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  • Conference proceedings
  • © 2014

Artificial Intelligence and Soft Computing

13th International Conference, ICAISC 2014, Zakopane, Poland, June 1-5, 2014, Proceedings, Part I

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 8467)

Part of the book sub series: Lecture Notes in Artificial Intelligence (LNAI)

Conference series link(s): ICAISC: International Conference on Artificial Intelligence and Soft Computing

Conference proceedings info: ICAISC 2014.

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  • ISBN: 978-3-319-07173-2
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Table of contents (69 papers)

  1. Front Matter

  2. Neural Networks and Their Applications

    1. Front Matter

      Pages 1-1
    2. The Parallel Approach to the Conjugate Gradient Learning Algorithm for the Feedforward Neural Networks

      • Jarosław Bilski, Jacek Smoląg, Alexander I. Galushkin
      Pages 12-21
    3. A Cascade Neural Network Architecture Investigating Surface Plasmon Polaritons Propagation for Thin Metals in OpenMP

      • Francesco Bonanno, Giacomo Capizzi, Grazia Lo Sciuto, Christian Napoli, Giuseppe Pappalardo, Emiliano Tramontana
      Pages 22-33
    4. Soft Committee Machine Using Simple Derivative Term

      • Kazuyuki Hara, Kentaro Katahira
      Pages 59-66
    5. Non-euclidean Principal Component Analysis for Matrices by Hebbian Learning

      • Mandy Lange, David Nebel, Thomas Villmann
      Pages 77-88
    6. Spin-glass Implementation of a Hopfield Neural Structure

      • Łukasz Laskowski, Magdalena Laskowska, Jerzy Jelonkiewicz, Arnaud Boullanger
      Pages 89-96
    7. Neural-Network Based Robust FTC: Application to Wind Turbines

      • Marcel Luzar, Marcin Witczak, Józef Korbicz, Piotr Witczak
      Pages 97-108
    8. An Improved Adaptive Self-Organizing Map

      • Dominik Olszewski
      Pages 109-120
    9. Usage of the TRACO Compiler for Neural Network Parallelization

      • Marek Palkowski, Wlodzimierz Bielecki
      Pages 121-130
    10. Training Neural Networks on Noisy Data

      • Andrzej Rusiecki, Mirosław Kordos, Tomasz Kamiński, Krzysztof Greń
      Pages 131-142
    11. Principal Component Analysis to Reduce Forecasting Error of Industrial Energy Consumption in Models Based on Neural Networks

      • Isaac Santos Sacramento, Gueibi Peres Souza, Raul Sidnei Wazlawick
      Pages 143-154
    12. Boundedness of Weight Elimination for BP Neural Networks

      • Jian Wang, Jacek M. Zurada, Yanjiang Wang, Jing Wang, Guofang Xie
      Pages 155-165
  3. Fuzzy Systems and Their Applications

    1. Front Matter

      Pages 167-167
    2. New Method for Nonlinear Fuzzy Correction Modelling of Dynamic Objects

      • Łukasz Bartczuk, Andrzej Przybył, Petia Koprinkova-Hristova
      Pages 169-180
    3. Intuitionistic Fuzzy Decision Trees - A New Approach

      • Paweł Bujnowski, Eulalia Szmidt, Janusz Kacprzyk
      Pages 181-192

Other Volumes

  1. Artificial Intelligence and Soft Computing

    13th International Conference, ICAISC 2014, Zakopane, Poland, June 1-5, 2014, Proceedings, Part I
  2. Artificial Intelligence and Soft Computing

    13th International Conference, ICAISC 2014, Zakopane, Poland, June 1-5, 2014, Proceedings, Part II

About this book

The two-volume set LNAI 8467 and LNAI 8468 constitutes the refereed proceedings of the 13th International Conference on Artificial Intelligence and Soft Computing, ICAISC 2014, held in Zakopane, Poland in June 2014. 
The 139 revised full papers presented in the volumes, were carefully reviewed and selected from 331 submissions. The 69 papers included in the first volume are focused on the following topical sections: Neural Networks and Their Applications, Fuzzy Systems and Their Applications, Evolutionary Algorithms and Their Applications, Classification and Estimation, Computer Vision, Image and Speech Analysis, and Special Session 3: Intelligent Methods in Databases.
The 71 papers in the second volume are organized in the following subjects: Data Mining, Bioinformatics, Biometrics and Medical Applications, Agent Systems, Robotics and Control, Artificial Intelligence in Modeling and Simulation, Various Problems of Artificial Intelligence, Special Session 2: Machine Learning for Visual Information Analysis and Security, Special Session 1: Applications and Properties of Fuzzy Reasoning and Calculus, and Clustering.

Keywords

  • bioinformatics
  • clustering and classification
  • data mining
  • heterogeneous (hybrid) systems
  • image processing
  • machine learning
  • multi-core processing
  • neural networks
  • pattern recognition
  • peer-to-peer networks
  • support vector machines
  • survival analysis
  • visualization

Editors and Affiliations

  • Częstochowa University of Technology, Częstochowa, Poland

    Leszek Rutkowski, Marcin Korytkowski, Rafał Scherer

  • AGH University of Science and Technology, Kraków, Poland

    Ryszard Tadeusiewicz

  • Computer Science Division, Department of Electrical Engineering and Computer Sciences, University of California Berkeley, Berkeley, USA

    Lotfi A. Zadeh

  • Computational Intelligence Laboratory, Electrical and Computer Engineering, University of Louisville, Louisville, USA

    Jacek M. Zurada

Bibliographic Information

Buying options

eBook USD 109.00
Price excludes VAT (USA)
  • ISBN: 978-3-319-07173-2
  • Instant PDF download
  • Readable on all devices
  • Own it forever
  • Exclusive offer for individuals only
  • Tax calculation will be finalised during checkout
Softcover Book USD 139.99
Price excludes VAT (USA)