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Advances in Model and Data Engineering in the Digitalization Era

MEDI 2023 Short and Workshop Papers, Sousse, Tunisia, November 2–4, 2023, Proceedings

  • Conference proceedings
  • © 2024

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Editors:
  1. Mohamed Mosbah

    1. Bordeaux INP, Talence, France

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  2. Tahar Kechadi

    1. University College Dublin, Dublin, Ireland

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  3. Ladjel Bellatreche

    1. ENSMA, Chasseneuil-du-Poitou, France

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  4. Faiez Gargouri

    1. University of Sfax, Sfax, Tunisia

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  5. Chirine Ghedira Guegan

    1. University of Lyon, Villeurbanne, France

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  6. Hassan Badir

    1. ENSA-Tangier, Morocco, Tétouan, Morocco

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  7. Amin Beheshti

    1. Macquarie University, Sydney, Australia

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  8. Mohamed Mohsen Gammoudi

    1. University of Sfax, Manouba, Tunisia

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Part of the book series: Communications in Computer and Information Science (CCIS, volume 2071)

Included in the following conference series:

Conference proceedings info: MEDI 2023.

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Table of contents (18 papers)

  1. Front Matter

    Pages i-xii
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  2. Machine Learning and Optimization

    1. Front Matter

      Pages 1-1
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    2. A Comparative Analysis of Time Series Transformers and Alternative Deep Learning Models for SSVEP Classification

      • Heba Ali, Adel Elzemity, Amir E. Oghostinos, Sahar Selim
      Pages 3-16

    3. MixUp Data Augmentation for Handwritten Arabic Mathematical Symbols Recognition

      • Ibtissem Hadj Ali, Anouar Ben Khalifa, Mohamed Ali Mahjoub
      Pages 17-30

  3. Natural Language Processing

    1. Front Matter

      Pages 31-31
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    2. Towards an Open Domain Arabic Question Answering System: Assessment of the Bert Approach

      • Chaimae Azroumahli, Yacine El Younoussi, Hassan Badir
      Pages 33-46

    3. Multi-lingual Scene Text Detection Containing the Arabic Scripts Using an Optimal then Enhanced YOLO Model

      • Houssem Turki, Mohamed Elleuch, Monji Kherallah
      Pages 47-61

    4. Transfer Learning Model for Cyberbullying Detection in Tunisian Social Networks

      • Sahar Ben Bechir, Asma Mekki, Mariem Ellouze
      Pages 62-75

  4. Modeling and Data Management

    1. Front Matter

      Pages 77-77
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    2. Node2Vec Stability: Preliminary Study to Ensure the Compatibility of Embeddings with Incremental Data Alignment

      • Oumaima El Haddadi, Max Chevalier, Bernard Dousset, Ahmad El Allaoui, Anass El Haddadi, Olivier Teste
      Pages 79-88

    3. Towards Enabling Domain-Specific Modeling Language Exchange Between Modeling Tools

      • Rohit Gupta, Christoph Binder, Nico Jansen, Ambra Calà, Jan Vollmar, Nikolaus Regnat et al.
      Pages 89-103

  5. Healthcare Applications

    1. Front Matter

      Pages 105-105
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    2. The Power of Prognosis: Cox Model Prediction of Disease-Free Survival in Colon Cancer

      • Oussama Belhouichet, Aymen Yahyaoui, Wadii Boulila, Aref Zribi, Rabah Attia
      Pages 107-120

    3. Transfer Learning in Segmenting Myocardium Perfusion Images

      • Yasmin E. Younis, Sahar Fawzi, Mustafa Elattar
      Pages 121-129

    4. Smart Saliency Detection for Prosthetic Vision

      • Nermin Khalifa, Walid Al-Atabany, Sahar Selim
      Pages 130-143

    5. Automatic Detection of Multiple Sclerosis Using Genomic Expression

      • Abdullah DH. Ahmed, Marwa M. A. Hadhoud, Vidan F. Ghoneim
      Pages 144-155

  6. DEITS Workshop: Data Engineering in IoT Systems

    1. Front Matter

      Pages 157-157
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    2. Distributed and Collaborative Learning Approach for Stroke Prediction

      • Firas Aissaoui, Imen Boudali, Takoua Abdellatif
      Pages 159-171

    3. IoT Technologies for Smart Healthcare Buildings with Distributed Deep Learning Techniques

      • Hassen Hamdi, Rim Zarrouk, Ramzi Mahmoudi, Narjes Bennour
      Pages 172-183

    4. How Does Blockchain Enhance Zero Trust Security in IoMT?

      • Maher Boughdiri, Takoua Abdellatif, Chirine Ghedira Guegan
      Pages 184-197
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Other volumes

  1. Model and Data Engineering

  2. Advances in Model and Data Engineering in the Digitalization Era

Keywords

About this book

This volume constitutes short papers and DEITS 2023 workshop papers, presented during the 12th International Conference on Model and Data Engineering, MEDI 2023, held in Sousse, Tunisia, in November 2023.
The 12 short papers presented were selected from the total of 99 submissions. This volume also contains the 7 accepted papers from the DEITS 2023 workshop, held at MEDI 2023. The volume focuses on machine learning and optimization; natural language processing; modeling and data management; healthcare applications; data engineering in IoT systems. 

Editors and Affiliations

  • Bordeaux INP, Talence, France

    Mohamed Mosbah

  • University College Dublin, Dublin, Ireland

    Tahar Kechadi

  • ENSMA, Chasseneuil-du-Poitou, France

    Ladjel Bellatreche

  • University of Sfax, Sfax, Tunisia

    Faiez Gargouri

  • University of Lyon, Villeurbanne, France

    Chirine Ghedira Guegan

  • ENSA-Tangier, Morocco, Tétouan, Morocco

    Hassan Badir

  • Macquarie University, Sydney, Australia

    Amin Beheshti

  • University of Sfax, Manouba, Tunisia

    Mohamed Mohsen Gammoudi

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