytics, and statistical analysis. Includes new chapters on Multivariate Statistics, Preparing to Model the Data, and Imputation of Missing Data, and an Appendix on Data Summarization and Visualization Offers... more...

  • Unervised Learning via Self-Organizationby Matthew Kyan; Paisarn Muneesawang; Kambiz Jarrah; Ling Guan

    Wiley 2014; US$ 125.00

    A new approach to unsupervised learning Evolving technologies have brought about an explosion of information in recent years, but the question of how such information might be effectively harvested, archived, and analyzed remains a monumental challenge—for the processing of such information is often fraught with the need for conceptual interpretation:... more...

  • Reasoning Techniques for the Web of Databy A. Hogan

    IOS Press 2014; US$ 87.00

    Linked Data publishing has brought about a novel ?Web of Data?: a wealth of diverse, interlinked, structured data published on the Web. These Linked Datasets are described using the Semantic Web standards and are openly available to all, produced by governments, businesses, communities and academia alike. However, the heterogeneity of such data ? in... more...

  • Pentaho Analytics for MongoDBby Bo Borland

    Packt Publishing 2014; US$ 16.99

    This is an easy-to-follow guide on the key integration points between Pentaho and MongoDB. This book employs a practical approach designed to have Pentaho configured to talk to MongoDB early on so that you see rapid results.This book is intended for business analysts, data architects, and developers new to either Pentaho or MongoDB who want to be able... more...

  • Energy-Efficient Area Coverage for Intruder Detection in Sensor Networksby Shibo He; Jiming Chen; Junkun Li; Youxian Sun

    Springer 2014; US$ 54.99

    This Springer Brief presents recent research results on area coverage for intruder detection from an energy-efficient perspective. These results cover a variety of topics, including environmental surveillance and security monitoring. The authors also provide the background and range of applications for area coverage and elaborate on system models such... more...

  • Proactive Data Mining with Decision Treesby Haim Dahan; Shahar Cohen; Lior Rokach; Oded Maimon

    Springer 2014; US$ 54.99

    This book explores a proactive and domain-driven method to classification tasks. This novel proactive approach to data mining not only induces a model for predicting or explaining a phenomenon, but also utilizes specific problem/domain knowledge to suggest specific actions to achieve optimal changes in the value of the target attribute. In particular,... more...

  • Service Miningby Wei-Lun Chang

    Business Expert Press 2014; US$ 19.95

    The shifting focus of service from the 1980s to 2000s has proved that IT not only lowers the cost of service but creates avenues to enhance and increase revenue through service. The new type of service, e-service, is mobile, flexible, interactive, and interchangeable. While service science provides an avenue for future service researches, the specific... more...

  • Mining User Generated Contentby Marie-Francine Moens; Juanzi Li; Tat-Seng Chua

    Taylor and Francis 2014; US$ 99.95

    Originating from Facebook, LinkedIn, Twitter, Instagram, YouTube, and many other networking sites, the social media shared by users and the associated metadata are collectively known as user generated content (UGC). To analyze UGC and glean insight about user behavior, robust techniques are needed to tackle the huge amount of real-time, multimedia,... more...