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Artificial Intelligence and Soft Computing

20th International Conference, ICAISC 2021, Virtual Event, June 21–23, 2021, Proceedings, Part II

  • Conference proceedings
  • © 2021

Overview

Editors:
  1. Leszek Rutkowski

    1. Czestochowa 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. Edmonton, Canada

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  5. Ryszard Tadeusiewicz

    1. AGH University of Science and Technology, Krakow, 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 12855)

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

Included in the following conference series:

Conference proceedings info: ICAISC 2021.

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Table of contents (45 papers)

  1. Front Matter

    Pages i-xx
    Download chapter PDF

  2. Computer Vision, Image and Speech Analysis

    1. Front Matter

      Pages 1-1
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    2. Classification of Dermatological Asymmetry of the Skin Lesions Using Pretrained Convolutional Neural Networks

      • Michał Beczkowski, Norbert Borowski, Piotr Milczarski
      Pages 3-14

    3. Contextual Image Classification Through Fine-Tuned Graph Neural Networks

      • Walacy S. Campos, Luis G. Souza, Priscila T. M. Saito, Pedro H. Bugatti
      Pages 15-24

    4. Architecture Monitoring and Reliability Estimation Based on DIP Technology

      • Faisal Mehmood Shah, Zohaib Mehmood Shah, Sarmad Maqsood, Robertas Damasevicius, Muhammad Ali Shahzad, Michał Wieczorek et al.
      Pages 25-35

    5. An Efficient Technique for Filtering of 3D Cluttered Surfaces

      • Piyush Joshi, Alireza Rastegarpanah, Rustam Stolkin
      Pages 36-43

    6. A Computer Vision Based Approach forDriver Distraction Recognition Using Deep Learning and Genetic Algorithm Based Ensemble

      • Ashlesha Kumar, Kuldip Singh Sangwan, Dhiraj
      Pages 44-56

    7. Multimodal Image Fusion Method Based on Multiscale Image Matting

      • Sarmad Maqsood, Robertas Damasevicius, Jakub Siłka, Marcin Woźniak
      Pages 57-68

    8. Targeting the Most Important Words Across the Entire Corpus in NLP Adversarial Attacks

      • Reza Marzban, Johnson Thomas, Christopher Crick
      Pages 69-80

    9. RGB-D Odometry for Autonomous Lawn Mowing

      • Marcin Ochman, Magda Skoczeń, Damian Krata, Marcin Panek, Krystian Spyra, Andrzej Pawłowski
      Pages 81-90

    10. Using PMI to Rank and Filter Edges in Graphs of Words

      • Marcela Ribeiro de Oliveira, Eduardo J. Spinosa
      Pages 91-100

    11. Development and Research of Quantum Models for Image Conversion

      • Samoylov Alexey, Gushanskyi Sergey, Potapov Viktor
      Pages 101-112

    12. Selecting the Optimal Configuration ofSwarm Algorithms for an NLP Task

      • George Tambouratzis
      Pages 113-125

    13. Active Learning Strategies and Convolutional Neural Networks forMammogram Classification

      • João Marcelo Tozato, Pedro Henrique Bugatti, Priscila Tiemi Maeda Saito
      Pages 126-134

  3. Data Mining

    1. Front Matter

      Pages 135-135
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    2. Exploiting Time Dynamics for One-Class and Open-Set Anomaly Detection

      • Lorenzo Brigato, Riccardo Sartea, Stefano Simonazzi, Alessandro Farinelli, Luca Iocchi, Christian Napoli
      Pages 137-148

    3. cgSpan: Pattern Mining in Conceptual Graphs

      • Adam Faci, Marie-Jeanne Lesot, Claire Laudy
      Pages 149-158

    4. Constrained Clustering Problems: NewOptimization Algorithms

      • Hatem Ibn-Khedher, Makhlouf Hadji, Mohamed Ibn Khedher, Selma Khebbache
      Pages 159-170

    5. Robustness of Supervised Learning Based on Combined Centroids

      • Jan Kalina, Ctirad Matonoha
      Pages 171-182

    6. Cognitive Consistency Models Applied to Data Clustering

      • Thales Vaz Maciel, Leonardo Ramos Emmendorfer
      Pages 183-191
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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 12854 and 12855 constitutes the refereed proceedings of the 20th International Conference on Artificial Intelligence and Soft Computing, ICAISC 2021, held in Zakopane, Poland, in June 2021. Due to COVID 19, the conference was held virtually.

The 89 full papers presented were carefully reviewed and selected from 195 submissions. The papers included both traditional artificial intelligence methods and soft computing techniques as well as follows:

·        Neural Networks and Their Applications

 

·        Fuzzy Systems and Their Applications

 

·        Evolutionary Algorithms and Their Applications

 

·        Artificial Intelligence in Modeling and Simulation

 

·        Computer Vision, Image and Speech Analysis

·        Data Mining

 

·        Various Problems of Artificial Intelligence

·        Bioinformatics, Biometrics and Medical Applications

Editors and Affiliations

  • Czestochowa University of Technology, Częstochowa, Poland

    Leszek Rutkowski

  • Częstochowa University of Technology, Częstochowa, Poland

    Rafał Scherer, Marcin Korytkowski

  • Edmonton, Canada

    Witold Pedrycz

  • AGH University of Science and Technology, Krakow, Poland

    Ryszard Tadeusiewicz

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

    Jacek M. Zurada

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