Big Data, Cloud and Applications

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

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.

• artificial intelligence
• classification
• cloud computing
• clustering
• computational linguistics
• data security
• deep learning
• genetic algorithms
• information retrieval
• learning algorithms
• machine learning
• MapReduce
• Natural Language Processing (NLP)
• neural networks
• pattern recognition
• semantics
• signal processing
• social networking
• Support Vector Machines (SVM)
• World Wide Web

• Abdelmalek Essaâdi University, Tétouan, Morocco

  Youness Tabii, Mohamed Lazaar, Mohammed Al Achhab

• Université Ibn-Tofail, Tétouan, Morocco

  Nourddine Enneya

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