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Computational Intelligence Paradigms in Advanced Pattern Classification

  • Book
  • © 2012

Overview

Editors:
  1. Marek R. Ogiela

    1. , Institute of Automatics, AGH University of Science and Technology, Krakow, Poland

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    You can also search for this editor in PubMed   Google Scholar

  2. Lakhmi C Jain

    1. , School of Electrical and Information, University of South Australia, Adelaide, Australia

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  • Presents theoretical foundations as well as recent advances in pattern classification using computational intelligence paradigms
  • Includes a number of useful practical case studies
  • Written by leading experts in the field

Part of the book series: Studies in Computational Intelligence (SCI, volume 386)

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Table of contents (9 chapters)

  1. Front Matter

    Pages 1-11
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  2. Recent Advances in Pattern Classification

    • Marek R. Ogiela, Lakhmi C. Jain
    Pages 1-4

  3. Neural Networks for Handwriting Recognition

    • Marcus Liwicki, Alex Graves, Horst Bunke
    Pages 5-24

  4. Moving Object Detection from Mobile Platforms Using Stereo Data Registration

    • Angel D. Sappa, David Gerónimo, Fadi Dornaika, Mohammad Rouhani, Antonio M. López
    Pages 25-37

  5. Pattern Classifications in Cognitive Informatics

    • Lidia Ogiela
    Pages 39-57

  6. Optimal Differential Filter on Hexagonal Lattice

    • Suguru Saito, Masayuki Nakajiama, Tetsuo Shima
    Pages 59-87

  7. Graph Image Language Techniques Supporting Advanced Classification and Cognitive Interpretation of CT Coronary Vessel Visualizations

    • MirosÅ‚aw Trzupek
    Pages 89-111

  8. A Graph Matching Approach to Symmetry Detection and Analysis

    • Michael Chertok, Yosi Keller
    Pages 113-144

  9. Pattern Classification Methods for Analysis and Visualization of Brain Perfusion CT Maps

    • Tomasz Hachaj
    Pages 145-170

  10. Inference of Co-occurring Classes: Multi-class and Multi-label Classification

    • Tal Sobol-Shikler
    Pages 171-197

  11. Back Matter

    Pages 1-1
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Keywords

About this book

This monograph presents selected areas of application of pattern recognition and classification approaches including handwriting recognition, medical image analysis and interpretation, development of cognitive systems for image computer understanding, moving object detection, advanced image filtration and intelligent multi-object labelling and classification. It is directed to the scientists, application engineers, professors, professors and students will find this book useful.

Editors and Affiliations

  • , Institute of Automatics, AGH University of Science and Technology, Krakow, Poland

    Marek R. Ogiela

  • , School of Electrical and Information, University of South Australia, Adelaide, Australia

    Lakhmi C Jain

Bibliographic Information

  • Book Title: Computational Intelligence Paradigms in Advanced Pattern Classification

  • Editors: Marek R. Ogiela, Lakhmi C Jain

  • Series Title: Studies in Computational Intelligence

  • DOI: https://doi.org/10.1007/978-3-642-24049-2

  • Publisher: Springer Berlin, Heidelberg

  • eBook Packages: Engineering, Engineering (R0)

  • Copyright Information: Springer Berlin Heidelberg 2012

  • Hardcover ISBN: 978-3-642-24048-5Published: 13 January 2012

  • Softcover ISBN: 978-3-662-50710-0Published: 23 August 2016

  • eBook ISBN: 978-3-642-24049-2Published: 13 January 2012

  • Series ISSN: 1860-949X

  • Series E-ISSN: 1860-9503

  • Edition Number: 1

  • Number of Pages: XI, 199

  • Topics: Computational Intelligence, Artificial Intelligence, Pattern Recognition

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