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  • Conference proceedings
  • © 2016

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

  • 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
  • Includes supplementary material: sn.pub/extras

Part of the book series: Advances in Intelligent Systems and Computing (AISC, volume 403)

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Table of contents (79 papers)

  1. Front Matter

    Pages i-xiv
  2. Features, Learning and Classifiers

    1. Front Matter

      Pages 1-1
    2. New Ordering-Based Pruning Metrics for Ensembles of Classifiers in Imbalanced Datasets

      • Mikel Galar, Alberto Fernández, Edurne Barrenechea, Humberto Bustince, Francisco Herrera
      Pages 3-15
    3. A Variant of the K-Means Clustering Algorithm for Continuous-Nominal Data

      • Aleksander Denisiuk, Michał Grabowski
      Pages 17-26
    4. A Wrapper Evolutionary Approach for Supervised Multivariate Discretization: A Case Study on Decision Trees

      • Sergio Ramírez-Gallego, Salvador García, José Manuel Benítez, Francisco Herrera
      Pages 47-58
    5. Electron Neutrino Classification in Liquid Argon Time Projection Chamber Detector

      • Piotr Płoński, Dorota Stefan, Robert Sulej, Krzysztof Zaremba
      Pages 71-79
    6. Stroke Tissue Pattern Recognition Based on CT Texture Analysis

      • Grzegorz Ostrek, Artur Nowakowski, Magdalena Jasionowska, Artur Przelaskowski, Kazimierz Szopiński
      Pages 81-90
    7. Conversion of Belief Networks into Belief Rules: A New Approach

      • Teresa Mroczek, Zdzislaw S. Hippe
      Pages 91-100
    8. The Multi-Ranked Classifiers Comparison

      • Norbert Jankowski
      Pages 111-123
    9. Detection of Elongated Structures with Hierarchical Active Partitions and CEC-Based Image Representation

      • Arkadiusz Tomczyk, Przemysław Spurek, Michał Podgórski, Krzysztof Misztal, Jacek Tabor
      Pages 159-168
    10. Text Detection in Document Images by Machine Learning Algorithms

      • Darko Zelenika, Janez Povh, Bernard Ženko
      Pages 169-179
    11. Blind Source Separation for Improved Load Forecasting on Individual Household Level

      • Krzysztof Gajowniczek, Tomasz Za̧bkowski, Ryszard Szupiluk
      Pages 181-190

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.

 

Editors and Affiliations

  • Department of Systems, Wrocław University of Technology, Wroclaw, Poland

    Robert Burduk, Andrzej Żołnierek

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

    Konrad Jackowski, Marek Kurzyński

  • Dept. of Systems and Computer Networks, Wrocław University of Technology, Wroclaw, Poland

    Michał Woźniak

Bibliographic Information

  • Book Title: Proceedings of the 9th International Conference on Computer Recognition Systems CORES 2015

  • Editors: Robert Burduk, Konrad Jackowski, Marek Kurzyński, Michał Woźniak, Andrzej Żołnierek

  • Series Title: Advances in Intelligent Systems and Computing

  • DOI: https://doi.org/10.1007/978-3-319-26227-7

  • Publisher: Springer Cham

  • eBook Packages: Engineering, Engineering (R0)

  • Copyright Information: Springer International Publishing Switzerland 2016

  • Softcover ISBN: 978-3-319-26225-3Published: 05 March 2016

  • eBook ISBN: 978-3-319-26227-7Published: 05 March 2016

  • Series ISSN: 2194-5357

  • Series E-ISSN: 2194-5365

  • Edition Number: 1

  • Number of Pages: XIV, 855

  • Number of Illustrations: 134 b/w illustrations, 145 illustrations in colour

  • Topics: Artificial Intelligence, Computational Intelligence, Pattern Recognition

Buy it now

Buying options

eBook USD 169.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 219.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access