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  • Conference proceedings
  • © 2020

Big Data and Networks Technologies

Editors:

  • Presents the latest advances in Big Data and Networks Technologies
  • Includes the Proceedings of the 3rd International Conference on Big Data and Networks Technologies (BDNT 2019), held in Leuven, Belgium on April 29–May 2, 2019
  • Written by respected experts in the field

Part of the book series: Lecture Notes in Networks and Systems (LNNS, volume 81)

Conference series link(s): BDNT: International Conference on Big Data and Networks Technologies

Conference proceedings info: BDNT 2019.

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Table of contents (27 papers)

  1. Front Matter

    Pages i-vii
  2. Experimental Validation of New SIP Authentication Protocol

    • Mourade Azrour, Yousef Farhaoui, Azidine Guezzaz
    Pages 1-11
  3. Implicit JSON Schema Versioning Driven by Big Data Evolution in the Ï„JSchema Framework

    • Zouhaier Brahmia, Safa Brahmia, Fabio Grandi, Rafik Bouaziz
    Pages 23-35
  4. Data Mining and Machine Learning Approaches and Technologies for Diagnosing Diabetes in Women

    • Safae Sossi Alaoui, Brahim Aksasse, Yousef Farhaoui
    Pages 59-72
  5. Multi Dimensional Hidden Markov Model for Credit Scoring Systems in Peer-To-Peer (P2P) Lending

    • El Annas Monir, Mohamed Ouzineb, Badreddine Benyacoub
    Pages 73-83
  6. Pragmatic Method Based on Intelligent Big Data Analytics to Prediction Air Pollution

    • Samaher Al_Janabi, Ali Yaqoob, Mustafa Mohammad
    Pages 84-109
  7. Multi Objectives Optimization to Gas Flaring Reduction from Oil Production

    • Ayad F. Alkaim, Samaher Al_Janabi
    Pages 117-139
  8. Nesterov Step Reduced Gradient Algorithm for Convex Programming Problems

    • Abdelkrim El Mouatasim, Yousef Farhaoui
    Pages 140-148
  9. Recommendation System of Big Data Based on PageRank Clustering Algorithm

    • Samaher Al_Janabi, Noora Kadiam
    Pages 149-171
  10. Intelligent System for Monitoring and Detecting Water Quality

    • Jamal Mabrouki, Mourade Azrour, Yousef Farhaoui, Souad El Hajjaji
    Pages 172-182
  11. Using Ensemble Methods to Solve the Problem of Pulsar Search

    • Mourad Azhari, Altaf Alaoui, Abdallah Abarda, Badia Ettaki, Jamal Zerouaoui
    Pages 183-189
  12. Pragmatic Text Mining Method to Find the Topics of Citation Network

    • Samaher Al_Janabi, Mahdi Abed Salman, Maha Mohammed
    Pages 190-205
  13. Grey-Markov Model for the Prediction of the Electricity Production and Consumption

    • S. Elgharbi, M. Esghir, O. Ibrihich, A. Abarda, S. El Hajji, S. Elbernoussi
    Pages 206-219
  14. Smart Monitoring System for the Long-Term Control of Aerobic Leachate Treatment: Dumping Case Mohammedia (Morocco)

    • J. Mabrouki, I. Bencheikh, K. Azoulay, M. Es-soufy, S. El Hajjaji
    Pages 220-230
  15. The Reality and Future of the Secure Mobile Cloud Computing (SMCC): Survey

    • Samaher Al_Janabi, Nawras Yahya Hussein
    Pages 231-261
  16. A Multilayer Perceptron Classifier for Monitoring Network Traffic

    • Azidine Guezzaz, Ahmed Asimi, Azrour Mourade, Zakariae Tbatou, Younes Asimi
    Pages 262-270

Other Volumes

  1. Big Data and Networks Technologies

About this book

This book reviews the state of the art in big data analysis and networks technologies. It addresses a range of issues that pertain to: signal processing, probability models, machine learning, data mining, databases, data engineering, pattern recognition, visualization, predictive analytics, data warehousing, data compression, computer programming, smart cities, networks technologies, etc. Data is becoming an increasingly decisive resource in modern societies, economies, and governmental organizations. In turn, data science inspires novel techniques and theories drawn from mathematics, statistics, information theory, computer science, and the social sciences. All papers presented here are the product of extensive field research involving applications and techniques related to data analysis in general, and to big data and networks technologies in particular.

Given its scope, the book will appeal to advanced undergraduate and graduate students, postdoctoral researchers,lecturers and industrial researchers, as well general readers interested in big data analysis and networks technologies.


Editors and Affiliations

  • Department of Computer Science, Faculty of Sciences and Techniques, Moulay Ismail University, Errachidia, Morocco

    Yousef Farhaoui

Bibliographic Information

Buy it now

Buying options

eBook USD 149.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 199.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access