Artificial Intelligence Applications in Information and Communication Technologies

✍ Scribed by Yacine Laalaoui, Nizar Bouguila (eds.)

• Publisher: Springer International Publishing
• Year: 2015
• Tongue: English
• Leaves: 216
• Series: Studies in Computational Intelligence 607
• Edition: 1
• Category: Library

✦ Synopsis

This book presents various recent applications of Artificial Intelligence in Information and Communication Technologies such as Search and Optimization methods, Machine Learning, Data Representation and Ontologies, and Multi-agent Systems. The main aim of this book is to help Information and Communication Technologies (ICT) practitioners in managing efficiently their platforms using AI tools and methods and to provide them with sufficient Artificial Intelligence background to deal with real-life problems.

✦ Table of Contents

Front Matter....Pages i-x
Front Matter....Pages 1-1
A Metaheuristic for Optimizing the Performance and the Fairness in Job Scheduling Systems....Pages 3-29
Hybrid ACO and Tabu Search for Large Scale Information Retrieval....Pages 31-50
Hosting Clients in Clustered and Virtualized Environment: A Combinatorial Optimization Approach....Pages 51-67
Front Matter....Pages 69-69
On the Application of Artificial Intelligence Techniques to Create Network Intelligence....Pages 71-97
A Statistical Framework for Mental Targets Search Using Mixture Models....Pages 99-118
Variational Learning of Finite Inverted Dirichlet Mixture Models and Applications....Pages 119-145
A Fully Bayesian Framework for Positive Data Clustering....Pages 147-164
Front Matter....Pages 165-165
Applying Information Extraction for Abstracting and Automating CLI-Based Configuration of Network Devices in Heterogeneous Environments....Pages 167-193
MKMSIS: A Multi-agent Knowledge Management System for Industrial Sustainability....Pages 195-213

✦ Subjects

Computational Intelligence; Artificial Intelligence (incl. Robotics)