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Artificial Intelligence and Soft Computing

19th International Conference, ICAISC 2020, Zakopane, Poland, October 12-14, 2020, Proceedings, Part II

  • Conference proceedings
  • © 2020

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. Electrical and Computer Engineering, 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. Electrical and Computer Engineering, University of Louisville, Louisville, USA

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 12416)

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

Included in the following conference series:

Conference proceedings info: ICAISC 2020.

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Table of contents (46 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. A New Approach to Detection of Abrupt Changes in Black-and-White Images

      • Tomasz Gałkowski, Adam Krzyżak
      Pages 3-18

    3. Active Region-Based Full-Disc Solar Image Hashing

      • Rafał Grycuk, Kelton Costa, Rafał Scherer
      Pages 19-30

    4. Inferring Colors in Paintings of M.F. Husain by Using Cluster Analysis

      • Shailendra Gurjar, Usha Ananthakumar
      Pages 31-38

    5. Data Augmentation Using Principal Component Resampling for Image Recognition by Deep Learning

      • Olusola Oluwakemi Abayomi-Alli, Robertas Damaševičius, Michał Wieczorek, Marcin Woźniak
      Pages 39-48

    6. Multi-agent Architecture for Internet of Medical Things

      • Dawid Połap, Gautam Srivastava, Marcin Woźniak
      Pages 49-58

    7. Automatic Visual Quality Assessment of Biscuits Using Machine Learning

      • Mardlla de Sousa Silva, Luigi Freitas Cruz, Pedro Henrique Bugatti, Priscila Tiemi Maeda Saito
      Pages 59-70

    8. Classifying Image Series with a Reoccurring Concept Drift Using a Markov Chain Predictor as a Feedback

      • Magda Skoczeń, Wojciech Rafajłowicz, Ewaryst Rafajłowicz
      Pages 71-84

    9. Explainable Cluster-Based Rules Generation for Image Retrieval and Classification

      • Paweł Staszewski, Maciej Jaworski, Leszek Rutkowski, Dacheng Tao
      Pages 85-94

    10. SURF Algorithm with Convolutional Neural Network as Face Recognition Technique

      • Alicja Winnicka, Karolina Kęsik, Dawid Połap, Marcin Woźniak
      Pages 95-102

    11. Grouping Handwritten Letter Strokes Using a Fuzzy Decision Tree

      • Michał Wróbel, Janusz T. Starczewski, Christian Napoli
      Pages 103-113

  3. Data Mining

    1. Front Matter

      Pages 115-115
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    2. A Density-Based Prototype Selection Approach

      • Joel Luís Carbonera, Mara Abel
      Pages 117-129

    3. FlexTrustRank: A New Approach to Link Spam Combating

      • Dariusz Czerski, Paweł Łoziński, Mieczysław Alojzy Kłopotek, Bartłomiej Starosta, Marcin Sydow
      Pages 130-139

    4. A Comparative Analysis of Similarity Measures in Memory-Based Collaborative Filtering

      • Mara Renata Deac-Petruşel
      Pages 140-151

    5. Constructing Interpretable Decision Trees Using Parallel Coordinates

      • Vladimir Estivill-Castro, Eugene Gilmore, René Hexel
      Pages 152-164

    6. A Framework for e-Recruitment Recommender Systems

      • Mauricio Noris Freire, Leandro Nunes de Castro
      Pages 165-175

    7. The Influence of Feature Selection on Job Clustering for an E-recruitment Recommender System

      • Joel J. S. Junior, Fabricio G. Vilasbôas, Leandro N. de Castro
      Pages 176-187

    8. n-ary Isolation Forest: An Experimental Comparative Analysis

      • Paweł Karczmarek, Adam Kiersztyn, Witold Pedrycz
      Pages 188-198
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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 LNCS 12415 and 12416 constitutes the refereed proceedings of of the 19th International Conference on Artificial Intelligence and Soft Computing, ICAISC 2020, held in Zakopane, Poland*, in October 2020.
The 112 revised full papers presented were carefully reviewed and selected from 265 submissions. The papers included in the first volume are organized in the following six parts: ​neural networks and their applications; fuzzy systems and their applications; evolutionary algorithms and their applications; pattern classification; bioinformatics, biometrics and medical applications; artificial intelligence in modeling and simulation.
The papers included in the second volume are organized in the following four parts: computer vision, image and speech analysis; data mining; various problems of artificial intelligence; agent systems, robotics and control.

*The conference was held virtually due to the COVID-19 pandemic.

Editors and Affiliations

  • Częstochowa University of Technology, Częstochowa, Poland

    Leszek Rutkowski, Rafał Scherer, Marcin Korytkowski

  • Electrical and Computer Engineering, University of Alberta, Edmonton, Canada

    Witold Pedrycz

  • AGH University of Science and Technology, Kraków, Poland

    Ryszard Tadeusiewicz

  • Electrical and Computer Engineering, University of Louisville, Louisville, USA

    Jacek M. Zurada

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