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Proceedings of the 8th International Conference on Computer Recognition Systems CORES 2013

  • Conference proceedings
  • © 2013

Overview

Editors:
  1. Robert Burduk

    1. , Department of Systems and Computer, Wroclaw University of Technology, Wroclaw, Poland

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  2. Konrad Jackowski

    1. , Department of Systems and Computer, Wroclaw University of Technology, Wroclaw, Poland

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  3. Marek Kurzynski

    1. , Department of Systems and Computer, Wroclaw University of Technology, Wroclaw, Poland

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  4. Michał Wozniak

    1. , Department of Systems and Computer, Wroclaw University of Technology, Wroclaw, Poland

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  5. Andrzej Zolnierek

    1. , Department of Systems and Computer, Wroclaw University of Technology, Wroclaw, Poland

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  • Recent research in Computer Recognition Systems
  • Proceedings of the 8th International Conference on Computer Recognition Systems CORES 2013
  • Written by experts in the field

Part of the book series: Advances in Intelligent Systems and Computing (AISC, volume 226)

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About this book

The computer recognition systems are nowadays one of the most promising directions in artificial intelligence. This book is the most comprehensive study of this field. It contains a collection of 86 carefully selected articles contributed by experts of pattern recognition. It reports on current research with respect to both methodology and applications. In particular, it includes the following sections:

  • Biometrics
  • Data Stream Classification and Big Data Analytics 
  • Features, learning, and classifiers
  • Image processing and computer vision
  • Medical applications
  • Miscellaneous applications
  • Pattern recognition and image processing in robotics 
  • Speech and word recognition

This book is a great reference tool for scientists who deal with the problems of designing computer pattern recognition systems. Its target readers can be the as well researchers as students of computer science, artificial intelligence or robotics.

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Keywords

Table of contents (87 papers)

  1. Front Matter

    Pages 1-13
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  2. Features, Learning, and Classifiers

    1. Front Matter

      Pages 1-1
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    2. Toward Computer-Aided Interpretation of Situations

      • Juliusz L. Kulikowski
      Pages 3-18

    3. Classification of Multi-dimensional Distributions Using Order Statistics Criteria

      • A. Thomas, B. John Oommen
      Pages 19-29

    4. Knowledge Extraction from Graph-Based Structures in Conceptual Design

      • Grażyna Ślusarczyk
      Pages 31-40

    5. Estimation of the Relations of: Equivalence, Tolerance and Preference on the Basis of Pairwise Comparisons

      • Leszek Klukowski
      Pages 41-52

    6. Generalized Constraint Design of Linear-Phase FIR Digital Filters

      • Norbert Henzel, Jacek M. Leski
      Pages 53-62

    7. Reduced Kernel Extreme Learning Machine

      • Wanyu Deng, Qinghua Zheng, Kai Zhang
      Pages 63-69

    8. Using Positional Information in Modeling Inflorescence Discs

      • Malgorzata Prolejko
      Pages 71-80

    9. A New Method for Random Initialization of the EM Algorithm for Multivariate Gaussian Mixture Learning

      • Wojciech Kwedlo
      Pages 81-90

    10. Heuristic Optimization Algorithms for a Tree-Based Image Dissimilarity Measure

      • Bartłomiej Zieliński, Marcin Iwanowski
      Pages 91-100

    11. Model of Syntactic Recognition of Distorted String Patterns with the Help of GDPLL(k)-Based Automata

      • Janusz Jurek, Tomasz Peszek
      Pages 101-110

    12. Decision Rules in Simple Decision Systems over Ontological Graphs

      • Krzysztof Pancerz
      Pages 111-120

    13. Nonlinear Extension of the IRLS Classifier Using Clustering with Pairs of Prototypes

      • Michal Jezewski, Jacek M. Leski
      Pages 121-130

    14. Separable Linearization of Learning Sets by Ranked Layer of Radial Binary Classifiers

      • Leon Bobrowski, Magdalena Topczewska
      Pages 131-140

    15. Hidden Markov Models For Two-Dimensional Data

      • Janusz Bobulski
      Pages 141-149

    16. Methods of Learning Classifier Competence Applied to the Dynamic Ensemble Selection

      • Maciej Krysmann, Marek Kurzynski
      Pages 151-160

    17. The Method of Improving the Structure of the Decision Tree Given by the Experts

      • Robert Burduk
      Pages 161-167

  3. Biometrics

    1. Front Matter

      Pages 169-169
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    2. Face Detection and Recognition under Heterogeneous Database Based on Fusion of Catadioptric and PTZ Vision Sensors

      • Aditya Raj, Redouane Khemmar, Jean Yves Eratud, Xavier Savatier
      Pages 171-185
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Editors and Affiliations

  • , Department of Systems and Computer, Wroclaw University of Technology, Wroclaw, Poland

    Robert Burduk, Konrad Jackowski, Marek Kurzynski, Michał Wozniak, Andrzej Zolnierek

Bibliographic Information

  • Book Title: Proceedings of the 8th International Conference on Computer Recognition Systems CORES 2013

  • Editors: Robert Burduk, Konrad Jackowski, Marek Kurzynski, Michał Wozniak, Andrzej Zolnierek

  • Series Title: Advances in Intelligent Systems and Computing

  • DOI: https://doi.org/10.1007/978-3-319-00969-8

  • Publisher: Springer Cham

  • eBook Packages: Engineering, Engineering (R0)

  • Copyright Information: Springer International Publishing Switzerland 2013

  • Softcover ISBN: 978-3-319-00968-1Published: 05 June 2013

  • eBook ISBN: 978-3-319-00969-8Published: 23 May 2013

  • Series ISSN: 2194-5357

  • Series E-ISSN: 2194-5365

  • Edition Number: 1

  • Number of Pages: XIV, 901

  • Number of Illustrations: 326 b/w illustrations

  • Topics: Computational Intelligence, Artificial Intelligence, Pattern Recognition

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