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Intelligent Systems and Pattern Recognition

Second International Conference, ISPR 2022, Hammamet, Tunisia, March 24–26, 2022, Revised Selected Papers

  • Conference proceedings
  • © 2022

Overview

Editors:
  1. Akram Bennour

    1. Larbi Tebessi University, Tebessa, Algeria

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  2. Tolga Ensari

    1. Arkansas Tech University, Russellville, USA

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  3. Yousri Kessentini

    1. Digital Research Centre of Sfax, Sakiet Ezzit, Tunisia

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  4. Sean Eom

    1. Southeast Missouri State University, Cape Girardeau, USA

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Part of the book series: Communications in Computer and Information Science (CCIS, volume 1589)

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Conference proceedings info: ISPR 2022.

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About this book

This volume constitutes selected papers presented during the Second International Conference on Intelligent Systems and Pattern Recognition, ISPR 2022, held in Hammamet, Tunisia, in March 2022. Due to the COVID-19 pandemic the conference was held online. 

The 22 full papers and 10 short papers presented were thoroughly reviewed and selected from the 91 submissions. The papers are organized in the following topical sections: computer vision; data mining; pattern recognition; machine and deep learning.

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Table of contents (32 papers)

  1. Front Matter

    Pages i-xiv
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  2. Computer Vision

    1. Front Matter

      Pages 1-1
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    2. 3D Dense & Scaled Reconstruction Pipeline with Smartphone Acquisition

      • Quentin Thisse, Dominique Houzet, Jérémy Adoux
      Pages 3-18

    3. A Genetic Model for Medical Images Reproduction

      • Karima Benhamza, Ines Guerziz, Amel Bentagine, Hamid Seridi
      Pages 19-28

    4. A New Study of Needs and Motivations Generated by Virtual Reality Games and Factor Products for Generation Z in Bangkok

      • Kawin Meksumphun, Chutisant Kerdvibulvech
      Pages 29-42

    5. A Hybrid Method for Window Detection on High Resolution Facade Images

      • Kujtim Rahmani, Helmut Mayer
      Pages 43-50

    6. Neuro-Fuzzy Predictive Approach for Visual Analytics Evaluation of Medical Data

      • Saber Amri, Med Lassaad Kaddachi
      Pages 51-64

    7. Improved Cerebral Images Semantic Segmentation Using Advanced Approaches of Deep Learning

      • Abderraouf Zoghbi, Maroua Benleulmi, Soraya Cheriguene, Nabiha Azizi, Samira Lagrini, S. Nadine Layeb
      Pages 65-77

    8. Self-supervised Learning for COVID-19 Detection from Chest X-ray Images

      • Ines Feki, Sourour Ammar, Yousri Kessentini
      Pages 78-89

  3. Data Mining

    1. Front Matter

      Pages 91-91
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    2. Deep Learning-Based Segmentation of Connected Components in Arabic Handwritten Documents

      • Takwa Ben Aïcha Gader, Afef Kacem Echi
      Pages 93-106

    3. Classifying the Human Activities of Sensor Data Using Deep Neural Network

      • Hussein A. A. Al-Khamees, Nabeel Al-A’araji, Eman S. Al-Shamery
      Pages 107-118

    4. Exploratory Analysis of Driver and Vehicle Factors Associated with Traffic Accidents in Morocco

      • Hamza Khyara, Aouatif Amine, Bouchra Nassih
      Pages 119-131

    5. Building a Multilingual Corpus of Tweets Relating to Algerian Higher Education

      • Asma Siagh, Fatima Zohra Laallam, Okba Kazar
      Pages 132-138

    6. Recursive Feature Elimination Technique for Technical Indicators Selection

      • Naik Nagaraj, B. M. Vikranth, N. Yogesh
      Pages 139-145

    7. Document-Based Knowledge Discovery with Microservices Architecture

      • Habtom Kahsay Gidey, Mario Kesseler, Patrick Stangl, Peter Hillmann, Andreas Karcher
      Pages 146-161

  4. Pattern Recognition

    1. Front Matter

      Pages 163-163
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    2. Feature Selection for Credit Risk Classification

      • Dalia Atif, Mabrouka Salmi
      Pages 165-179

    3. Parameter Identification and Validation of Multi-innovation Least Squares Lithium Battery for Second-Order Battery Model

      • Jie Wu, Huigang Xu, Peiyi Zhu
      Pages 180-188

    4. Bat Echolocation Call Detection and Species Recognition by Transformers with Self-attention

      • Hicham Bellafkir, Markus Vogelbacher, Jannis Gottwald, Markus Mühling, Nikolaus Korfhage, Patrick Lampe et al.
      Pages 189-203
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Other volumes

  1. Intelligent Systems and Pattern Recognition

Editors and Affiliations

  • Larbi Tebessi University, Tebessa, Algeria

    Akram Bennour

  • Arkansas Tech University, Russellville, USA

    Tolga Ensari

  • Digital Research Centre of Sfax, Sakiet Ezzit, Tunisia

    Yousri Kessentini

  • Southeast Missouri State University, Cape Girardeau, USA

    Sean Eom

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