Skip to main content
SpringerLink
Log in
Book cover

Artificial Intelligence and Soft Computing

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

  • Conference proceedings
  • © 2014
Download book PDF

Overview

Editors:
  1. Leszek Rutkowski

    1. Częstochowa University of Technology, Częstochowa, Poland

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  2. Marcin Korytkowski

    1. Częstochowa University of Technology, Częstochowa, Poland

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  3. Rafał Scherer

    1. Częstochowa University of Technology, Częstochowa, Poland

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  4. Ryszard Tadeusiewicz

    1. AGH University of Science and Technology, Kraków, Poland

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  5. Lotfi A. Zadeh

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

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  6. Jacek M. Zurada

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

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

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)

Included in the following conference series:

Conference proceedings info: ICAISC 2014.

Buy print copy

Softcover Book USD 109.99
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

Table of contents (69 papers)

  1. Front Matter

    Download chapter PDF

  2. Neural Networks and Their Applications

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. Hybrid System of ART and RBF Neural Networks for Classification of Vibration Signals and Operational States of Wind Turbines

      • Andrzej Bielecki, Tomasz Barszcz, Mateusz Wójcik, Marzena Bielecka
      Pages 3-11
      Download chapter PDF

    3. The Parallel Approach to the Conjugate Gradient Learning Algorithm for the Feedforward Neural Networks

      • Jarosław Bilski, Jacek Smoląg, Alexander I. Galushkin
      Pages 12-21
      Download chapter PDF

    4. 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
      Download chapter PDF

    5. Application of Support Vector Machines, Convolutional Neural Networks and Deep Belief Networks to Recognition of Partially Occluded Objects

      • Joseph Lin Chu, Adam Krzyżak
      Pages 34-46
      Download chapter PDF

    6. A New Multilayer Perceptron Initialisation Method with Selection of Weights on the Basis of the Function Variability

      • Krzysztof Halawa
      Pages 47-58
      Download chapter PDF

    7. Soft Committee Machine Using Simple Derivative Term

      • Kazuyuki Hara, Kentaro Katahira
      Pages 59-66
      Download chapter PDF

    8. Representations of Highly-Varying Functions by One-Hidden-Layer Networks

      • Věra Kůrková
      Pages 67-76
      Download chapter PDF

    9. Non-euclidean Principal Component Analysis for Matrices by Hebbian Learning

      • Mandy Lange, David Nebel, Thomas Villmann
      Pages 77-88
      Download chapter PDF

    10. Spin-glass Implementation of a Hopfield Neural Structure

      • Łukasz Laskowski, Magdalena Laskowska, Jerzy Jelonkiewicz, Arnaud Boullanger
      Pages 89-96
      Download chapter PDF

    11. Neural-Network Based Robust FTC: Application to Wind Turbines

      • Marcel Luzar, Marcin Witczak, Józef Korbicz, Piotr Witczak
      Pages 97-108
      Download chapter PDF

    12. An Improved Adaptive Self-Organizing Map

      • Dominik Olszewski
      Pages 109-120
      Download chapter PDF

    13. Usage of the TRACO Compiler for Neural Network Parallelization

      • Marek Palkowski, Wlodzimierz Bielecki
      Pages 121-130
      Download chapter PDF

    14. Training Neural Networks on Noisy Data

      • Andrzej Rusiecki, Mirosław Kordos, Tomasz Kamiński, Krzysztof Greń
      Pages 131-142
      Download chapter PDF

    15. 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
      Download chapter PDF

    16. Boundedness of Weight Elimination for BP Neural Networks

      • Jian Wang, Jacek M. Zurada, Yanjiang Wang, Jing Wang, Guofang Xie
      Pages 155-165
      Download chapter PDF

  3. Fuzzy Systems and Their Applications

    1. Front Matter

      Pages 167-167
      Download chapter PDF

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

      • Łukasz Bartczuk, Andrzej Przybył, Petia Koprinkova-Hristova
      Pages 169-180
      Download chapter PDF

    3. Intuitionistic Fuzzy Decision Trees - A New Approach

      • Paweł Bujnowski, Eulalia Szmidt, Janusz Kacprzyk
      Pages 181-192
      Download chapter PDF
Back to top

Other volumes

  1. Artificial Intelligence and Soft Computing

  2. Artificial Intelligence and Soft Computing

Keywords

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.

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

Publish with us

Policies and ethics

Back to top

Search

Navigation