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Advances in Intelligent Systems and Computing

Proceedings of the 9th International Conference on Computer Recognition Systems CORES 2015

Editors: Burduk, R., Jackowski, K., Kurzynski, M., Woźniak, M., Żołnierek, A. (Eds.)

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  • Recent research in Computer Recognition Systems
  • Proceedings of the 9th International Conference on Computer Recognition Systems CORES 2015
  • Presents both methodological issues and different application areas of pattern recognition
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eBook $269.00
price for USA in USD (gross)
  • ISBN 978-3-319-26227-7
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $349.99
price for USA in USD
  • ISBN 978-3-319-26225-3
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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 79 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:

  • Features, learning, and classifiers
  • Biometrics
  • Data Stream Classification and Big Data Analytics
  • Image processing and computer vision
  • Medical applications
  • Applications
RGB-D perception: recent developments and applications

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.

 

Table of contents (79 chapters)

Table of contents (79 chapters)
  • New Ordering-Based Pruning Metrics for Ensembles of Classifiers in Imbalanced Datasets

    Pages 3-15

    Galar, Mikel (et al.)

  • A Variant of the K-Means Clustering Algorithm for Continuous-Nominal Data

    Pages 17-26

    Denisiuk, Aleksander (et al.)

  • Combining One-vs-One Decomposition and Ensemble Learning for Multi-class Imbalanced Data

    Pages 27-36

    Krawczyk, Bartosz

  • Combining One-Versus-One and One-Versus-All Strategies to Improve Multiclass SVM Classifier

    Pages 37-45

    Chmielnicki, Wiesław (et al.)

  • A Wrapper Evolutionary Approach for Supervised Multivariate Discretization: A Case Study on Decision Trees

    Pages 47-58

    Ramírez-Gallego, Sergio (et al.)

Buy this book

eBook $269.00
price for USA in USD (gross)
  • ISBN 978-3-319-26227-7
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $349.99
price for USA in USD
  • ISBN 978-3-319-26225-3
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Proceedings of the 9th International Conference on Computer Recognition Systems CORES 2015
Editors
  • Robert Burduk
  • Konrad Jackowski
  • Marek Kurzynski
  • Michał Woźniak
  • Andrzej Żołnierek
Series Title
Advances in Intelligent Systems and Computing
Series Volume
403
Copyright
2016
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing Switzerland
eBook ISBN
978-3-319-26227-7
DOI
10.1007/978-3-319-26227-7
Softcover ISBN
978-3-319-26225-3
Series ISSN
2194-5357
Edition Number
1
Number of Pages
XIV, 855
Number of Illustrations
134 b/w illustrations, 145 illustrations in colour
Topics