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Artificial Neural Networks in Pattern Recognition

10th IAPR TC3 Workshop, ANNPR 2022, Dubai, United Arab Emirates, November 24–26, 2022, Proceedings

  • Conference proceedings
  • © 2023

Overview

Editors:
  1. Neamat El Gayar

    1. Cairo University, Dubai, United Arab Emirates

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  2. Edmondo Trentin

    1. Universita' di Siena, Siena, Italy

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  3. Mirco Ravanelli

    1. Concordia University, Montreal, Canada

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  4. Hazem Abbas

    1. Ain Shams University, Cairo, Egypt

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 13739)

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

Included in the following conference series:

Conference proceedings info: ANNPR 2022.

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Table of contents (16 papers)

  1. Front Matter

    Pages i-x
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  2. Learning Algorithms and Architectures

    1. Front Matter

      Pages 1-1
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    2. Graph Augmentation for Neural Networks Using Matching-Graphs

      • Mathias Fuchs, Kaspar Riesen
      Pages 3-15

    3. A Novel Representation of Graphical Patterns for Graph Convolution Networks

      • Marco Benini, Pietro Bongini, Edmondo Trentin
      Pages 16-27

    4. Minimizing Cross Intersections in Graph Drawing via Linear Splines

      • Rida Ghafoor Hussain, Matteo Tiezzi, Gabriele Ciravegna, Marco Gori
      Pages 28-39

    5. Multi-stage Bias Mitigation for Individual Fairness in Algorithmic Decisions

      • Adinath Ghadage, Dewei Yi, George Coghill, Wei Pang
      Pages 40-52

    6. Do Minimal Complexity Least Squares Support Vector Machines Work?

      • Shigeo Abe
      Pages 53-64

    7. A Review of Capsule Networks in Medical Image Analysis

      • Heba El-Shimy, Hind Zantout, Michael Lones, Neamat El Gayar
      Pages 65-80

    8. Introducing an Atypical Loss: A Perceptual Metric Learning for Image Pairing

      • Mohamed Dahmane
      Pages 81-94

  3. Applications

    1. Front Matter

      Pages 95-95
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    2. Wavelet Scattering Transform Depth Benefit, An Application for Speaker Identification

      • Abderrazzaq Moufidi, David Rousseau, Pejman Rasti
      Pages 97-106

    3. Sequence-to-Sequence CNN-BiLSTM Based Glottal Closure Instant Detection from Raw Speech

      • Jindřich Matoušek, Daniel Tihelka
      Pages 107-120

    4. Mono vs Multilingual BERT for Hate Speech Detection and Text Classification: A Case Study in Marathi

      • Abhishek Velankar, Hrushikesh Patil, Raviraj Joshi
      Pages 121-128

    5. Transformer-Encoder Generated Context-Aware Embeddings for Spell Correction

      • Noufal Samsudin, Hani Ragab Hassen
      Pages 129-139

    6. Assessment of Pharmaceutical Patent Novelty with Siamese Neural Networks

      • Heba El-Shimy, Hind Zantout, Hani Ragab Hassen
      Pages 140-155

    7. White Blood Cell Classification of Porcine Blood Smear Images

      • Jemima Loise U. Novia, Jacqueline Rose T. Alipo-on, Francesca Isabelle F. Escobar, Myles Joshua T. Tan, Hezerul Abdul Karim, Nouar AlDahoul
      Pages 156-168

    8. Medical Deepfake Detection using 3-Dimensional Neural Learning

      • Misaj Sharafudeen, S. S. Vinod Chandra
      Pages 169-180

    9. A Study on the Autonomous Detection of Impact Craters

      • Nour Aburaed, Mina Alsaad, Saeed Al Mansoori, Hussain Al-Ahmad
      Pages 181-194

    10. Utilization of Vision Transformer for Classification and Ranking of Video Distortions

      • Nouar AlDahoul, Hezerul Abdul Karim, Myles Joshua Toledo Tan
      Pages 195-204

  4. Back Matter

    Pages 205-205
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Other volumes

  1. Artificial Neural Networks in Pattern Recognition

Keywords

About this book

This book constitutes the refereed proceedings of the 10th IAPR TC3 International Workshop on Artificial Neural Networks in Pattern Recognition, ANNPR 2022, held in Dubai, UAE, in November 2022. The 16 revised full papers presented were carefully reviewed and selected from 24 submissions. The conference presents papers on subject such as pattern recognition and machine learning based on artificial neural networks.

 

Editors and Affiliations

  • Cairo University, Dubai, United Arab Emirates

    Neamat El Gayar

  • Universita' di Siena, Siena, Italy

    Edmondo Trentin

  • Concordia University, Montreal, Canada

    Mirco Ravanelli

  • Ain Shams University, Cairo, Egypt

    Hazem Abbas

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