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Machine learning

167 results

Cognitive Computing and Big Data Analytics

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Cognitive Computing and Big Data Analytics

Judith Hurwitz, Marcia Kaufman, Adrian Bowles

Machine learning

Paperback

A comprehensive guide to learning technologies that unlock the value in big data Cognitive Computing provides detailed guidance... [more]

$78.95

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Machine Learning: A Bayesian and Optimization Perspective

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Machine Learning: A Bayesian and Optimization Perspective

Dr. Sergios Theodoridis

Steam engines; Machine learning

Hardback

This tutorial text gives a unifying perspective on machine learning by covering both probabilistic and deterministic approaches--which... [more]

$117.95

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Cambridge Series in Statistical and Probabilistic Mathematics: Large Sample Covariance Matrices and High-Dimensional Data Analysis

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Cambridge Series in Statistical and Probabilistic Mathematics: Large Sample...

Jianfeng Yao (The University of Hong Kong), Shurong Zheng, Zhidong Bai

Probability & statistics; Data capture & analysis; Machine learning; Pattern recognition

Hardback

High-dimensional statistical methods are at the heart of the new era of big data analytics. This book, written by leading... [more]

$118.95

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Activity Learning: Discovering, Recognizing, and Predicting Human Behavior from Sensor Data

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Activity Learning: Discovering, Recognizing, and Predicting Human Behavior...

Diane J. Cook, Narayanan C. Krishnan

Machine learning

Hardback

Defines the notion of an activity model learned from sensor data and presents key algorithms that form the core of the field... [more]

$185.95

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Machine Learning: Hands-On for Developers and Technical Professionals

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Machine Learning: Hands-On for Developers and Technical Professionals

Jason Bell

Machine learning

Paperback

Dig deep into the data with a hands-on guide to machine learning Machine Learning: Hands-On for Developers and Technical... [more]

$78.95

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Conformal Prediction for Reliable Machine Learning: Theory, Adaptations and Applications

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Conformal Prediction for Reliable Machine Learning: Theory, Adaptations...

Vineeth Balasubramanian, Shen-Shyang Ho, Vladimir Vovk

Machine learning

Paperback

The conformal predictions framework is a recent development in machine learning that can associate a reliable measure of confidence... [more]

$141.95

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Multi-Agent Machine Learning: A Reinforcement Approach

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Multi-Agent Machine Learning: A Reinforcement Approach

H. M. Schwartz

Machine learning

Hardback

The book begins with a chapter on traditional methods of supervised learning, covering recursive least squares learning, mean... [more]

$185.95

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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

Paperback

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

$78.95

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Kernel Methods and Machine Learning

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Kernel Methods and Machine Learning

S. Y. Kung (Princeton University, New Jersey)

Machine learning; Pattern recognition

Hardback

Containing numerous algorithms and major theorems, this step-by-step guide covers the fundamentals of kernel-based learning... [more]

$127.95

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Imbalanced Learning: Foundations, Algorithms, and Applications

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Imbalanced Learning: Foundations, Algorithms, and Applications

Haibo He, Yunqian Ma

Machine learning

Hardback

Solving imbalanced learning problems is critical in numerous data-intensive networked systems, including surveillance, security,... [more]

$208.95

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Network Anomaly Detection: A Machine Learning Perspective

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Network Anomaly Detection: A Machine Learning Perspective

Dhruba Kumar Bhattacharyya (Tezpur University, Assam, India), Jugal Kumar Kalita (University of Colorado, Colorado Springs, USA)

Network security; Machine learning

Hardback

With the rapid rise in the ubiquity and sophistication of Internet technology and the accompanying growth in the number of... [more]

$187.00

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Machine Learning: Theory and Applications

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Machine Learning: Theory and Applications

C. Radhakrishna Rao, Venu Govindaraju

Probability & statistics; Machine learning

Hardback

Statistical learning and analysis techniques have become important today, given the growth in the size of heterogeneous data... [more]

$295.95

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Modern Machine Learning Techniques and Their Applications in Cartoon Animation Research

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Modern Machine Learning Techniques and Their Applications in Cartoon Animation...

Jun Yu, Dacheng Tao

Electronics & communications engineering; Digital animation; Machine learning

Hardback

The integration of machine learning techniques and cartoon animation research is fast becoming a hot topic. [more]

$161.95

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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

Paperback

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

$72.95

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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]

$210.95

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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]

$169.95

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

978/110/709/9781107096394.jpg

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

978/052/151/9780521518147.jpg

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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