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Machine learning

164 results

An Elementary Introduction to Statistical Learning Theory

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An Elementary Introduction to Statistical Learning Theory

Sanjeev Kulkarni, Gilbert Harman

Probability & statistics; Machine learning

Hardback

* Serves as a fundamental introduction to statistical learning theory and its role in understanding human learning and inductive... [more]

$191.95

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Evaluating Learning Algorithms: A Classification Perspective

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Evaluating Learning Algorithms: A Classification Perspective

Nathalie Japkowicz (University of Ottawa), Mohak Shah (McGill University, Montreal)

Machine learning; Pattern recognition

Hardback

This book gives a solid basis for conducting performance evaluations of learning algorithms in practical settings with an... [more]

$196.95

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Uncertainty Analysis in Rainfall-Runoff Modelling - Application of Machine Learning Techniques: UNESCO-IHE PhD Thesis

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Uncertainty Analysis in Rainfall-Runoff Modelling - Application of Machine...

Durga Lal Shrestha

Hydrology & the hydrosphere; Machine learning

Paperback

Describes the use of machine learning techniques to build predictive models of uncertainty with application to hydrological... [more]

$141.00

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Grammatical Inference: Learning Automata and Grammars

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Grammatical Inference: Learning Automata and Grammars

Colin de la Higuera

Natural language & machine translation; Machine learning

Hardback

Grammatical inference connects with many scientific disciplines, including bio-informatics, computational linguistics and... [more]

$138.95

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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

Paperback

This book describes theoretical advances in the study of artificial neural networks. It explores probabilistic models of supervised... [more]

$69.95

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Publications of the Newton Institute: On-Line Learning in Neural Networks

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Publications of the Newton Institute: On-Line Learning in Neural Networks...

David Saad (Aston University)

Machine learning; Neural networks & fuzzy systems

Paperback

On-line learning is one of the most commonly used techniques for training large layered networks. Traditional methods have... [more]

$65.95

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Machine Learning Methods in the Environmental Sciences: Neural Networks and Kernels

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Machine Learning Methods in the Environmental Sciences: Neural Networks...

William W. Hsieh (University of British Columbia, Vancouver)

The environment; Environmental science, engineering & technology; Computer science; Machine learning; Neural networks & fuzzy systems

Hardback

Machine learning methods are used in various fields in environmental sciences today. This is the first single-authored textbook... [more]

$109.95

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Cambridge Monographs on Applied and Computational Mathematics: Algebraic Geometry and Statistical Learning Theory

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Cambridge Monographs on...

Sumio Watanabe (Tokyo Institute of Technology)

Mathematics & Sciences; Algebraic geometry; Machine learning

Hardback

Sure to be influential, this book lays the foundations for the use of algebraic geometry in statistical learning theory. Many... [more]

$118.95

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Design and Implementation of Data Mining Tools

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Design and Implementation of Data Mining Tools

Bhavani Thuraisingham (The University of Texas at Dallas, USA), Latifur Khan (University of Texas at Dallas, Richardson, Texas, USA), Mamoun Awad (United Arab Emirates University), Lei Wang (Microsoft Corporation, Redmond, Washington, USA)

Databases; Machine learning

Hardback

Showing how data mining tools are developed, this practical guide explains how to use intrusion detection for security applications,... [more]

$183.00

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Predicting Structured Data

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Predicting Structured Data

Gokhan BakIr, Thomas Hofmann, Bernhard Scholkopf, Alexander J. Smola, Ben Taskar

Machine learning

Paperback

State-of-the-art algorithms and theory in a novel domain of machine learning, prediction when the output has structure. [more]

$85.00

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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]

$254.95

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

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

Frank E. Ritter (Associate Professor of Information Sciences, The Pennsylvania State University), Josef Nerb (Professor of Psychology, University of Freiburg), Erno Lehtinen (Professor of Education, University of Turku), Timothy O'Shea (Principal, Edinburgh University)

Experimental psychology; Learning; Computer architecture & logic design; Machine learning

Hardback

The order that material, for both facts and skills, is presented or explored by a learner can influence what is learned, how... [more]

$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 (Indian Institute of Technology, Kanpur, India)

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]

$210.95

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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

978/052/178/9780521780193.jpg

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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