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Forthcoming Data Preparation & Mining Books

You are currently browsing 1–10 of 34 forthcoming new books in the subject of Data Preparation & Mining — sorted by publish date from upcoming books to future books.

For books that are already published; please browse available books.

Forthcoming Books

  1. Machine Learning

    An Algorithmic Perspective, Second Edition

    By Stephen Marsland

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

    A Proven, Hands-On Approach for Students without a Strong Statistical Foundation Since the best-selling first edition was published, there have been several prominent developments in the field of machine learning, including the increasing work on the statistical interpretations of machine learning...

    To Be Published October 5th 2014 by Chapman and Hall/CRC

  2. 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...

    To Be Published October 22nd 2014 by Chapman and Hall/CRC

  3. 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...

    To Be Published November 3rd 2014 by CRC Press

  4. 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...

    To Be Published November 16th 2014 by A K Peters/CRC Press

  5. Fundamentals of Database Indexing and Searching

    By Arnab Bhattacharya

    One of the most common and fundamental issues in large collections of data is the problem of searching for a particular piece of information efficiently. This book is the first of its kind to discuss back-end database indexing techniques that make searching efficient. It not only describes basic...

    To Be Published November 24th 2014 by Chapman and Hall/CRC

  6. Sparse Modeling

    Theory, Algorithms, and Applications

    By Irina Rish, Genady Grabarnik

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

    Sparse modeling is an important issue in many applications of machine learning and statistics where the main objective is discovering predictive patterns in data to enhance understanding of underlying physical, biological, and other natural processes. This book surveys recent advances in statistics...

    To Be Published December 3rd 2014 by CRC Press

  7. Statistics in MATLAB

    A Primer

    By MoonJung Cho, Wendy L. Martinez

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

    This primer illustrates the use of MATLAB® for statistical data analysis and research. It describes functions for statistics in the main MATLAB software package, the Statistics Toolbox, and the student version of MATLAB. The capabilities in the MATLAB Statistics Toolbox have increased tremendously...

    To Be Published December 18th 2014 by Chapman and Hall/CRC

  8. High-Dimensional Statistics

    By Christophe Giraud

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

    This book provides a straightforward, up-to-date introduction to high-dimensional statistics. It avoids any unnecessary technicalities, instead focusing on the main underlying concepts in simple settings. It gives readers a strong background in high-dimensional statistics by explaining key concepts...

    To Be Published December 29th 2014 by Chapman and Hall/CRC

  9. Machine Translation

    By Pushpak Bhattacharyya

    This accessible text explains machine translation through the study of phenomena, formalization, and elucidation of the techniques. It extensively uses case studies, examples, and historical perspectives. The book lucidly covers the foundations, insights, and case studies for practical...

    To Be Published January 14th 2015 by Chapman and Hall/CRC

  10. Social Media Mining

    By Hiroshi Ishikawa

    This book focuses on the basic concepts and the related technologies of data mining for social medial. Topics include: big data and social data, data mining for making a hypothesis, multivariate analysis for verifying the hypothesis, web mining and media mining, natural language processing, social...

    To Be Published January 31st 2015 by CRC Press