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Data Preparation & Mining Books

You are currently browsing 1–10 of 134 new and published books in the subject of Data Preparation & Mining — sorted by publish date from newer books to older books.

For books that are not yet published; please browse forthcoming books.

New and Published Books

  1. Ambient Diagnostics

    By Yang Cai

    Ambient Diagnostics addresses innovative methods for discovering patterns from affordable devices, such as mobile phones, watches, cameras, and game interfaces, to interpret multimedia data for personal health monitoring and diagnosis. This is the first comprehensive textbook for multidisciplinary...

    Published September 10th 2014 by CRC Press

  2. Robust Cluster Analysis and Variable Selection

    By Gunter Ritter

    Series: Chapman & Hall/CRC Monographs on Statistics & Applied Probability

    Clustering remains a vibrant area of research in statistics. Although there are many books on this topic, there are relatively few that are well founded in the theoretical aspects. In Robust Cluster Analysis and Variable Selection, Gunter Ritter presents an overview of the theory and applications...

    Published September 1st 2014 by Chapman and Hall/CRC

  3. Data Classification

    Algorithms and Applications

    Edited by Charu C. Aggarwal

    Series: Chapman & Hall/CRC Data Mining and Knowledge Discovery Series

    Comprehensive Coverage of the Entire Area of Classification Research on the problem of classification tends to be fragmented across such areas as pattern recognition, database, data mining, and machine learning. Addressing the work of these different communities in a unified way, Data...

    Published July 24th 2014 by Chapman and Hall/CRC

  4. Big Data Analytics Strategies for the Smart Grid

    By Carol L. Stimmel

    By implementing a comprehensive data analytics program, utility companies can meet the continually evolving challenges of modern grids that are operationally efficient, while reconciling the demands of greenhouse gas legislation and establishing a meaningful return on investment from smart grid...

    Published July 24th 2014 by Auerbach Publications

  5. Large Scale and Big Data

    Processing and Management

    Edited by Sherif Sakr, Mohamed Gaber

    Large Scale and Big Data: Processing and Management provides readers with a central source of reference on the data management techniques currently available for large-scale data processing. Presenting chapters written by leading researchers, academics, and practitioners, it addresses the...

    Published June 24th 2014 by Auerbach Publications

  6. Linked Data Management

    Edited by Andreas Harth, Katja Hose, Ralf Schenkel

    Series: Emerging Directions in Database Systems and Applications

    Linked Data Management presents techniques for querying and managing Linked Data that is available on today’s Web. The book shows how the abundance of Linked Data can serve as fertile ground for research and commercial applications. The text focuses on aspects of managing large-scale collections...

    Published April 30th 2014 by Chapman and Hall/CRC

  7. Big Data, Mining, and Analytics

    Components of Strategic Decision Making

    By Stephan Kudyba

    There is an ongoing data explosion transpiring that will make previous creations, collections, and storage of data look trivial. Big Data, Mining, and Analytics: Components of Strategic Decision Making ties together big data, data mining, and analytics to explain how readers can leverage them to...

    Published March 11th 2014 by Auerbach Publications

  8. Mining User Generated Content

    Edited by Marie-Francine Moens, Juanzi Li, Tat-Seng Chua

    Series: Social Media and Social Computing

    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...

    Published January 27th 2014 by Chapman and Hall/CRC

  9. Bayesian Programming

    By Pierre Bessiere, Emmanuel Mazer, Juan Manuel Ahuactzin, Kamel Mekhnacha

    Series: Chapman & Hall/CRC Machine Learning & Pattern Recognition

    Probability as an Alternative to Boolean LogicWhile logic is the mathematical foundation of rational reasoning and the fundamental principle of computing, it is restricted to problems where information is both complete and certain. However, many real-world problems, from financial investments to...

    Published December 19th 2013 by Chapman and Hall/CRC

  10. Business Analytics

    An Introduction

    Edited by Jay Liebowitz

    Together, Big Data, high-performance computing, and complex environments create unprecedented opportunities for organizations to generate game-changing insights that are based on hard data. Business Analytics: An Introduction explains how to use business analytics to sort through an ever-increasing...

    Published December 18th 2013 by Auerbach Publications