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Big Data, Cloud and Applications

Third International Conference, BDCA 2018, Kenitra, Morocco, April 4–5, 2018, Revised Selected Papers

  • Conference proceedings
  • © 2018

Overview

Editors:
  1. Youness Tabii

    1. Abdelmalek Essaâdi University, Tétouan, Morocco

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  2. Mohamed Lazaar

    1. Abdelmalek Essaâdi University, Tétouan, Morocco

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  3. Mohammed Al Achhab

    1. Abdelmalek Essaâdi University, Tétouan, Morocco

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  4. Nourddine Enneya

    1. Université Ibn-Tofail, Tétouan, Morocco

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Part of the book series: Communications in Computer and Information Science (CCIS, volume 872)

Included in the following conference series:

Conference proceedings info: BDCA 2018.

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Table of contents (43 papers)

  1. Front Matter

    Pages I-XV
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  2. Big Data

    1. Front Matter

      Pages 1-1
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    2. Informal Learning in Twitter: Architecture of Data Analysis Workflow and Extraction of Top Group of Connected Hashtags

      • Abdelmajid Chaffai, Larbi Hassouni, Houda Anoun
      Pages 3-15

    3. A MapReduce-Based Adjoint Method to Predict the Levenson Self Report Psychopathy Scale Value

      • Manal Zettam, Jalal Laassiri, Nourdddine Enneya
      Pages 16-28

    4. Big Data Optimisation Among RDDs Persistence in Apache Spark

      • Khadija Aziz, Dounia Zaidouni, Mostafa Bellafkih
      Pages 29-40

  3. Cloud Computing

    1. Front Matter

      Pages 41-41
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    2. QoS in the Cloud Computing: A Load Balancing Approach Using Simulated Annealing Algorithm

      • Mohamed Hanine, El Habib Benlahmar
      Pages 43-54

    3. A Proposed Approach to Reduce the Vulnerability in a Cloud System

      • Chaimae Saadi, Habiba Chaoui
      Pages 55-66

    4. A Multi-factor Authentication Scheme to Strength Data-Storage Access

      • Soufiane Sail, Halima Bouden
      Pages 67-77

    5. A Novel Text Encryption Algorithm Based on the Two-Square Cipher and Caesar Cipher

      • Mohammed Es-Sabry, Nabil El Akkad, Mostafa Merras, Abderrahim Saaidi, Khalid Satori
      Pages 78-88

  4. Machine Learning

    1. Front Matter

      Pages 89-89
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    2. Improving Sentiment Analysis of Moroccan Tweets Using Ensemble Learning

      • Ahmed Oussous, Ayoub Ait Lahcen, Samir Belfkih
      Pages 91-104

    3. Comparative Study of Feature Engineering Techniques for Disease Prediction

      • Khandaker Tasnim Huq, Abdus Selim Mollah, Md. Shakhawat Hossain Sajal
      Pages 105-117

    4. Business Process Instances Scheduling with Human Resources Based on Event Priority Determination

      • Abir Ismaili-Alaoui, Khalid Benali, Karim Baïna, Jamal Baïna
      Pages 118-130

    5. Hashtag Recommendation Using Word Sequences’ Embeddings

      • Nada Ben-Lhachemi, El Habib Nfaoui
      Pages 131-143

    6. Towards for Using Spectral Clustering in Graph Mining

      • Z. Ait El Mouden, R. Moulay Taj, A. Jakimi, M. Hajar
      Pages 144-159

    7. Automatic Classification of Air Pollution and Human Health

      • Rachida El Morabet, Abderrahmane Adoui El Ouadrhiri, Jaroslav Burian, Said Jai Andaloussi, Said El Mouak, Abderrahim Sekkaki
      Pages 160-170

  5. Deep Learning

    1. Front Matter

      Pages 171-171
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    2. Deep Semi-supervised Learning for Virtual Screening Based on Big Data Analytics

      • Meriem Bahi, Mohamed Batouche
      Pages 173-184

    3. Using Deep Learning Word Embeddings for Citations Similarity in Academic Papers

      • Oumaima Hourrane, Sara Mifrah, El Habib Benlahmar, Nadia Bouhriz, Mohamed Rachdi
      Pages 185-196
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  1. Big Data, Cloud and Applications

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About this book

This book constitutes the thoroughly refereed proceedings of the Third International Conference on Big Data, Cloud and Applications, BDCA 2018, held in Kenitra, Morocco, in April 2018.The 45 revised full papers presented in this book were carefully selected from 99 submissions with a thorough double-blind review process. They focus on the following topics: big data, cloud computing, machine learning, deep learning, data analysis, neural networks, information system and social media, image processing and applications, and natural language processing.

Editors and Affiliations

  • Abdelmalek Essaâdi University, Tétouan, Morocco

    Youness Tabii, Mohamed Lazaar, Mohammed Al Achhab

  • Université Ibn-Tofail, Tétouan, Morocco

    Nourddine Enneya

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