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Artificial Intelligence and Soft Computing

16th International Conference, ICAISC 2017, Zakopane, Poland, June 11-15, 2017, Proceedings, Part II

  • Conference proceedings
  • © 2017

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. Rafał Scherer

    1. Częstochowa University of Technology, Częstochowa, Poland

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  4. Ryszard Tadeusiewicz

    1. AGH University of Science and Technology, Kraków, 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 10246)

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

Included in the following conference series:

Conference proceedings info: ICAISC 2017.

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Table of contents (65 papers)

  1. Front Matter

    Pages I-XXIV
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  2. Data Mining

    1. Front Matter

      Pages 1-1
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    2. Computer Based Stylometric Analysis of Texts in Polish Language

      • Maciej Baj, Tomasz Walkowiak
      Pages 3-12

    3. Integration Base Classifiers Based on Their Decision Boundary

      • Robert Burduk
      Pages 13-20

    4. Complexity of Rule Sets Induced by Two Versions of the MLEM2 Rule Induction Algorithm

      • Patrick G. Clark, Cheng Gao, Jerzy W. Grzymala-Busse
      Pages 21-30

    5. Spark-Based Cluster Implementation of a Bug Report Assignment Recommender System

      • Adrian-Cătălin Florea, John Anvik, Răzvan Andonie
      Pages 31-42

    6. The Bag-of-Words Method with Dictionary Analysis by Evolutionary Algorithm

      • Marcin Gabryel, Giacomo Capizzi
      Pages 43-51

    7. The Novel Method of the Estimation of the Fourier Transform Based on Noisy Measurements

      • Tomasz Galkowski, Miroslaw Pawlak
      Pages 52-61

    8. A Complete Efficient FFT-Based Algorithm for Nonparametric Kernel Density Estimation

      • Jarosław Gramacki, Artur Gramacki
      Pages 62-73

    9. A Framework for Business Failure Prediction

      • Irem Islek, Idris Murat Atakli, Sule Gunduz Oguducu
      Pages 74-83

    10. Fuzzy Clustering with \(\varepsilon \)-Hyperballs and Its Application to Data Classification

      • Michal Jezewski, Robert Czabanski, Jacek Leski
      Pages 84-93

    11. Two Modifications of Yinyang K-means Algorithm

      • Wojciech Kwedlo
      Pages 94-103

    12. Detection of the Innovative Logotypes on the Web Pages

      • Marcin Mirończuk, Michał Perełkiewicz, Jarosław Protasiewicz
      Pages 104-115

    13. Extraction and Interpretation of Textual Data from Czech Insolvency Proceedings

      • Iveta Mrázová, Peter Zvirinský
      Pages 116-125

    14. Spectral Clustering for Cell Formation with Minimum Dissimilarities Distance

      • Yessica Nataliani, Miin-Shen Yang
      Pages 126-136

    15. Exercise Recognition Using Averaged Hidden Markov Models

      • Aleksandra Postawka
      Pages 137-147

    16. A Study of Cluster Validity Indices for Real-Life Data

      • Artur Starczewski, Adam Krzyżak
      Pages 148-158

    17. Improvement of the Validity Index for Determination of an Appropriate Data Partitioning

      • Artur Starczewski, Adam Krzyżak
      Pages 159-170

    18. Stylometric Features for Authorship Attribution of Polish Texts

      • Piotr Szwed
      Pages 171-182

    19. Handwriting Recognition with Extraction of Letter Fragments

      • Michal Wróbel, Janusz T. Starczewski, Christian Napoli
      Pages 183-192
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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 10245 and LNAI 10246 constitutes the refereed proceedings of the 16th International Conference on Artificial Intelligence and Soft Computing, ICAISC 2017, held in Zakopane, Poland in June 2017.

The 133 revised full papers presented were carefully reviewed and selected from 274 submissions.  The papers included in the second volume are organized in the following five parts: data mining; artificial intelligence in modeling, simulation and control; various problems of artificial intelligence; special session: advances in single-objective continuous parameter optimization with nature-inspired algorithms; special session: stream data mining.

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

  • University of California, Berkeley, USA

    Lotfi A. Zadeh

  • University of Louisville, Louisville, USA

    Jacek M. Zurada

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