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Artificial Intelligence Applications in Information and Communication Technologies

  • Book
  • © 2015

Overview

Editors:
  1. Yacine Laalaoui

    1. Taif University, Taif, Saudi Arabia

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    You can also search for this editor in PubMed   Google Scholar

  2. Nizar Bouguila

    1. Faculty of Engineering and Computer Science, Concordia Univ.,Concordia Institute for Information Systems Engineering, Montreal, Canada

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    You can also search for this editor in PubMed   Google Scholar

  • Recent research on Information and Communication Technologies
  • Presents applications of Artificial Intelligence
  • Written by experts in the field
  • Includes supplementary material: sn.pub/extras

Part of the book series: Studies in Computational Intelligence (SCI, volume 607)

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Table of contents (9 chapters)

  1. Front Matter

    Pages i-x
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  2. Search and Optimization

    1. Front Matter

      Pages 1-1
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    2. A Metaheuristic for Optimizing the Performance and the Fairness in Job Scheduling Systems

      • Dalibor Klusáček, Hana Rudová
      Pages 3-29

    3. Hybrid ACO and Tabu Search for Large Scale Information Retrieval

      • Yassine Drias, Samir Kechid
      Pages 31-50

    4. Hosting Clients in Clustered and Virtualized Environment: A Combinatorial Optimization Approach

      • Yacine Laalaoui, Jehad Al-Omari, Hedi Mhalla
      Pages 51-67

  3. Machine Learning

    1. Front Matter

      Pages 69-69
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    2. On the Application of Artificial Intelligence Techniques to Create Network Intelligence

      • Artur Arsenio
      Pages 71-97

    3. A Statistical Framework for Mental Targets Search Using Mixture Models

      • Taoufik Bdiri, Nizar Bouguila, Djemel Ziou
      Pages 99-118

    4. Variational Learning of Finite Inverted Dirichlet Mixture Models and Applications

      • Parisa Tirdad, Nizar Bouguila, Djemel Ziou
      Pages 119-145

    5. A Fully Bayesian Framework for Positive Data Clustering

      • Mohamed Al Mashrgy, Nizar Bouguila
      Pages 147-164

  4. Ontologies and Multi-agents

    1. Front Matter

      Pages 165-165
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    2. Applying Information Extraction for Abstracting and Automating CLI-Based Configuration of Network Devices in Heterogeneous Environments

      • A. Martinez, M. Yannuzzi, J. López, R. Serral-Gracià, W. Ramirez
      Pages 167-193

    3. MKMSIS: A Multi-agent Knowledge Management System for Industrial Sustainability

      • Virgilio López-Morales, Yacine Ouzrout, Thitiya Manakitsirisuthi, Abdelaziz Bouras
      Pages 195-213
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Keywords

About this book

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.

 

Editors and Affiliations

  • Taif University, Taif, Saudi Arabia

    Yacine Laalaoui

  • Faculty of Engineering and Computer Science, Concordia Univ.,Concordia Institute for Information Systems Engineering, Montreal, Canada

    Nizar Bouguila

Bibliographic Information

  • Book Title: Artificial Intelligence Applications in Information and Communication Technologies

  • Editors: Yacine Laalaoui, Nizar Bouguila

  • Series Title: Studies in Computational Intelligence

  • DOI: https://doi.org/10.1007/978-3-319-19833-0

  • Publisher: Springer Cham

  • eBook Packages: Engineering, Engineering (R0)

  • Copyright Information: Springer International Publishing Switzerland 2015

  • Hardcover ISBN: 978-3-319-19832-3Published: 15 July 2015

  • Softcover ISBN: 978-3-319-36526-8Published: 15 October 2016

  • eBook ISBN: 978-3-319-19833-0Published: 04 July 2015

  • Series ISSN: 1860-949X

  • Series E-ISSN: 1860-9503

  • Edition Number: 1

  • Number of Pages: X, 213

  • Number of Illustrations: 60 b/w illustrations, 5 illustrations in colour

  • Topics: Computational Intelligence, Artificial Intelligence

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