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Artificial Intelligence and Soft Computing

22nd International Conference, ICAISC 2023, Zakopane, Poland, June 18–22, 2023, Proceedings, Part II

  • Conference proceedings
  • © 2023

Overview

Editors:
  1. Leszek Rutkowski

    1. Systems Research Institute of the Polish Academy of Sciences, Warsaw, 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 Krakow, 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 14126)

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

Included in the following conference series:

Conference proceedings info: ICAISC 2023.

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Table of contents (36 papers)

  1. Front Matter

    Pages i-xix
    Download chapter PDF

  2. Computer Vision, Image and Speech Analysis

    1. Front Matter

      Pages 1-1
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    2. A Novel ConvMixer Transformer Based Architecture for Violent Behavior Detection

      • Andrea Alfarano, Giorgio De Magistris, Leonardo Mongelli, Samuele Russo, Janusz Starczewski, Christian Napoli
      Pages 3-16

    3. Speech Emotion Recognition: Recent Advances and Current Trends

      • Soundes Belkacem
      Pages 17-25

    4. A Smartphone-Based Computer Vision Assistance System with Neural Network Depth Estimation for the Visually Impaired

      • Mykola Beshley, Pastukh Volodymyr, Halyna Beshley, Michal Gregus Jr.
      Pages 26-36

    5. Hybrid Learning Model for Satellite Forest Image Segmentation

      • Clopas Kwenda, Mandlenkosi Victor Gwetu, Jean Vincent Fonou-Dombeu
      Pages 37-47

    6. Adaptive Pruning for Multi-Head Self-Attention

      • Walid Messaoud, Rim Trabelsi, Adnane Cabani, Fatma Abdelkefi
      Pages 48-57

    7. Fast Visual Imperfection Detection when Real Negative Examples are Unavailable

      • Patryk Najgebauer, Rafał Scherer, Rafał Grycuk, Jakub Walczak, Adam Wojciechowski, Ewa Łada-Tondyra
      Pages 58-68

    8. Vision-Based Mobile Robots Control Along a Given Trajectory

      • Jan Rodziewicz-Bielewicz, Marcin Korzeń
      Pages 69-77

    9. Text Guided Facial Image Synthesis Using StyleGAN and Variational Autoencoder Trained CLIP

      • Anagha Srinivasa, Anjali Praveen, Anusha Mavathur, Apurva Pothumarthi, Arti Arya, Pooja Agarwal
      Pages 78-90

    10. Application of Object Detection Models for the Detection of Kitchen Furniture - A Comparison

      • Benjamin Stecker, Hans Brandt-Pook
      Pages 91-101

    11. Support Learning Vovinam Exercises Based on Computer Vision

      • Pham Son Tung, Thai Thanh Do, Pham Hong Giang, Phan Duy Hung
      Pages 102-111

    12. Semantic Segmentation Neural Network in Automatic Weapon Detection

      • Michał Wieczorek, Jakub Siłka, Martyna Kobielnik, Marcin Woźniak
      Pages 112-120

  3. Various Problems of Artificial Intelligence

    1. Front Matter

      Pages 121-121
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    2. An Application of Fuzzy Techniques to Predict the Polymorphism of Selected Microsatellite Sequences

      • Adam Kiersztyn, Krystyna Kiersztyn, Grzegorz Panasiewicz, Martyna Bieniek-Kobuszewska
      Pages 123-133

    3. Monte Carlo Tree Search with Metaheuristics

      • Jacek Mańdziuk, Patryk Walczak
      Pages 134-144

    4. Phishing Attack Detection: An Improved Performance Through Ensemble Learning

      • Benjamin McConnell, Daniel Del Monaco, Mahdieh Zabihimayvan, Fatemeh Abdollahzadeh, Samir Hamada
      Pages 145-157

    5. Removing Ambiguity in Natural Language for Generating Self-Join Queries

      • Pradnya Sawant, Kavita Sonawane
      Pages 158-169

    6. Predicting Churn Rate in Companies

      • Magdalena Scherer
      Pages 170-175

    7. Training Set Preparation for Deep Model Learning Inpatients with Ischemic Brain Lesions and Gender Identity Disorder

      • Ana Starcevic, Boris Vucinic, Ilona Karpiel
      Pages 176-191
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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 14125 and 14126 constitutes the refereed conference proceedings of the 22nd International Conference on Artificial Intelligence and Soft Computing, ICAISC 2023, held in Zakopane, Poland, during June 18–22, 2023.

The 84 revised full papers presented in these proceedings were carefully reviewed and selected from 175 submissions.

The papers are organized in the following topical sections:

Part I:  Neural Networks and Their Applications; Evolutionary Algorithms and Their Applications; and Artificial Intelligence in Modeling and Simulation.

Part II: Computer Vision, Image and Speech Analysis; Various Problems of Artificial Intelligence; Bioinformatics, Biometrics and Medical Applications; and Data Mining and Pateern Classification.

 

Editors and Affiliations

  • Systems Research Institute of the Polish Academy of Sciences, Warsaw, Poland

    Leszek Rutkowski

  • Częstochowa University of Technology, Częstochowa, Poland

    Rafał Scherer, Marcin Korytkowski

  • University of Alberta, Edmonton, Canada

    Witold Pedrycz

  • AGH University of Krakow, Kraków, Poland

    Ryszard Tadeusiewicz

  • University of Louisville, Louisville, USA

    Jacek M. Zurada

Bibliographic Information

  • Book Title: Artificial Intelligence and Soft Computing

  • Book Subtitle: 22nd International Conference, ICAISC 2023, Zakopane, Poland, June 18–22, 2023, Proceedings, Part II

  • Editors: Leszek Rutkowski, Rafał Scherer, Marcin Korytkowski, Witold Pedrycz, Ryszard Tadeusiewicz, Jacek M. Zurada

  • Series Title: Lecture Notes in Computer Science

  • DOI: https://doi.org/10.1007/978-3-031-42508-0

  • Publisher: Springer Cham

  • eBook Packages: Computer Science, Computer Science (R0)

  • Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2023

  • Softcover ISBN: 978-3-031-42507-3Published: 14 September 2023

  • eBook ISBN: 978-3-031-42508-0Published: 13 September 2023

  • Series ISSN: 0302-9743

  • Series E-ISSN: 1611-3349

  • Edition Number: 1

  • Number of Pages: XIX, 416

  • Number of Illustrations: 31 b/w illustrations, 126 illustrations in colour

  • Topics: Artificial Intelligence, Algorithm Analysis and Problem Complexity, Computer Communication Networks, Computer Applications, Computers and Education

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