Book Volume 9119 2015

Artificial Intelligence and Soft Computing

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

ISBN: 978-3-319-19323-6 (Print) 978-3-319-19324-3 (Online)

Table of contents (72 chapters)

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  1. Front Matter

    Pages 1-23

  2. Neural Networks and Their Applications

    1. Front Matter

      Pages 1-1

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      Chapter

      Pages 3-14

      Parallel Approach to the Levenberg-Marquardt Learning Algorithm for Feedforward Neural Networks

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      Chapter

      Pages 15-25

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

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      Chapter

      Pages 26-38

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

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      Chapter

      Pages 39-48

      Complexity of Shallow Networks Representing Finite Mappings

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      Chapter

      Pages 49-58

      Probabilistic Neural Network Training Procedure with the Use of SARSA Algorithm

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      Chapter

      Pages 59-71

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

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      Chapter

      Pages 72-78

      Molecular Approach to Hopfield Neural Network

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      Chapter

      Pages 79-89

      Toward Work Groups Classification Based on Probabilistic Neural Network Approach

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      Chapter

      Pages 90-101

      Adaptation of RBM Learning for Intel MIC Architecture

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      Chapter

      Pages 102-111

      Using an Artificial Neural Network to Predict Loop Transformation Time

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      Chapter

      Pages 112-122

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

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      Chapter

      Pages 123-133

      Product Multi-kernels for Sensor Data Analysis

  3. Fuzzy Systems and Their Applications

    1. Front Matter

      Pages 135-135

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      Chapter

      Pages 137-148

      A Fuzzy Approach to Competitive Clusters Using Moore Families

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      Chapter

      Pages 149-159

      A Fingerprint Retrieval Technique Using Fuzzy Logic-Based Rules

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      Chapter

      Pages 160-171

      Initial Comparison of Formal Approaches to Fuzzy and Rough Sets

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      Chapter

      Pages 172-183

      Comparative Approach to the Multi-Valued Logic Construction for Preferences

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      Chapter

      Pages 184-194

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

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      Chapter

      Pages 195-206

      Selected Applications of P1-TS Fuzzy Rule-Based Systems

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      Chapter

      Pages 207-217

      Fuzzy Agglomerative Clustering

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      Chapter

      Pages 218-227

      An Exponential-Type Entropy Measure on Intuitionistic Fuzzy Sets

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