Machine Learning Products

By Saikat Basu

This book provides key insights into the world of Deep Learning pertaining to satellite image understanding. It highlights what differentiates satellite image datasets from other natural or synthetic images and how to tackle problems specific to these imagery data. From answering questions like how…

Hardback – 2020-04-15 
CRC Press

Edited by Dieu Tien Bui, Francisco Martínez Álvarez

Unexpected and extreme natural hazards resulting from the Earth's natural processes can be harmful to humans. As a result, powerful approaches have been developed to apply advanced machine learning and big data methods for extracting relevant patterns, high performance computing, and data…

Hardback – 2020-04-15 
CRC Press

Edited by Andrew Schumann

The notion of swarm intelligence was introduced for describing decentralized and self-organized behaviors of groups of animals. Then this idea was extrapolated to design groups of robots which interact locally to cumulate a collective reaction. Some natural examples of swarms are as follows: ant…

Hardback – 2020-04-15 
CRC Press

Edited by Yaniv Altshuler

This book offers a comprehensive analysis of the variety of tools and techniques used today for the design and modeling of efficient and robust swarm-intelligence based systems: highly (or fully) decentralized, semi-autonomous, highly-scalable infrastructures in various real-life scenarios. Among…

Hardback – 2020-04-15 
CRC Press

Edited by Brojo Kishore Mishra, Raghvendra Kumar

This volume, Natural Language Processing in Artificial Intelligence, focuses on natural language processing (NLP), artificial intelligence (AI), and allied areas. The book delves into natural language processing, which enables communication between people and computers and automatic translation to…

Hardback – 2020-04-04 
Apple Academic Press

Edited by Gulshan Shrivastava, Sheng-Lung Peng, Himani Bansal, Kavita Sharma, Meenakshi Sharma

This comprehensive and timely book, New Age Analytics: Transforming the Internet through Machine Learning, IoT, and Trust Modeling, explores the importance of tools and techniques used in machine learning, big data mining, and more. The book explains how advancements in the world of the web have…

Hardback – 2020-03-01 
Apple Academic Press

Edited by Anil Sawhney, Michael Riley, Javier Irizarry

Modelled on the concept of Industry 4.0, the idea of Construction 4.0 is based on a confluence of trends and technologies that promise to reshape the way built environment assets are designed, constructed and operated. With the pervasive use of Building Information Modelling (BIM), lean…

Hardback – 2020-02-25 
Routledge

Edited by Duanli Yan, André A. Rupp, Peter W. Foltz

"Automated scoring engines…require a careful balancing of the contributions of technology, NLP, psychometrics, artificial intelligence, and the learning sciences. This volume is evidence that the theories, methodologies, and underlying technology that surround automated scoring have reached…

Hardback – 2020-02-20 
Chapman and Hall/CRC
Chapman & Hall/CRC Statistics in the Social and Behavioral Sciences

By Mark Chang

Artificial Intelligence for Drug Development, Precision Medicine, and Healthcare covers exciting developments at the intersection of computer science and statistics. While much of machine-learning is statistics-based, achievements in deep learning for image and language processing rely on computer…

Hardback – 2020-02-12 
Chapman and Hall/CRC
Chapman & Hall/CRC Biostatistics Series

By Arun Reddy Nelakurthi, Jingrui He

In recent years social media has gained significant popularity and has become an essential medium of communication. Such user-generated content provides an excellent scenario for applying the metaphor of mining any information. Transfer learning is a research problem in machine learning that…

Hardback – 2020-02-03 
CRC Press
Data-Enabled Engineering

By Nirdosh Bhatnagar

The textbook, Introduction to Wavelet Transforms provides basics of wavelet transforms in a self-contained manner. Applications of wavelet transform theory permeate our daily lives. Therefore it is imperative to have a strong foundation for this subject. Features No prior knowledge of the…

Hardback – 2020-01-30 
Chapman and Hall/CRC

By Neeraj Kumar, Aaisha Makkar

This book covers the different technologies of Internet, and machine learning capabilities involved in Cognitive Internet of Things (CIoT). Machine learning is explored by covering all the technical issues and various models used for data analytics during decision making at different steps. It…

Hardback – 2020-01-28 
CRC Press