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Artificial Intelligence and Soft Computing

14th International Conference, ICAISC 2015, Zakopane, Poland, June 14-18, 2015, Proceedings, Part I

  • Conference proceedings
  • © 2015

Overview

Editors:
  1. Leszek Rutkowski

    1. Częstochowa University of Technology, Częstochowa, Poland

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  2. Marcin Korytkowski

    1. Częstochowa University of Technology, Częstochowa, Poland

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  3. Rafal Scherer

    1. Częstochowa University of Technology, Częstochowa, Poland

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  4. Ryszard Tadeusiewicz

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

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  5. Lotfi A. Zadeh

    1. University of California, Berkeley, USA

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  6. Jacek M. Zurada

    1. University of Louisville, Louisville, USA

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 9119)

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

Included in the following conference series:

Conference proceedings info: ICAISC 2015.

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Table of contents (72 papers)

  1. Front Matter

    Pages 1-23
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  2. Neural Networks and Their Applications

    1. Front Matter

      Pages 1-1
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    2. Parallel Approach to the Levenberg-Marquardt Learning Algorithm for Feedforward Neural Networks

      • Jarosław Bilski, Jacek Smoląg, Jacek M. Żurada
      Pages 3-14

    3. Microarray Leukemia Gene Data Clustering by Means of Generalized Self-organizing Neural Networks with Evolving Tree-Like Structures

      • Marian B. Gorzałczany, Jakub Piekoszewski, Filip Rudziński
      Pages 15-25

    4. Innovative Types and Abilities of Neural Networks Based on Associative Mechanisms and a New Associative Model of Neurons

      • Adrian Horzyk
      Pages 26-38

    5. Complexity of Shallow Networks Representing Finite Mappings

      • Věra Kůrková
      Pages 39-48

    6. Probabilistic Neural Network Training Procedure with the Use of SARSA Algorithm

      • Maciej Kusy, Roman Zajdel
      Pages 49-58

    7. Extensions of Hopfield Neural Networks for Solving of Stereo-Matching Problem

      • Łukasz Laskowski, Jerzy Jelonkiewicz, Yoichi Hayashi
      Pages 59-71

    8. Molecular Approach to Hopfield Neural Network

      • Łukasz Laskowski, Magdalena Laskowska, Jerzy Jelonkiewicz, Arnaud Boullanger
      Pages 72-78

    9. Toward Work Groups Classification Based on Probabilistic Neural Network Approach

      • Christian Napoli, Giuseppe Pappalardo, Emiliano Tramontana, Robert K. Nowicki, Janusz T. Starczewski, Marcin Woźniak
      Pages 79-89

    10. Adaptation of RBM Learning for Intel MIC Architecture

      • Tomasz Olas, Wojciech K. Mleczko, Robert K. Nowicki, Roman Wyrzykowski, Adam Krzyzak
      Pages 90-101

    11. Using an Artificial Neural Network to Predict Loop Transformation Time

      • Marek Palkowski, Wlodzimierz Bielecki
      Pages 102-111

    12. Using Parity-N Problems as a Way to Compare Abilities of Shallow, Very Shallow and Very Deep Architectures

      • Paweł Różycki, Janusz Kolbusz, Tomasz Bartczak, Bogdan M. Wilamowski
      Pages 112-122

    13. Product Multi-kernels for Sensor Data Analysis

      • Petra Vidnerová, Roman Neruda
      Pages 123-133

  3. Fuzzy Systems and Their Applications

    1. Front Matter

      Pages 135-135
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    2. A Fuzzy Approach to Competitive Clusters Using Moore Families

      • Victor Gerardo Alfaro-Garcia, Anna Maria Gil-Lafuente, Anna Klimova
      Pages 137-148

    3. A Fingerprint Retrieval Technique Using Fuzzy Logic-Based Rules

      • Rosario Arjona, Iluminada Baturone
      Pages 149-159

    4. Initial Comparison of Formal Approaches to Fuzzy and Rough Sets

      • Adam Grabowski, Takashi Mitsuishi
      Pages 160-171

    5. Comparative Approach to the Multi-Valued Logic Construction for Preferences

      • Krystian Jobczyk, Antoni Ligęza, Maroua Bouzid, Jerzy Karczmarczuk
      Pages 172-183

    6. Learning Rules for Type-2 Fuzzy Logic System in the Control of DeNOx Filter

      • Marcin Kacprowicz, Adam Niewiadomski, Krzysztof Renkas
      Pages 184-194
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Other volumes

  1. Artificial Intelligence and Soft Computing

  2. Artificial Intelligence and Soft Computing

Keywords

About this book

The two-volume set LNAI 9119 and LNAI 9120 constitutes the refereed proceedings of the 14th International Conference on Artificial Intelligence and Soft Computing, ICAISC 2015, held in Zakopane, Poland in June 2015. The 142 revised full papers presented in the volumes, were carefully reviewed and selected from 322 submissions. These proceedings present both traditional artificial intelligence methods and soft computing techniques. The goal is to bring together scientists representing both areas of research. The first volume covers topics as follows 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 the workshop: large-scale visual recognition and machine learning. The second volume has the focus on the following subjects: data mining, bioinformatics, biometrics and medical applications, concurrent and parallel processing, agent systems, robotics and control, artificial intelligence in modeling and simulation and various problems of artificial intelligence.

Editors and Affiliations

  • Częstochowa University of Technology, Częstochowa, Poland

    Leszek Rutkowski, Marcin Korytkowski, Rafal Scherer

  • AGH University of Science and Technology, Krakow, Poland

    Ryszard Tadeusiewicz

  • University of California, Berkeley, USA

    Lotfi A. Zadeh

  • University of Louisville, Louisville, USA

    Jacek M. Zurada

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