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Machine learning

174 results

Intelligent Sensor Networks: The Integration of Sensor Networks, Signal Processing and Machine Learning

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Intelligent Sensor Networks: The Integration of Sensor Networks, Signal...

Fei Hu (University of Alabama, Tuscaloosa, USA), Qi Hao

Communications engineering & telecommunications; Machine learning

Hardback

Although governments worldwide have invested significantly in intelligent sensor network research and applications, few books... [more]

$242.00

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Autonomous Learning Systems: From Data Streams to Knowledge in Real-time

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Autonomous Learning Systems: From Data Streams to Knowledge in Real-time...

Plamen Angelov

Electronics & communications engineering; Machine learning

Hardback

The result of over a decade of focused research and studies in this emerging area, Autonomous Learning Systems addresses... [more]

$219.95

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Machine Learning in Image Steganalysis

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Machine Learning in Image Steganalysis

Hans Georg Schaathun, Bogdan Vrusias

Machine learning; Signal processing

Hardback

Steganography is the art of communicating a secret message, hiding the very existence of a secret message. This book is an... [more]

$176.95

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Machine Learning: The Art and Science of Algorithms that Make Sense of Data

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Machine Learning: The Art and Science of Algorithms that Make Sense of Data...

Peter Flach (University of Bristol)

Algorithms & data structures; Machine learning

Hardback

Machine Learning brings together all the state-of-the-art methods for making sense of data. With hundreds of worked examples... [more]

$160.95

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Reinforcement and Systemic Machine Learning for Decision Making

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Reinforcement and Systemic Machine Learning for Decision Making

Parag Kulkarni, Bithika Samanta

Machine learning

Hardback

* Authors have both industrial and academic experiences * Case studies are included reflecting author's industrial experiences... [more]

$207.95

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Statistical and Machine Learning Approaches for Network Analysis

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Statistical and Machine Learning Approaches for Network Analysis

Matthias Dehmer, Subhash C. Basak

Combinatorics & graph theory; Machine learning

Hardback

* Provides a general framework for structurally analyzing graphs by bringing together known and novel approaches on graph... [more]

$207.95

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Optimal Learning

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Optimal Learning

Warren B. Powell, Ilya O. Ryzhov

Applied mathematics; Machine learning

Hardback

Learn the science of collecting information to make effective decisions Everyday decisions are made without the benefit... [more]

$208.95

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Density Ratio Estimation in Machine Learning

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Density Ratio Estimation in Machine Learning

Masashi Sugiyama (Tokyo Institute of Technology), Taiji Suzuki (University of Tokyo), Takafumi Kanamori (Nagoya University, Japan)

Machine learning; Pattern recognition

Hardback

Machine learning is an interdisciplinary field of science and engineering that studies mathematical theories and practical... [more]

$178.95

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Bayesian Reasoning and Machine Learning

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Bayesian Reasoning and Machine Learning

David Barber

Probability & statistics; Machine learning

Hardback

This practical introduction for final-year undergraduate and graduate students is ideally suited to computer scientists without... [more]

$110.95

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Scaling up Machine Learning: Parallel and Distributed Approaches

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Scaling up Machine Learning: Parallel and Distributed Approaches

Ron Bekkerman, Mikhail Bilenko, John Langford

Machine learning; Pattern recognition

Hardback

In many practical situations it is impossible to run existing machine learning methods on a single computer, because either... [more]

$118.95

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Cost-Sensitive Machine Learning

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Cost-Sensitive Machine Learning

Balaji Krishnapuram, Shipeng Yu, R. Bharat Rao

Algorithms & data structures; Machine learning

Hardback

In machine learning applications, practitioners must take into account the cost associated with the algorithm. These costs... [more]

$166.00

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Machine Learning and Knowledge Discovery for Engineering Systems Health Management

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Machine Learning and Knowledge Discovery for Engineering Systems Health...

Ashok N. Srivastava (Verizon, California, USA), Jiawei Han (University of Illinois at Urbana-Champaign, USA)

Engineering: general; Data mining; Machine learning

Hardback

Machine Learning and Knowledge Discovery for Engineering Systems Health Management presents state-of-the-art tools and techniques... [more]

$210.00

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Machine Learning Forensics for Law Enforcement, Security, and Intelligence

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Machine Learning Forensics for Law Enforcement, Security, and Intelligence...

Jesus Mena (Triangular Marketing, El Paso, Texas, USA)

Criminal investigation & detection; Data mining; Computer security; Machine learning

Hardback

Machine Learning Forensics for Law Enforcement, Security, and Intelligence [more]

$143.00

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Phase Transitions in Machine Learning

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Phase Transitions in Machine Learning

Lorenza Saitta, Attilio Giordana, Antoine Cornuejols

Machine learning

Hardback

This state-of-the-art overview describes how phase transitions occur and teaches appropriate methods for tackling the consequent... [more]

$127.95

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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]

$199.95

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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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On-Line Learning in Neural Networks

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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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Algebraic Geometry and Statistical Learning Theory

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Algebraic Geometry and Statistical Learning Theory

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, Latifur Khan, Mamoun Awad, Lei Wang

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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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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