Computer Science & Engineering

Machine Learning and Pattern Recognition

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Artificial Intelligence for Autonomous Networks

1st Edition


Mazin Gilbert
October 2, 2018

Artificial Intelligence for Autonomous Networks introduces the autonomous network by juxtaposing two unique technologies and communities: Networking and AI. The book reviews the technologies behind AI and software-defined network/network function virtualization, highlighting the exciting opportuniti...

Artificial Intelligence Safety and Security

1st Edition


Roman V. Yampolskiy
August 23, 2018

The history of robotics and artificial intelligence in many ways is also the history of humanity’s attempts to control such technologies. From the Golem of Prague to the military robots of modernity, the debate continues as to what degree of independence such entities should have and how to make s...

Computer Vision and Image Processing: Fundamentals and Applications

1st Edition

Manas Kamal Bhuyan
October 07, 2019

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

Data Driven Approaches for Healthcare: Machine learning for Identifying High Utilizers

1st Edition

Chengliang Yang, Chris Delcher, Elizabeth Shenkman, Sanjay Ranka
October 07, 2019

Health care utilization routinely generates vast amounts of data from sources ranging from electronic medical records, insurance claims, vital signs, and patient-reported outcomes. Predicting health outcomes using data modeling approaches is an emerging field that can reveal important insights into...

Emerging Trends in Disruptive Technology Management for Sustainable Development

1st Edition

Rik Das, Mahua Banerjee, Sourav De
October 07, 2019

Interdisciplinary approaches using Machine Learning and Deep Learning techniques are smartly addressing real life challenges and have emerged as an inseparable element of disruption in current times. Applications of Disruptive Technology in Management practices are an ever interesting domain for...

Hybrid Computational Intelligence: Research and Applications

1st Edition

Siddhartha Bhattacharyya, Václav Snášel, Indrajit Pan, Debashis De
September 30, 2019

Hybrid computational intelligent techniques are efficient in dealing with the real-world problems encountered in engineering fields. The primary objective of this book is to provide an exhaustive introduction as well as review of the hybrid computational intelligent paradigm, with supportive case...

Handbook of Big Data

1st Edition

Peter Bühlmann, Petros Drineas, Michael Kane, Mark van der Laan
September 27, 2019

Handbook of Big Data provides a state-of-the-art overview of the analysis of large-scale datasets. Featuring contributions from well-known experts in statistics and computer science, this handbook presents a carefully curated collection of techniques from both industry and academia. Thus, the text...

Designing Robot Behavior in Human-Robot Interactions

1st Edition

Changliu Liu, Te Tang, Hsien-Chung Lin, Masayoshi Tomizuka
September 25, 2019

In this book, we have set up a unified analytical framework for various human-robot systems, which involve peer-peer interactions (either space-sharing or time-sharing) or hierarchical interactions. A methodology in designing the robot behavior through control, planning, decision and learning is...

AI and SWARM: Evolutionary Approach to Emergent Intelligence

1st Edition

Hitoshi Iba
September 16, 2019

This book provides theoretical and practical knowledge on AI and swarm intelligence. It provides a methodology for EA (evolutionary algorithm)-based approach for complex adaptive systems with the integration of several meta-heuristics, e.g., ACO (Ant Colony Optimization), ABC (Artificial Bee Colony...

Medical Imaging: Artificial Intelligence, Image Recognition, and Machine Learning Techniques

1st Edition

K.C. Santosh, Sameer Antani, DS Guru, Nilanjan Dey
August 28, 2019

The book discusses varied topics pertaining to advanced or up-to-date techniques in medical imaging using artificial intelligence (AI), image recognition (IR) and machine learning (ML) algorithms/techniques. Further, coverage includes analysis of chest radiographs (chest x-rays) via stacked...

AI and Human Thought and Emotion

1st Edition

Sam Freed
August 20, 2019

The field of artificial intelligence (AI) has grown dramatically in recent decades from niche expert systems to the current myriad of deep machine learning applications that include personal assistants, natural-language interfaces, and medical, financial, and traffic management systems. This boom...

Brain–Computer Interfaces Handbook: Technological and Theoretical Advances

1st Edition

Chang S. Nam, Anton Nijholt, Fabien Lotte
August 19, 2019

Brain–Computer Interfaces Handbook: Technological and Theoretical Advances provides a tutorial and an overview of the rich and multi-faceted world of Brain–Computer Interfaces (BCIs). The authors supply readers with a contemporary presentation of fundamentals, theories, and diverse applications of...

A Concise Introduction to Machine Learning

1st Edition

A.C. Faul
August 12, 2019

The emphasis of the book is on the question of Why – only if why an algorithm is successful is understood, can it be properly applied, and the results trusted. Algorithms are often taught side by side without showing the similarities and differences between them. This book addresses the...

A Beginner’s Guide to Image Shape Feature Extraction Techniques

1st Edition

Jyotismita Chaki, Nilanjan Dey
August 12, 2019

This book emphasizes various image shape feature extraction methods which are necessary for image shape recognition and classification. Focussing on a shape feature extraction technique used in content-based image retrieval (CBIR), it explains different applications of image shape features in the...