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Artificial Intelligence and Soft Computing

18th International Conference, ICAISC 2019, Zakopane, Poland, June 16–20, 2019, Proceedings, Part II

  • Conference proceedings
  • © 2019

Overview

Editors:
  1. Leszek Rutkowski

    1. Częstochowa University of Technology, Częstochowa, Poland

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  2. Rafał Scherer

    1. Częstochowa University of Technology, Częstochowa, Poland

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  3. Marcin Korytkowski

    1. Częstochowa University of Technology, Częstochowa, Poland

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  4. Witold Pedrycz

    1. University of Alberta, Edmonton, Canada

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  5. Ryszard Tadeusiewicz

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

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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 11509)

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

Included in the following conference series:

Conference proceedings info: ICAISC 2019.

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About this book

The two-volume set LNCS 11508 and 11509 constitutes the refereed proceedings of of the 18th International Conference on Artificial Intelligence and Soft Computing, ICAISC 2019, held in Zakopane, Poland, in June 2019.

The 122 revised full papers presented were carefully reviewed and selected from 333 submissions. The papers included in the first volume are organized in the following five parts: neural networks and their applications; fuzzy systems and their applications; evolutionary algorithms and their applications; pattern classification; artificial intelligence in modeling and simulation.
The papers included in the second volume are organized in the following five parts: computer vision, image and speech analysis; bioinformatics, biometrics, and medical applications; data mining; various problems of artificial intelligence; agent systems, robotics and control.

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Table of contents (61 papers)

  1. Front Matter

    Pages i-xxii
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  2. Computer Vision, Image and Speech Analysis

    1. Front Matter

      Pages 1-1
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    2. Indoor Localization Using Cluster Analysis

      • Ramy Aboul Naga, Rimon Elias, Amal El Nahas
      Pages 3-13

    3. From Synthetic Images Towards Detectors of Real Objects: A Case Study on Road Sign Detection

      • Przemysław Klęsk
      Pages 14-26

    4. Enhanced Local Binary Patterns for Automatic Face Recognition

      • Pavel Král, Antonín Vrba, Ladislav Lenc
      Pages 27-36

    5. Novel Texture Descriptor Family for Face Recognition

      • Pavel Král, Ladislav Lenc
      Pages 37-47

    6. Video Sequence Analysis Using Local Binary Patterns for the Detection of Driver Fatigue Symptoms

      • Andrzej Majkowski, Marcin Kołodziej, Dariusz Sawicki, Paweł Tarnowski, Remigiusz J. Rak, Adam Kukiełka
      Pages 48-57

    7. Randomness of Shares Versus Quality of Secret Reconstruction in Black-and-White Visual Cryptography

      • Arkadiusz Orłowski, Leszek J. Chmielewski
      Pages 58-69

    8. Control of Dissolving Cytostatics Using Computer Image Analysis

      • Pawel Rotter, Wiktor Muron
      Pages 70-79

    9. Brassica Napus Florescence Modeling Based on Modified Vegetation Index Using Sentinel-2 Imagery

      • Michał Słapek, Krzysztof Smykała, Bogdan Ruszczak
      Pages 80-90

    10. Ensemble of Classifiers Using CNN and Hand-Crafted Features for Depth-Based Action Recognition

      • Jacek Trelinski, Bogdan Kwolek
      Pages 91-103

    11. Gamification of Eye Exercises for Evaluating Eye Fatigue

      • Mindaugas Vasiljevas, Robertas Damaševičius, Dawid Połap, Marcin Woźniak
      Pages 104-114

  3. Bioinformatics, Biometrics and Medical Applications

    1. Front Matter

      Pages 115-115
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    2. Raw G-Band Chromosome Image Segmentation Using U-Net Based Neural Network

      • Emrecan Altinsoy, Can Yilmaz, Juan Wen, Lingqian Wu, Jie Yang, Yuemin Zhu
      Pages 117-126

    3. Hybrid Ant Fuzzy Algorithm for MRI Images Segmentation

      • Alexander Bozhenyuk, Samer El-Khatib, Janusz Kacprzyk, Margarita Knyazeva, Sergey Rodzin
      Pages 127-137

    4. Narrow Band-Based Detection of Basal Ganglia Subterritories

      • Konrad A. Ciecierski
      Pages 138-148

    5. Realizations of the Statistical Reconstruction Method Based on the Continuous-to-Continuous Data Model

      • Robert Cierniak, Jarosław Bilski, Piotr Pluta, Zbigniew Filutowicz
      Pages 149-156

    6. Classification of Transposable Elements by Convolutional Neural Networks

      • Murilo H. P. da Cruz, Priscila T. M. Saito, Alexandre R. Paschoal, Pedro H. Bugatti
      Pages 157-168

    7. Human Cognitive State Classification Through Ambulatory EEG Signal Analysis

      • Sumanto Dutta, Sumit Hazra, Anup Nandy
      Pages 169-181

    8. Generalizations of Aggregation Functions for Face Recognition

      • Paweł Karczmarek, Adam Kiersztyn, Witold Pedrycz
      Pages 182-192
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Other volumes

  1. Artificial Intelligence and Soft Computing

  2. Artificial Intelligence and Soft Computing

Editors and Affiliations

  • Częstochowa University of Technology, Częstochowa, Poland

    Leszek Rutkowski, Rafał Scherer, Marcin Korytkowski

  • University of Alberta, Edmonton, Canada

    Witold Pedrycz

  • AGH University of Science and Technology, Kraków, Poland

    Ryszard Tadeusiewicz

  • University of Louisville, Louisville, USA

    Jacek M. Zurada

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