Information Technology

Intelligent Systems

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

Artificial Intelligence and the Two Singularities

Calum Chace
April 26, 2018

The science of AI was born a little over 60 years ago, but for most of that time its achievements were modest. In 2012 it experienced a big bang, when a branch of statistics called Machine Learning (and a sub-branch called Deep Learning) was applied to it. Now machines have surpassed humans in...

The Nano Age of Digital Immunity Infrastructure Fundamentals and Applications: The Intelligent Cyber Shield for Smart Cities

Rocky Termanini
March 15, 2018

Present anti-virus technologies do not have the symmetrical weaponry to defeat massive DDoS attacks on smart cities. Smart cities require a new set of holistic and AI-centric cognitive technology, such as autonomic components that replicate the human immune system, and a smart grid that connects...

Big Data and Computational Intelligence in Networking

Yulei Wu, Fei Hu, Geyong Min, Albert Y. Zomaya
December 27, 2017

This book presents state-of-the-art solutions to the theoretical and practical challenges stemming from the leverage of big data and its computational intelligence in supporting smart network operation, management, and optimization. In particular, the technical focus covers the comprehensive...

Discrete Problems in Nature Inspired Algorithms

Anupam Prof. Shukla, Ritu Tiwari
December 26, 2017

This book includes introduction of several algorithms which are exclusively for graph based problems, namely combinatorial optimization problems, path formation problems, etc. Each chapter includes the introduction of the basic traditional nature inspired algorithm and discussion of the modified...

Recent Advances in Artificial Neural Networks

L. C. Jain
December 13, 2017

Neural networks represent a new generation of information processing paradigms designed to mimic-in a very limited sense-the human brain. They can learn, recall, and generalize from training data, and with their potential applications limited only by the imaginations of scientists and engineers,...

Anti-Spam Techniques Based on Artificial Immune System

Ying Tan
November 01, 2017

Email has become an indispensable communication tool in daily life. However, high volumes of spam waste resources, interfere with productivity, and present severe threats to computer system security and personal privacy. This book introduces research on anti-spam techniques based on the artificial...

Hybrid Intelligent Techniques for Pattern Analysis and Understanding

Siddhartha Bhattacharyya, Anirban Mukherjee, Indrajit Pan, Paramartha Dutta, Arup Kumar Bhaumik
October 26, 2017

Hybrid Intelligent Techniques for Pattern Analysis and Understanding outlines the latest research on the development and application of synergistic approaches to pattern analysis in real-world scenarios. An invaluable resource for lecturers, researchers, and graduates students in computer science...

Computation for Humanity: Information Technology to Advance Society

Justyna Zander, Pieter J. Mosterman
October 23, 2017

The exponential progress and accessibility of computing has vastly increased data flows and revolutionized the practice of science, engineering, and communication. Computing plays a critical role in advancing research across almost every scientific discipline. Computation for Humanity: Information...

Granular Computing: Analysis and Design of Intelligent Systems

Witold Pedrycz
October 12, 2017

Information granules, as encountered in natural language, are implicit in nature. To make them fully operational so they can be effectively used to analyze and design intelligent systems, information granules need to be made explicit. An emerging discipline, granular computing focuses on...

Manufacturing Optimization through Intelligent Techniques (2006)

Rajendran Saravanan
September 28, 2017

Effective utilization of equipment is critical to any manufacturing operation, especially with today's sophisticated, high-cost equipment and increased global competition. To meet these challenges in the manufacturing industry, you must understand and implement the myriad conventional and...

Genetic Algorithms for Pattern Recognition

Sankar K. Pal, Paul P. Wang
September 20, 2017

Solving pattern recognition problems involves an enormous amount of computational effort. By applying genetic algorithms - a computational method based on the way chromosomes in DNA recombine - these problems are more efficiently and more accurately solved. Genetic Algorithms for Pattern...