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Machine learning

173 results

Computational Intelligence: Concepts to Implementations

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Computational Intelligence: Concepts to Implementations

Russell C. Eberhart (Purdue School of Engineering), Yuhui Shi (Electronic Data Systems, Inc.)

Machine learning

Hardback

The 'soft' analytic tools that comprise the field of computational intelligence have matured to the extent that they can,... [more]

$103.95

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Learning from Data: Concepts, Theory, and Methods

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Learning from Data: Concepts, Theory, and Methods

Vladimir Cherkassky, Filip M. Mulier

Machine learning

Hardback

An interdisciplinary framework for learning methodologies, covering statistics, neural networks, and fuzzy logic, Learning... [more]

$264.95

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In Order to Learn: How the sequence of topics influences learning

$156.95

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The Text Mining Handbook: Advanced Approaches in Analyzing Unstructured Data

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The Text Mining Handbook: Advanced Approaches in Analyzing Unstructured...

Ronen Feldman (Bar-Ilan University, Israel), James Sanger (ABS Ventures, Boston, Massachusetts)

Mathematics & Sciences; Data mining; Machine learning

Paperback

Presents a comprehensive discussion of the state-of-the-art in text mining and link detection. In addition to providing an... [more]

$109.95

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Planning Algorithms

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Planning Algorithms

Steven M. LaValle (University of Illinois, Urbana-Champaign)

Mathematics & Sciences; Mathematical theory of computation; Machine learning

Hardback

Written for computer scientists and engineers with interests in artificial intelligence, robotics, or control theory, this... [more]

$143.95

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Perspectives on Adaptation in Natural and Artificial Systems

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Perspectives on Adaptation in Natural and Artificial Systems

Lashon Booker, Stephanie Forrest, Melanie Mitchell, Rick Riolo

Cognitivism, cognitive theory; Evolution; Artificial intelligence; Machine learning

Hardback

This title consists of 17 papers on the contributions of John Holland by a group of scholars from a wide range of fields,... [more]

$120.95

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Pattern Recognition Algorithms for Data Mining

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Pattern Recognition Algorithms for Data Mining

Sankar K. Pal, Pabitra Mitra

Machine learning

Hardback

Addresses different pattern recognition (PR) tasks in a unified framework with both theoretical and experimental results.... [more]

$210.00

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Practical Genetic Algorithms

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Practical Genetic Algorithms

Randy L. Haupt, Sue Ellen Haupt

Machine learning

Hardback

Deals with the fundamentals of genetic algorithms and their applications in a variety of different areas of engineering and... [more]

$218.95

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Blondie24: Playing at the Edge of AI

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Blondie24: Playing at the Edge of AI

David B. Fogel (Natural Selection, Inc.)

Artificial intelligence; Machine learning

Paperback

Tells the story of a computer that taught itself to play checkers far better than its creators ever could by using a program... [more]

$35.00

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Foundations of Genetic Algorithms 2001 (FOGA 6)

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Foundations of Genetic Algorithms 2001 (FOGA 6)

Worthy N. Martin, William M. Spears

Mathematical theory of computation; Machine learning

Hardback

Based on the metaphor of evolution, a genetic algorithm searches the information in a task and seeks the optimum solution... [more]

$160.00

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Statistical Mechanics of Learning

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Statistical Mechanics of Learning

Andreas Engel, Christian P. L. van den Broeck

Mathematical theory of computation; Artificial intelligence; Machine learning

Hardback

Artificial neural networks provide a simple framework for describing learning from examples. This account of important concepts... [more]

$214.95

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Illustrating Evolutionary Computation with Mathematica

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Illustrating Evolutionary Computation with Mathematica

Christian Jacob (University of Calgary)

Artificial intelligence; Machine learning

Hardback

Providing an introduction to evolutionary computation, this book explains the major branches of evolutionary computation:... [more]

$132.00

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Fuzzy Learning and Applications

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Fuzzy Learning and Applications

Marco Russo, Prof. Lakhmi C. Jain

Machine learning

Hardback

With low computational complexity and relatively short development time, fuzzy logic is an indispensable tool for engineering... [more]

$210.00

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An Introduction to Support Vector Machines and Other Kernel-based Learning Methods

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An Introduction to Support Vector Machines and Other Kernel-based Learning...

Nello Cristianini (University of London), John Shawe-Taylor (Royal Holloway, University of London), Nello Cristianini (University of London)

Data capture & analysis; Machine learning; Pattern recognition

Hardback

An introduction to this recent method for machine learning and data mining. [more]

$118.95

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Neural Network Learning: Theoretical Foundations

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Neural Network Learning: Theoretical Foundations

Martin Anthony, Peter L. Bartlett

Machine learning; Neural networks & fuzzy systems

Hardback

This book describes recent theoretical advances in the study of artificial neural networks. [more]

$167.95

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Statistical Learning Theory

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Statistical Learning Theory

Vladimir N. Vapnik

Functional analysis & transforms; Machine learning

Hardback

This book is devoted to the statistical theory of learning and generalization, that is, the problem of choosing the desired... [more]

$384.95

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Evolutionary Computation: The Fossil Record

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Evolutionary Computation: The Fossil Record

David B. Fogel

History of engineering & technology; Robotics; Mathematical theory of computation; Machine learning

Hardback

This text presents significant and historic papers on evolutionary computation ranging from the 1950s to the early 1990s.... [more]

$364.95

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Computational Learning Theory

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Computational Learning Theory

M.H.G. Anthony, N. Biggs

Machine learning

Paperback

This is a self contained volume in which the authors concentrate on the 'probably approximately correct model'. It will therefore... [more]

$59.95

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Computational Learning and Probabilistic Reasoning

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Computational Learning and Probabilistic Reasoning

A. Gammerman

Probability & statistics; Mathematical theory of computation; Machine learning

Hardback

This text is devoted to two interrelated techniques used in solving some important problems in machine intelligence and pattern... [more]

$529.95

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The Mathematics Of Generalization

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The Mathematics Of Generalization

David Wolpert

Functional analysis & transforms; Applied physics; Machine learning

Paperback

This volume grew out of a workshop designed to bring together researchers from different fields and includes contributions... [more]

$101.00

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Machine Intelligence 13: Machine Intelligence and Inductive Learning

$301.95

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Machine Learning for Subsurface Characterization

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Machine Learning for Subsurface Characterization

Siddharth Misra (Assistant Professor, Mewbourne School of Petroleum and Geological Engineering, University of Oklahoma, USA), Hao Li (Graduate Research Assistant, University of Oklahoma, USA), Jiabo He (Graduate Research Assistant in Petroleum Engineering, University of Oklahoma, USA)

Gas technology; Petroleum technology; Environmental science, engineering & technology; Machine learning

Paperback

Machine Learning for Subsurface Characterization focuses on the development and application of neural networks, deep learning,... [more]

$215.95

Forthcoming
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Fundamentals of Machine Learning

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Fundamentals of Machine Learning

Thomas Trappenberg (Professor of Computer Science, Professor of Computer Science, Dalhousie University)

Experimental psychology; Neurosciences; Artificial intelligence; Machine learning

Paperback

Interest in machine learning is exploding across the world, both in research and for industrial applications. Fundamentals... [more]

$61.95

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