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Advances on Smart and Soft Computing

Proceedings of ICACIn 2021

  • Conference proceedings
  • © 2022

Overview

Editors:
  1. Faisal Saeed

    1. College of Computer Science and Engineering, Taibah University, Medina, Saudi Arabia

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  2. Tawfik Al-Hadhrami

    1. Department of Computer Science, Nottingham Trent University, Nottingham, UK

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  3. Errais Mohammed

    1. Faculty of Sciences, University of Hassan II, Casablanca, Morocco

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  4. Mohammed Al-Sarem

    1. College of Computer Science and Engineering, Taibah University, Medina, Saudi Arabia

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  • Presents research works in the field of computing and informatics
  • Discusses results of ICACIn’2021 held in Casablanca, Morocco
  • Serves as a reference for researchers and practitioners in academia and industry

Part of the book series: Advances in Intelligent Systems and Computing (AISC, volume 1399)

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Table of contents (44 papers)

  1. Front Matter

    Pages i-xx
    Download chapter PDF

  2. Artificial Intelligence I

    1. Front Matter

      Pages 1-1
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    2. Adaptive Learning Content Based on Learning Styles in Learning Management System

      • Lim Ean Heng, Phan Koo Yuen, Yong Tien Fui, Manoranjitham Muniandy, Anbuselvan Sangodiah, Yeck Yin Ping
      Pages 3-11

    3. A Model-Based Approach for COVID-19 Propagation

      • Abdeltif EL Byed, Isaac Doku, Tarik Nahhal, Adoni Wilfried Yves Hamilton
      Pages 13-23

    4. Numerical Modeling of the Mechanical Behavior of Recycled Flexible PVC Loaded with Different Percentages of Chicken Feathers

      • A. Lakhdar, A. Moumen, Z. Laabid, K. Mansouri
      Pages 25-33

    5. Covid-19 Detection from Pneumonia Image Classification Using Deep Learning

      • Abdeltif EL Byed, Mikhaël Presley Kibinda-Moukengue
      Pages 35-47

    6. Toward the Prediction of the Elasticity of Bio Loaded Polypropylene Using Artificial Neural Networks

      • Zineb Laabid, Aziz Moumen, Abdelghani Lakhdar, Khalifa Mansouri
      Pages 49-57

    7. Post-COVID-19: Deep Image Processing AI to Analyze Social Distancing in a Human Community

      • Francis Class-Peters, Wilfried Yves Hamilton Adoni, Tarik Nahhal, Abdeltif EL Byed, Moez Krichen, Charles Kimpolo et al.
      Pages 59-68

    8. Design and Implementation of ImALeG Serious Game: Behavior of Non-playable Characters (NPC)

      • Y. Tazouti, S. Boulaknadel, Y. Fakhri
      Pages 69-77

    9. Detection of Personality Traits Through Handwriting Analysis Using Machine Learning Approach

      • S. Sajeevan, Wiraj Udara Wickramaarachchi
      Pages 79-89

  3. Data Science

    1. Front Matter

      Pages 91-91
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    2. Hybrid Students’ Academic Performance and Dropout Prediction Models Using Recursive Feature Elimination Technique

      • Moshood A. Alarape, Ahmed O. Ameen, Kayode S. Adewole
      Pages 93-106

    3. Stage Classification of Alzheimer’s Disease Using Transfer Learning

      • Tariq Saeed Mian
      Pages 107-119

    4. Predicting the e-Signing Likelihood of Loan Using Machine Learning Models Combining Clustering with Supervised Learning

      • Abdellatif Aattouf, Said El Kafhali, Youssef Saadi
      Pages 121-131

    5. Designing an Arabic Google Play Store User Review Dataset for Detecting App Requirement Issues

      • Maha Al-Shamani, Mohammed Al-Sarem, Faisal Saeed, Wafa’a Almutairi
      Pages 133-143

    6. A Survey of Machine Learning and Deep Learning Applications in Genome Editing

      • Talal Almutiri, Faisal Saeed, Manar Alassaf
      Pages 145-162

    7. Educational Data Mining Techniques for Detecting Undesirable Students’ Behaviors and Predicting Students’ Performance: A Comparative Study

      • Imane El Mourabit, Said Jai-Andaloussi, Noreddine Abghour
      Pages 163-170

    8. COVID-19: Analysis and Measurement of the Influence of the Tweets to Help the Public Health Sector to Fight Coronavirus

      • Abdessamad Essaidi, Dounia Zaidouni, Mostafa Bellafkih
      Pages 171-183

    9. Data Analytics Model for Home Improvement Store

      • Lim Jia Yeng, Mohd Norshahriel Abd Rani, Nabilah Filzah Mohd Radzuan
      Pages 185-198

    10. Intelligent Models for Mining Social Media Data

      • Sanaa Elyassami, Sultan Albloushi, Mohamed Ammar Alnuaimi, Omran Alhosani, Hassan Al Ali, Khalid Almarashda
      Pages 199-207
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Keywords

About this book

This book presents the papers included in the proceedings of the 2nd International Conference of Advanced Computing and Informatics (ICACIn’21) that was held in Casablanca, Morocco, on May 24–25, 2021. The main theme of the book is “Advances on Smart and Soft Computing.” A total of 71 papers were submitted to the conference, but only 44 papers were accepted and published in this book. The book presents several hot research topics which include artificial intelligence and data science, big data analytics, Internet of Things (IoT), information security, cloud computing, networking and computational informatics.

Editors and Affiliations

  • College of Computer Science and Engineering, Taibah University, Medina, Saudi Arabia

    Faisal Saeed, Mohammed Al-Sarem

  • Department of Computer Science, Nottingham Trent University, Nottingham, UK

    Tawfik Al-Hadhrami

  • Faculty of Sciences, University of Hassan II, Casablanca, Morocco

    Errais Mohammed

About the editors

Faisal Saeed is Associate Professor at the Information Systems Department, Taibah University, KSA, since 2017. Previously, he worked as Senior Lecturer at the Department of Information Systems, Faculty of Computing, Universiti Teknologi Malaysia (UTM), Malaysia. He received his B.Sc. in Computers (Information Technology) from Cairo University, Egypt, M.Sc. in Information Technology Management and Ph.D. in Computer Science from UTM, Malaysia. He served as General Chair of several international conferences and as Guest Editor in more than 15 scopus and ISI journals. He published more than 80 papers in indexed journals and international conferences. His research interests are data mining, information retrieval and machine learning.


Tawfik Al-Hadhrami is Senior Lecturer in Network Infrastructures and Emerging Technologies (NIET) research group at Nottingham Trent University (NTU). He specializes in designs and developments and evaluation of IoT health and hygiene systems to be used in mental health and well-being applications. His research interests include Internet of Things (IoT) and applications, artificial intelligence (AI), 5G technologies and wireless communications to produce an intelligent system for health and digital technologies. He has been involved in several projects related to design and development with several organizations in the Middle East. He has published several papers in peer-reviewed journals and conferences. He has established collaboration with the different international institutions over the world. He is Associate Editor for several decent journals such as IEEE Access, PeerJ Computer Science and International Journal of Cyber Forensics and Advanced Threat Investigations. He is involved in different projects with industries.


Errais Mohammed is Assistant Professor of Computers Science Department at the Hassan II University, Casablanca, Morocco. He received his Ph.D. in Informatics from Hassan IIUniversity, Mohammadia, Morroco, in 2014. His research interests are networking, management network, virtualization. He published several research papers and participated in several local/international conferences.


Mohammed Al-Sarem received the M.Sc. degree in information technology from the Faculty of Informatics and Computer Engineering, Volgograd State Technical University, Volgograd, Russia Federation, and the Ph.D. degree from the Faculty of Informatics, University of Hassan II Casablanca-Mohammadia, Morocco, in 2007 and 2014, respectively. He is currently Associate Professor with the Information Systems Department, Taibah University, Medina, Saudi Arabia. He is involved in many funded projects. He has published many papers in several high-impact factor journals and participated in managing several international conferences. His current research interests include group decision making, multi-criteria decision making, data mining, machine learning, E-learning, natural language processing and its applications and social network analysis. He received the Application Award from the University of Tomsk Polytechnic, Tomsk, Russia, Scientific Excellence Award from Yemeni Embassy, Rabat, Morocco, and an appreciation certificate for outstanding performance, Taibah University, Saudi Arabia, in 2007, 2013 and 2016, respectively.

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