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© 2020

Advanced Intelligent Systems for Sustainable Development (AI2SD’2019)

Volume 4 - Advanced Intelligent Systems for Applied Computing Sciences

  • Mostafa Ezziyyani
Conference proceedings AI2SD 2019

Part of the Advances in Intelligent Systems and Computing book series (AISC, volume 1105)

Table of contents

  1. Front Matter
    Pages i-xxi
  2. El Mehdi Benyoussef, Abdeltif Elbyed, Hind El Hadiri
    Pages 12-20
  3. Salima Lamsiyah, Abdelkader El Mahdaouy, Said Ouatik El Alaoui, Bernard Espinasse
    Pages 75-88
  4. Jabrane Kachaoui, Abdessamad Belangour
    Pages 89-97
  5. Fatima Zohra Ennaji, Abdelaziz El Fazziki, Hasna El Alaoui El Abdallaoui, Mohamed Sadgal
    Pages 107-117
  6. Mohammed El Fouki, Noura Aknin, Kamal Eddine El Kadiri
    Pages 118-122
  7. Soumaya Ounacer, Houda Jihal, Soufiane Ardchir, Mohamed Azzouazi
    Pages 132-140
  8. Wajih Rhalem, Jamel El Mhamdi, Mourad Raji, Ahmed Hammouch, Abd-Errahim Maazouzi, Sanae Raoui et al.
    Pages 141-148
  9. Rhaydae Jebli, Jaber Elbouhdidi, Mohamed Yassin Chkouri
    Pages 149-156
  10. Moustafa Sadek Kahil, Abdelkrim Bouramoul, Makhlouf Derdour
    Pages 157-167
  11. Khaoula Addakiri, Hajar Khallouki, Mohamed Bahaj
    Pages 168-175
  12. Toufik Datsi, Ahmed El Oirrak, Khalid Aznag
    Pages 176-183

Other volumes

  1. Volume 7- Advanced Intelligent Systems for Sustainable Development Applied in Energy and Electrical Engineering
  2. Volume 1 - Advanced Intelligent Systems for Education and Intelligent Learning System
  3. Volume 2 - Advanced Intelligent Systems for Sustainable Development Applied to Agriculture and Health
  4. Volume 3 - Advanced Intelligent Systems for Sustainable Development Applied to Environment, Industry and Economy
  5. Advanced Intelligent Systems for Sustainable Development (AI2SD’2019)
    Volume 4 - Advanced Intelligent Systems for Applied Computing Sciences
  6. Volume 5 - Advances Intelligent Systems for Multimedia Processing and Mathematical Modeling

About these proceedings

Introduction

This book gathers papers presented at the second installment of the International Conference on Advanced Intelligent Systems for Sustainable Development (AI2SD-2019), which was held on July 08–11, 2019 in Marrakech, Morocco. It offers comprehensive coverage of recent advances in big data, data analytics and related paradigms. The book consists of fifty-two chapters, each of which shares the latest research in the fields of big data and data science, and describes use cases and applications of big data technologies in various domains, such as social networks and health care.

All parts of the book discuss open research problems and potential opportunities that have arisen from the rapid advances in big data technologies. In addition, the book surveys the state of the art in data science, and provides practical guidance on big data analytics and data science. Expert perspectives are provided by authoritative researchers and practitioners from around the world, who discuss research developments and emerging trends, present case studies on helpful frameworks and innovative methodologies, and suggest best practices for efficient and effective data analytics.

Chiefly intended for researchers, IT professionals and graduate students, the book represents a timely contribution to the growing field of big data, which has been recognized as one of the leading emerging technologies that will have a major impact on various fields of science and various aspects of human society over the next several decades. Therefore, the content in this book is an essential tool to help readers understand current developments, and provides them with an extensive overview of the field of big data analytics as it is practiced today. The chapters cover technical aspects of key areas that generate and use big data, such as management and finance, medicine and health care, networks, the Internet of Things, big data standards, benchmarking of systems, and others.

In addition to a diverse range of applications, key algorithmic approaches such as graph partitioning, clustering and finite mixture modeling of high-dimensional data are also covered. The varied collection of topics addressed introduces readers to the richness of the emerging field of big data analytics. 

Keywords

Big Data Data Mining Computational Web Data Analytics Networking Optimization Multimedia Modelling AI2SD2019 AI2SD

Editors and affiliations

  • Mostafa Ezziyyani
    • 1
  1. 1.Faculty of Sciences and Techniques of TangierAbdelmalek Essaâdi UniversityTangierMorocco

Bibliographic information

  • Book Title Advanced Intelligent Systems for Sustainable Development (AI2SD’2019)
  • Book Subtitle Volume 4 - Advanced Intelligent Systems for Applied Computing Sciences
  • Editors Mostafa Ezziyyani
  • Series Title Advances in Intelligent Systems and Computing
  • Series Abbreviated Title Advs in Intelligent Syst., Computing
  • DOI https://doi.org/10.1007/978-3-030-36674-2
  • Copyright Information Springer Nature Switzerland AG 2020
  • Publisher Name Springer, Cham
  • eBook Packages Intelligent Technologies and Robotics Intelligent Technologies and Robotics (R0)
  • Softcover ISBN 978-3-030-36673-5
  • eBook ISBN 978-3-030-36674-2
  • Series ISSN 2194-5357
  • Series E-ISSN 2194-5365
  • Edition Number 1
  • Number of Pages XXI, 521
  • Number of Illustrations 60 b/w illustrations, 158 illustrations in colour
  • Topics Computational Intelligence
    Artificial Intelligence
  • Buy this book on publisher's site