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Advances on Intelligent Computing and Data Science

Big Data Analytics, Intelligent Informatics, Smart Computing, Internet of Things

  • Conference proceedings
  • © 2023

Overview

Editors:
  1. Faisal Saeed

    1. School of Computing and Digital Technology, Birmingham City University, Birmingham, UK

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  2. Fathey Mohammed

    1. Information Systems Department, School of Computing, Universiti Utara Malaysia (UUM), Sintok, Malaysia

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  3. Errais Mohammed

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

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  4. Tawfik Al-Hadhrami

    1. Department of Computing and Technology, Nottingham Trent University, Nottingham, UK

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  5. Mohammed Al-Sarem

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

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  • Presents advances and innovations in the fields of intelligent computing and data science
  • Contains outcomes of the 3rd International Conference of Advanced Computing and Informatics
  • Provides emerging trends in Big Data Analytics, Intelligent Informatics, Smart Computing, and Internet of Things

Part of the book series: Lecture Notes on Data Engineering and Communications Technologies (LNDECT, volume 179)

Included in the following conference series:

Conference proceedings info: ICACIn 2022.

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About this book

This book presents the papers included in the proceedings of the 3rd International Conference of Advanced Computing and Informatics (ICACin’22) that was held in Casablanca, Morocco, on October 15–16, 2022. A total of 98 papers were submitted to the conference, but only 60 papers were accepted and published in this book with an acceptance rate of 61%. The book presents several hot research topics which include artificial intelligence and data science, big data analytics, Internet of Things (IoT) and smart cities, information security, cloud computing and networking, and computational informatics.

Keywords

Table of contents (60 papers)

  1. Front Matter

    Pages i-xix
    Download chapter PDF

  2. Artificial Intelligence

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. Opinion Mining on Paul W. S. Anderson’s Monster Hunter from Chinese Social Media Using Sentiment Analysis

      • Lan Zhenghua, Pantea Keikhosrokiani, Moussa Pourya Asl
      Pages 3-15

    3. Kevin Kwan’s Crazy Rich Asians: Opinion Mining and Emotion Detection on Fans’ Comments on Social Media

      • Ong Mei Yee, Pantea Keikhosrokiani, Moussa Pourya Asl
      Pages 16-28

    4. Voltage Profile Improvement and Active Power Loss Reduction Through Network Reconfiguration Using Dingo Optimizer

      • Samson Oladayo Ayanlade, Abdulrasaq Jimoh, Sunday Olufemi Ezekiel, Adedire Ayodeji Babatunde
      Pages 29-39

    5. Machine Learning and Marketing Campaign: Innovative Approaches and Creative Techniques for Increasing Efficiency and Profit

      • Nouri Hicham, Sabri Karim
      Pages 40-52

    6. A Bottom-Up 2-Stage Approach for Constructing Arabic Knowledge Graph

      • Amani D. Alqarni, Khaled M. G. Noaman, Fatima N. AL-Aswadi, Hamood Alshalabi
      Pages 53-63

    7. Augmented Reality as a Learning Media to Improve Vocabulary Learning Among Preschoolers

      • Abdulrazak Yahya Saleh, Elaveni Kasirajan
      Pages 64-77

    8. Towards the Prediction of Students’ Performance Using Educators’ Domain Knowledge

      • Amina Ouatiq, Sophia Faris, Khalifa Mansouri, Mohammed Qbadou
      Pages 78-87

    9. Learners’ Performance Evaluation Using Genetic Algorithms

      • Tariq Saeed Mian
      Pages 88-99

    10. Tomato Plant Leaf Disease Identification and Classification Using Deep Learning

      • Hannia Tahir, Parnia Samimi
      Pages 100-110

    11. Using Deep Learning for the Detection of Ocular Diseases Caused by Diabetes

      • Asma Sbai, Lamya Oukhouya, Abdelali Touil
      Pages 111-120

    12. Intelligent Chatbots for Electronic Commerce: A Customer Perspective

      • Norah Alrebdi, Mohammed Hadwan
      Pages 121-138

    13. A Hybrid Sentiment Based SVM with Metaheuristic Algorithms for Cryptocurrency Forecasting

      • Nor Azizah Hitam, Amelia Ritahani Ismail, Syed Zulkarnain Syed Idrus, Muhammad Alfatih Muddathir Abdeurahim Eltayeb, Ruhaidah Samsudin, Jari Jussila et al.
      Pages 139-147

    14. A Comparison Study of Machine Learning Algorithms for Credit Risk Prediction

      • Pica Salsabila Atmauswan, Shahrinaz Ismail, Nor Azizah Hitam, Akibu Mahmoud Abdullahi, Mohammed Al-Sarem
      Pages 148-159

    15. Forecasting Tourist Arrivals Using a Combination of Long Short-Term Memory and Fourier Series

      • Ani Shabri, Ruhaidah Samsudin, Faisal Saeed, Mohammed Al-Sarem
      Pages 160-170

    16. Age and Gender Classification from Retinal Fundus Using Deep Learning

      • Tareq Obaid, Samy S. Abu-Naser, Mohanad S. S. Abumandil, Ahmed Y. Mahmoud, Ahmed Ali Atieh Ali
      Pages 171-180

    17. Heart Disease Prediction Using a Group of Machine and Deep Learning Algorithms

      • Samy S. Abu-Naser, Tareq Obaid, Mohanad S. S. Abumandil, Ahmed Y. Mahmoud
      Pages 181-196

    18. Tweet Recommendation System Based on TA Algorithm and Natural Language Processing

      • Kaoutar El Handri, Mohamed Rachdi, Karim El Bouchti
      Pages 197-203

    19. Deep Learning Based for Cryptocurrency Assistive System

      • Muhammad Zakhwan Mohamed Rafik, Noraisyah Mohamed Shah, Nor Azizah Hitam, Faisal Saeed, Shadi Basurra
      Pages 204-217
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Other volumes

  1. Advances on Intelligent Computing and Data Science

Editors and Affiliations

  • School of Computing and Digital Technology, Birmingham City University, Birmingham, UK

    Faisal Saeed

  • Information Systems Department, School of Computing, Universiti Utara Malaysia (UUM), Sintok, Malaysia

    Fathey Mohammed

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

    Errais Mohammed

  • Department of Computing and Technology, Nottingham Trent University, Nottingham, UK

    Tawfik Al-Hadhrami

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

    Mohammed Al-Sarem

Bibliographic Information

  • Book Title: Advances on Intelligent Computing and Data Science

  • Book Subtitle: Big Data Analytics, Intelligent Informatics, Smart Computing, Internet of Things

  • Editors: Faisal Saeed, Fathey Mohammed, Errais Mohammed, Tawfik Al-Hadhrami, Mohammed Al-Sarem

  • Series Title: Lecture Notes on Data Engineering and Communications Technologies

  • DOI: https://doi.org/10.1007/978-3-031-36258-3

  • Publisher: Springer Cham

  • eBook Packages: Intelligent Technologies and Robotics, Intelligent Technologies and Robotics (R0)

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

  • Softcover ISBN: 978-3-031-36257-6Published: 17 August 2023

  • eBook ISBN: 978-3-031-36258-3Published: 16 August 2023

  • Series ISSN: 2367-4512

  • Series E-ISSN: 2367-4520

  • Edition Number: 1

  • Number of Pages: XIX, 695

  • Number of Illustrations: 43 b/w illustrations, 201 illustrations in colour

  • Topics: Data Engineering, Computational Intelligence

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