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Machine learning

173 results

Handbook Of Machine Learning - Volume 2: Optimization And Decision Making

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Handbook Of Machine Learning - Volume 2: Optimization And Decision Making...

Tshilidzi Marwala (Univ Of Johannesburg, South Africa), Collins Achepsah Leke (Univ Of Johannesburh, South Africa)

Machine learning

Hardback

Building on Handbook of Machine Learning - Volume 1: Foundation of Artificial Intelligence, this volume on Optimization and... [more]

$236.00

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Interactive Task Learning: Humans, Robots, and Agents Acquiring New Tasks through Natural Interactions

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Interactive Task Learning: Humans, Robots, and Agents Acquiring New Tasks...

Kevin A. Gluck (Principal Cognitive Scientist, Air Force Research Laboratory), John E. Laird (Professor, University of Michigan)

Robotics; Machine learning

Hardback

Experts from a range of disciplines explore how humans and artificial agents can quickly learn completely new tasks through... [more]

$89.00

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Variational Bayesian Learning Theory

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Variational Bayesian Learning Theory

Shinichi Nakajima (Technische Universitat Berlin), Kazuho Watanabe, Masashi Sugiyama (University of Tokyo)

Science: general issues; Machine learning

Hardback

Designed for researchers and graduate students in machine learning, this book introduces the theory of variational Bayesian... [more]

$200.95

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Meta-Analytics: Consensus Approaches and System Patterns for Data Analysis

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Meta-Analytics: Consensus Approaches and System Patterns for Data Analysis...

Steven Simske (HP Fellow and Director, HP Labs, HP Inc, CO, USA)

Data capture & analysis; Machine learning

Paperback

Meta-Analytics: Consensus Approaches and System Patterns for Data Analysis presents an exhaustive set of patterns for data... [more]

$107.95

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Practical Guide for Biomedical Signals Analysis Using Machine Learning Techniques: A MATLAB Based Approach

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Practical Guide for Biomedical Signals Analysis Using Machine Learning Techniques:...

Abdulhamit Subasi (Professor of Information Systems at Effat University, Jeddah, Saudi Arabia)

Biomedical engineering; Machine learning

Paperback

Practical Guide for Biomedical Signals Analysis Using Machine Learning Techniques: A MATLAB Based Approach presents how machine... [more]

$230.95

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Machine Learning in Production: Developing and Optimizing Data Science Workflows and Applications

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Machine Learning in Production: Developing and Optimizing Data Science Workflows...

Andrew Kelleher, Adam Kelleher

Machine learning

Paperback

Machine Learning in Production is a crash course in data science and machine learning for people who need to solve real-world... [more]

$62.95

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Adversarial Machine Learning

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Adversarial Machine Learning

Anthony D. Joseph (University of California, Berkeley), Blaine Nelson, Benjamin I. P. Rubinstein (University of Melbourne), J. D. Tygar (University of California, Berkeley)

Computer security; Machine learning

Hardback

Combining essential theory and practical techniques for analysing system security, and building robust machine learning in... [more]

$118.95

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Data Science: Concepts and Practice

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Data Science: Concepts and Practice

Vijay Kotu (Vice President of Analytics at ServiceNow), Bala Deshpande (Founder, SimaFore)

Data capture & analysis; Machine learning

Paperback

Learn the basics of Data Science through an easy to understand conceptual framework and immediately practice using RapidMiner... [more]

$82.95

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Algorithmic Aspects of Machine Learning

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Algorithmic Aspects of Machine Learning

Ankur Moitra (Massachusetts Institute of Technology)

Probability & statistics; Algorithms & data structures; Machine learning

Hardback

Machine learning is reshaping our everyday life. This book explores the theoretical underpinnings in an accessible way, offering... [more]

$118.95

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Data-Driven Science and Engineering: Machine Learning, Dynamical Systems, and Control

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Data-Driven Science and Engineering: Machine Learning, Dynamical Systems,...

Steven L. Brunton (University of Washington), J. Nathan Kutz (University of Washington)

Optimisation; Robotics; Data mining; Mathematical theory of computation; Machine learning

Hardback

Data-driven discovery is revolutionizing the modeling, prediction, and control of complex systems. Aimed at advanced undergraduate... [more]

$90.95

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Computational Bayesian Statistics: An Introduction

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Computational Bayesian Statistics: An Introduction

M. Antonia Amaral Turkman (Universidade de Lisboa), Carlos Daniel Paulino (Universidade de Lisboa), Peter Muller (University of Texas, Austin)

Data analysis: general; Economic statistics; Probability & statistics; Machine learning

Hardback

This book explains the fundamental ideas of Bayesian analysis, with a focus on computational methods such as MCMC and available... [more]

$145.95

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High-Dimensional Statistics: A Non-Asymptotic Viewpoint

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High-Dimensional Statistics: A Non-Asymptotic Viewpoint

Martin J Wainwright (University of California Berkeley)

Data analysis: general; Economic statistics; Probability & statistics; Machine learning; Pattern recognition

Hardback

Recent years have seen an explosion in the volume and variety of data collected in scientific disciplines from astronomy to... [more]

$105.95

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Big Data and Machine Learning in Quantitative Investment

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Big Data and Machine Learning in Quantitative Investment

Tony Guida

Investment & securities; Databases; Machine learning

Hardback

Get to know the `why' and `how' of machine learning and big data in quantitative investment Big Data and Machine Learning... [more]

$84.95

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Source Separation and Machine Learning

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Source Separation and Machine Learning

Jen-Tzung Chien (Chair Professor, Department of Electrical and Computer Engineering, National Chiao Tung University, Taiwan)

Electronics engineering; Machine learning

Paperback

Source Separation and Machine Learning presents the fundamentals in adaptive learning algorithms for Blind Source Separation... [more]

$153.95

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Transfer Learning: Algorithms and Applications

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Transfer Learning: Algorithms and Applications

Makoto Yamada (Research Scientist at Yahoo Labs, Sunnyvale, CA, USA), Jianhui Chen (Research Scientist in Yahoo Labs, Sunnyvale, CA, USA), Yi Chang (Director of Sciences at Yahoo Labs, Sunnyvale, CA, USA)

Machine learning

Paperback

Transfer Learning: Algorithms and Applications presents an in-depth discussion on practices for transfer learning, exploring... [more]

$82.95

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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

Paperback

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

$69.95

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Introduction to Applied Linear Algebra: Vectors, Matrices, and Least Squares

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Introduction to Applied Linear Algebra: Vectors, Matrices, and Least Squares...

Stephen Boyd (Stanford University, California), Lieven Vandenberghe (University of California, Los Angeles)

Econometrics; Probability & statistics; Maths for engineers; Machine learning; Pattern recognition

Hardback

A groundbreaking introductory textbook covering the linear algebra methods... [more]

$65.95

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Deep Learning in Biometrics

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Deep Learning in Biometrics

Mayank Vatsa (IIIT Delhi, India), Richa Singh (IIIT Delhi, India), Angshul Majumdar (Indraprastha Institute of Information Technology, Delhi, India)

Automatic control engineering; Machine learning; Image processing

Hardback

Deep Learning is now synonymous with applied machine learning. Many technology giants (e.g. Google, Microsoft, Apple, IBM)... [more]

$221.00

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Machine Learning: A Constraint-Based Approach

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Machine Learning: A Constraint-Based Approach

Marco Gori (Department of Information Engineering and Mathematics, University of Siena, Italy)

Machine learning; Computer vision

Paperback

Machine Learning: A Constraint-Based Approach provides readers with a refreshing look at the basic models and algorithms of... [more]

$117.95

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Data Mining Applications with R

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Data Mining Applications with R

Zhao, Cen, Justin Cen

Industrial applications of scientific research & technological innovation; Programming & scripting languages: general; Data mining; Machine learning

Paperback

Suitable for researchers and professionals to understand the use of R, a free software environment for statistical computing... [more]

$94.95

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Theoretic Foundation of Predictive Data Analytics

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Theoretic Foundation of Predictive Data Analytics

Jun Huan

Probability & statistics; Algorithms & data structures; Maths for computer scientists; Machine learning

Paperback

Theoretic Foundation of Predictive Data Analytics presents the latest in data science, an area that is penetrating into virtually... [more]

$105.95

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Introduction to Machine Learning with Applications in Information Security

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Introduction to Machine Learning with Applications in Information Security...

Mark Stamp (Department of Computer Science, San Jose State University)

Probability & statistics; Automatic control engineering; Computer security; Machine learning

Hardback

This class-tested textbook will provide in-depth coverage of the fundamentals of machine learning, with an exploration of... [more]

$112.00

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Human and Machine Hearing: Extracting Meaning from Sound

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Human and Machine Hearing: Extracting Meaning from Sound

Richard F. Lyon

Machine learning; Signal processing

Hardback

Drawing on over thirty-five years of experience, Richard F. Lyon comprehensively describes how human hearing works and how... [more]

$99.95

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