Computer Science & Engineering

Machine Learning and Pattern Recognition

Per Page:
Sort:

Artificial Intelligence for Autonomous Networks

1st Edition

Featured

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

Featured

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...

Handbook of Graphical Models

1st Edition

Marloes Maathuis, Mathias Drton, Steffen Lilholt Lauritzen, Martin Wainwright
November 16, 2018

A graphical model is a statistical model that is represented by a graph. The factorization properties underlying graphical models facilitate tractable computation with multivariate distributions, making the models a valuable tool with a plethora of applications. Furthermore, directed graphical...

Computational Context: The Value, Theory and Application of Context with AI

1st Edition

William F. Lawless, Ranjeev Mittu, Donald Sofge
November 15, 2018

This volume addresses context from three comprehensive perspectives: first, its importance, the issues surrounding context, and its value in the laboratory and the field; second, the theory guiding the AI used to model its context; and third, its applications in the field (e.g., decision-making)....

A Beginner’s Guide to Image Preprocessing Techniques

1st Edition

Jyotismita Chaki, Nilanjan Dey
November 14, 2018

For optimal computer vision outcomes, attention to image pre-processing is required so that one can improve image features by eliminating unwanted falsification. This book emphasizes various image pre-processing methods which are necessary for early extraction of features from the image. Effective...

The Beauty of Mathematics in Computer Science

1st Edition

Jun Wu
November 02, 2018

The Beauty of Mathematics in Computer Science explains the mathematical fundamentals of information technology products and services we use every day, from Google Web Search to GPS Navigation, and from speech recognition to CDMA mobile services. The book was published in Chinese in 2011 and has...

Data Analytics: Concepts, Techniques, and Applications

1st Edition

Mohiuddin Ahmed, Al-Sakib Khan Pathan
October 02, 2018

Large data sets arriving at every increasing speeds require a new set of efficient data analysis techniques. Data analytics are becoming an essential component for every organization and technologies such as health care, financial trading, Internet of Things, Smart Cities or Cyber Physical Systems....

Artificial Intelligence for Autonomous Networks

1st Edition

Mazin Gilbert
October 02, 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...

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...

Behavior Trees in Robotics and Al: An Introduction

1st Edition

Michele Colledanchise, Petter Ögren
July 24, 2018

Behavior Trees (BTs) provide a way to structure the behavior of an artificial agent such as a robot or a non-player character in a computer game. Traditional design methods, such as finite state machines, are known to produce brittle behaviors when complexity increases, making it very hard to add...

Introduction to Geometric Algebra Computing

1st Edition

Dietmar Hildenbrand
July 19, 2018

From the Foreword: "Dietmar Hildenbrand's new book, Introduction to Geometric Algebra Computing, in my view, fills an important gap in Clifford's geometric algebra literature…I can only congratulate the author for the daring simplicity of his novel educational approach taken in this book,...

Intelligent Video Surveillance Systems: An Algorithmic Approach

1st Edition

Maheshkumar H Kolekar
July 05, 2018

This book will provide an overview of techniques for visual monitoring including video surveillance and human activity understanding. It will present the basic techniques of processing video from static cameras, starting with object detection and tracking. The author will introduce further video...

Machine Learning and IoT: A Biological Perspective

1st Edition

Shampa Sen, Leonid Datta, Sayak Mitra
July 03, 2018

This book discusses some of the innumerable ways in which computational methods can be used to facilitate research in biology and medicine - from storing enormous amounts of biological data to solving complex biological problems and enhancing treatment of various grave diseases....

Artificial Intelligence: With an Introduction to Machine Learning, Second Edition

2nd Edition

Richard E. Neapolitan, Xia Jiang
May 16, 2018

The first edition of this popular textbook, Contemporary Artificial Intelligence, provided an accessible and student friendly introduction to AI. This fully revised and expanded update, Artificial Intelligence: With an Introduction to Machine Learning, Second Edition, retains the same accessibility...

Conferences

Year: