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Recent Advances in Knowledge-based Paradigms and Applications

Enhanced Applications Using Hybrid Artificial Intelligence Techniques

  • Book
  • © 2014

Overview

Editors:
  1. Jeffrey W. Tweedale

    1. Defence Science and Technology Organisation, Aerospace Division, Edinburgh, Australia

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    You can also search for this editor in PubMed   Google Scholar

  2. Lakhmi C. Jain

    1. Faculty of Education, Science, Technology & Mathematics, University of Canberra, Canberra, Australia

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  • Latest research in the field of knowledge-based paradigms and applications
  • Presents enhanced applications using hybrid artificial intelligence techniques
  • Written by experts in the field
  • Includes supplementary material: sn.pub/extras

Part of the book series: Advances in Intelligent Systems and Computing (AISC, volume 234)

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Table of contents (12 chapters)

  1. Front Matter

    Pages i-xxiv
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  2. Advances in Modern Artificial Intelligence

    • Jeffrey W. Tweedale, Lakhmi C. Jain
    Pages 1-18

  3. Computing Efficiently Spectral-Spatial Classification of Hyperspectral Images on Commodity GPUs

    • Pablo Quesada-Barriuso, Francisco Argüello, Dora B. Heras
    Pages 19-42

  4. Early Smoke Detection in Outdoor Space by Spatio-Temporal Clustering Using a Single Video Camera

    • Margarita Favorskaya, Konstantin Levtin
    Pages 43-56

  5. Using Evolved Artificial Neural Networks for Providing an Emergent Segmentation with an Active Net Model

    • Jorge Novo, Cristina V. Sierra, José Santos, Manuel G. Penedo
    Pages 57-72

  6. Shape from SEM Image Using Fast Marching Method and Intensity Modification by Neural Network

    • Yuji Iwahori, Kazuhiro Shibata, Haruki Kawanaka, Kenji Funahashi, Robert J. Woodham, Yoshinori Adachi
    Pages 73-86

  7. Fuzzy Evidence Reasoning and Navigational Position Fixing

    • Włodzimierz Filipowicz
    Pages 87-102

  8. Segmentation of Hyperspectral Images by Tuned Chromatic Watershed

    • Ramón Moreno, Manuel Graña
    Pages 103-113

  9. Impact of Migration Topologies on Performance of Teams of Agents

    • Piotr Jȩdrzejowicz, Izabela Wierzbowska
    Pages 115-128

  10. A Cooperative Agent-Based Multiple Neighborhood Search for the Capacitated Vehicle Routing Problem

    • Dariusz Barbucha
    Pages 129-143

  11. Building the “Automatic Body Condition Assessment System” (ABiCA), an Automatic Body Condition Scoring System using Active Shape Models and Machine Learning

    • Rafael Tedín, José A. Becerra, Richard J. Duro
    Pages 145-168

  12. The Impact of Network Characteristics on the Accuracy of Spatial Web Performance Forecasts

    • Leszek Borzemski, Anna Kamińska-Chuchmała
    Pages 169-179

  13. Using Multi-Agent Systems Technique for Developing an Autonomous Model Used to Analyze Work-Stress Data

    • Anusua Ghosh, Jeffery W. Tweedale, Andrew Nafalski
    Pages 181-201

  14. Back Matter

    Pages 203-205
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Keywords

About this book

This book presents carefully selected contributions devoted to the modern perspective of AI research and innovation. This collection covers several areas of applications and motivates new research directions. The theme across all chapters combines several domains of AI research, Computational Intelligence and Machine Intelligence including an introduction to  the recent research and models.

Each of the subsequent chapters reveals leading edge research and innovative solution that employ AI techniques with an applied perspective. The problems include classification of spatial images, early smoke detection in outdoor space from video images, emergent segmentation from image analysis, intensity modification in images, multi-agent modeling and analysis of stress. They all are novel pieces of work and demonstrate how AI research contributes to solutions for difficult real world problems that benefit the research community, industry and society.

Editors and Affiliations

  • Defence Science and Technology Organisation, Aerospace Division, Edinburgh, Australia

    Jeffrey W. Tweedale

  • Faculty of Education, Science, Technology & Mathematics, University of Canberra, Canberra, Australia

    Lakhmi C. Jain

Bibliographic Information

  • Book Title: Recent Advances in Knowledge-based Paradigms and Applications

  • Book Subtitle: Enhanced Applications Using Hybrid Artificial Intelligence Techniques

  • Editors: Jeffrey W. Tweedale, Lakhmi C. Jain

  • Series Title: Advances in Intelligent Systems and Computing

  • DOI: https://doi.org/10.1007/978-3-319-01649-8

  • Publisher: Springer Cham

  • eBook Packages: Engineering, Engineering (R0)

  • Copyright Information: Springer International Publishing Switzerland 2014

  • Softcover ISBN: 978-3-319-01648-1Published: 13 November 2013

  • eBook ISBN: 978-3-319-01649-8Published: 30 October 2013

  • Series ISSN: 2194-5357

  • Series E-ISSN: 2194-5365

  • Edition Number: 1

  • Number of Pages: XXIV, 205

  • Number of Illustrations: 85 b/w illustrations

  • Topics: Computational Intelligence, Artificial Intelligence

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