Machine Learning and Pattern Recognition

PUBLISHED
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Getting Started with Business Analytics: Insightful Decision-Making
Published:
March 26, 2013
Author(s):
David Roi Hardoon; Galit Shmueli
Assuming no prior knowledge or technical skills, Getting Started with Business Analytics: Insightful Decision-Making explores the contents, capabilities, and applications of business analytics. It bridges the worlds of business and statistics and describes business analytics from a non-commercial …
  Hardback
$59.95
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Handbook of 3D Machine Vision: Optical Metrology and Imaging
Published:
March 15, 2013
Editor(s):
Song Zhang
With the ongoing release of 3D movies and the emergence of 3D TVs, 3D imaging technologies have penetrated our daily lives. Yet choosing from the numerous 3D vision methods available can be frustrating for scientists and engineers, especially without a comprehensive resource to consult. Filling …
  Hardback
$159.95
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Biometrics: From Fiction to Practice
Published:
January 07, 2013
Editor(s):
Yingzi (Eliza) Du
This book introduces readers to the basic concepts, classical approaches, and the newest design, development, and applications of biometrics. It also provides a glimpse of future designs and research directions in biometrics. In addition, it discusses some latest concerns and issues in this area. …
  Hardback
$149.95
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Support Vector Machines: Optimization Based Theory, Algorithms, and Extensions
Published:
December 17, 2012
Author(s):
Naiyang Deng; Yingjie Tian; Chunhua Zhang
Support Vector Machines: Optimization Based Theory, Algorithms, and Extensions presents an accessible treatment of the two main components of support vector machines (SVMs)—classification problems and regression problems. The book emphasizes the close connection between optimization theory and SVMs …
  Hardback
$89.95
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Internet-Scale Pattern Recognition: New Techniques for Voluminous Data Sets and Data Clouds
Published:
November 20, 2012
Author(s):
Anang Muhamad Amin; Asad Khan; Benny Nasution
For machine intelligence applications to work successfully, machines must perform reliably under variations of data and must be able to keep up with data streams. Internet-Scale Pattern Recognition: New Techniques for Voluminous Data Sets and Data Clouds unveils computational models that address …
  Hardback
$99.95
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Paradoxes in Scientific Inference
Published:
October 15, 2012
Author(s):
Mark Chang
Paradoxes are poems of science and philosophy that collectively allow us to address broad multidisciplinary issues within a microcosm. A true paradox is a source of creativity and a concise expression that delivers a profound idea and provokes a wild and endless imagination. The study of paradoxes …
  Paperback
$39.95
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Service-Oriented Distributed Knowledge Discovery
Published:
October 05, 2012
Author(s):
Domenico Talia; Paolo Trunfio
A new approach to distributed large-scale data mining, service-oriented knowledge discovery extracts useful knowledge from today’s often unmanageable volumes of data by exploiting data mining and machine learning distributed models and techniques in service-oriented infrastructures. …
  Hardback
$89.95
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Contemporary Artificial Intelligence
Published:
August 25, 2012
Author(s):
Richard E. Neapolitan; Xia Jiang
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The notion of artificial intelligence (AI) often sparks thoughts of characters from science fiction, such as the Terminator and HAL 9000. While these two artificial entities do not exist, the algorithms of AI have been able to address many real issues, from performing medical diagnoses to …
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$99.95
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Image Processing and Analysis with Graphs: Theory and Practice
Published:
July 03, 2012
Editor(s):
Olivier Lezoray; Leo Grady
Covering the theoretical aspects of image processing and analysis through the use of graphs in the representation and analysis of objects, Image Processing and Analysis with Graphs: Theory and Practice also demonstrates how these concepts are indispensible for the design of cutting-edge solutions …
  Hardback
$149.95
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Ensemble Methods: Foundations and Algorithms
Published:
June 06, 2012
Author(s):
Zhi-Hua Zhou
An up-to-date, self-contained introduction to a state-of-the-art machine learning approach, Ensemble Methods: Foundations and Algorithms shows how these accurate methods are used in real-world tasks. It gives you the necessary groundwork to carry out further research in this evolving field. After …
  Hardback
$79.95
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Data Mining "Nobel Prize" Awarded to Series Editor Vipin Kumar

The ACM SIGKDD 2012 Innovation Award, the highest award for technical excellence in the field of Knowledge Discovery and Data Mining (KDD), has been awarded to Prof. Vipin Kumar for his technical contributions to foundational research in data mining and its applications to mining scientific and climate data. Prof. Kumar is the editor of the Chapman & Hall/CRC Data Mining and Knowledge Discovery Series. He has pioneered research in the areas of high performance and parallel data mining. His research group has also been at the forefront in the development of data-driven discovery methods for analyzing global climate and ecosystem data.

 

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