Machine Learning Products

By Manas Kamal Bhuyan

The book familiarizes readers with fundamental concepts and issues related to computer vision and major approaches that address them. The main focus is on image acquisition and image formation models, radiometric models of image formation, image formation in the camera, image processing concepts,…

Hardback – 2019-06-30 
CRC Press

Edited by Nilanjan Dey, Sanjeev Wagh, Parikshit N. Mahalle, Mohd. Shafi Pathan

The book focusses on how machine learning and Internet of Things (IoT) has empowered the advancement of information driven arrangements including key concepts and advancements. Ontologies that are used in heterogeneous IoT environment have been discussed including interpretation, context awareness,…

Hardback – 2019-05-13 
CRC Press
Computational Intelligence in Engineering Problem Solving

Edited by Paolo Barattini, Federico Vincentini, Gurvinder Singh Virk, Tamas Haidegger

Human-Robot Interaction: Safety, Standardization, and Benchmarking provides a comprehensive introduction to the new scenarios emerging where humans and robots interact in various environments and applications on a daily basis. The focus is on the current status and foreseeable implications of robot…

Hardback – 2019-05-01 
Chapman and Hall/CRC

Edited by Kuan-Ching Li, Beniamino Di Martino, Laurence T. Yang, Qingchen Zhang

Smart Data: State-of-the-Art Perspectives in Computing and Applications explores smart data computing techniques to provide intelligent decision making and prediction services support for business, science, and engineering. It also examines the latest research trends in fields related to smart data…

Hardback – 2019-03-26 
Chapman and Hall/CRC
Chapman & Hall/CRC Big Data Series

By Yunong Zhang, Dechao Chen, Chengxu Ye

Toward Deep Neural Networks: WASD Neuronet Models, Algorithms, and Applications introduces the outlook and extension toward deep neural networks, with a focus on the weights-and-structure determination (WASD) algorithm. Based on the authors’ 20 years of research experience on neuronets, the book…

Hardback – 2019-03-21 
Chapman and Hall/CRC
Chapman & Hall/CRC Artificial Intelligence and Robotics Series

By Kaushik Kumar, Supriyo Roy, J. Paulo Davim

This book covers the issues related to optimization of engineering and management problems using soft computing techniques with an industrial outlook. It covers a broad area related to real life complex decision making problems using a heuristics approach. It also explores a wide perspective and…

Hardback – 2019-03-13 
CRC Press
Science, Technology, and Management

By Elizabeth Ann Maharaj, Pierpaolo D'Urso, Jorge Caiado

The beginning of the age of artificial intelligence and machine learning has created new challenges and opportunities for data analysts, statisticians, mathematicians, econometricians, computer scientists and many others. At the root of these techniques are algorithms and methods for clustering and…

Hardback – 2019-03-12 
Chapman and Hall/CRC
Chapman & Hall/CRC Computer Science & Data Analysis

By Krzysztof Wolk

This book reviews ways to improve statistical machine speech translation between Polish and English. Research has been conducted mostly on dictionary-based, rule-based, and syntax-based, machine translation techniques. Most popular methodologies and tools are not well-suited for the Polish language…

Hardback – 2019-03-04 
CRC Press

Edited by Brij B. Gupta, Quan Z. Sheng

While Computer Security is a broader term which incorporates technologies, protocols, standards and policies to ensure the security of the computing systems including the computer hardware, software and the information stored in it, Cyber Security is a specific, growing field to protect computer…

Hardback – 2019-02-13
CRC Press

By David Burden, Maggi Savin-Baden

Virtual Humans provides a much-needed definition of what constitutes a ‘virtual human’ and places virtual humans within the wider context of Artificial Intelligence development. It explores the technical approaches to creating a virtual human, as well as emergent issues such as embodiment, identity…

Hardback – 2019-02-04
Chapman and Hall/CRC
Chapman & Hall/CRC Artificial Intelligence and Robotics Series

By Chong Li, Meikang Qiu

Reinforcement Learning for Cyber-Physical Systems: with Cybersecurity Case Studies was inspired by recent developments in the fields of reinforcement learning (RL) and cyber-physical systems (CPSs). Rooted in behavioral psychology, RL is one of the primary strands of machine learning. Different…

Hardback – 2019-02-04
Chapman and Hall/CRC

By Taylor Arnold, Michael Kane, Bryan W. Lewis

A Computational Approach to Statistical Learning gives a novel introduction to predictive modeling by focusing on the algorithmic and numeric motivations behind popular statistical methods. The text contains annotated code to over 80 original reference functions. These functions provide minimal…

Hardback – 2019-01-29
Chapman and Hall/CRC
Chapman & Hall/CRC Texts in Statistical Science