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Data Preparation & Mining Books

You are currently browsing 1–10 of 92 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. Statistics in MATLAB

    A Primer

    By MoonJung Cho, Wendy L. Martinez

    Series: Chapman & Hall/CRC Computer Science & Data Analysis

    Fulfilling the need for a practical user’s guide, Statistics in MATLAB: A Primer provides an accessible introduction to the latest version of MATLAB® and its extensive functionality for statistics. Assuming a basic knowledge of statistics and probability as well as a fundamental understanding of...

    Published December 28th 2014 by Chapman and Hall/CRC

  2. Visualization Analysis and Design

    By Tamara Munzner

    Series: AK Peters Visualization Series

    Learn How to Design Effective Visualization Systems Visualization Analysis and Design provides a systematic, comprehensive framework for thinking about visualization in terms of principles and design choices. The book features a unified approach encompassing information visualization techniques for...

    Published November 30th 2014 by A K Peters/CRC Press

  3. 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 November 30th 2014 by CRC Press

  4. LogiQL

    A Query Language for Smart Databases

    By Terry Halpin, Spencer Rugaber

    Series: Emerging Directions in Database Systems and Applications

    LogiQL is a new state-of-the-art programming language based on Datalog. It can be used to build applications that combine transactional, analytical, graph, probabilistic, and mathematical programming. LogiQL makes it possible to build hybrid applications that previously required multiple...

    Published November 12th 2014 by CRC Press

  5. Regularization, Optimization, Kernels, and Support Vector Machines

    Edited by Johan A.K. Suykens, Marco Signoretto, Andreas Argyriou

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

    Regularization, Optimization, Kernels, and Support Vector Machines offers a snapshot of the current state of the art of large-scale machine learning, providing a single multidisciplinary source for the latest research and advances in regularization, sparsity, compressed sensing, convex and...

    Published October 22nd 2014 by Chapman and Hall/CRC

  6. 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

  7. 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

  8. 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

  9. 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

  10. 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