BDCSIntell 2018
Big Data and Cyber-Security Intelligence

Table of Contents

• Preface
  
  
• Program Committee
  
  

Keynote session

• Efficient, Consistent and Secure Global-Scale Data Management 1-2
  Amr El Abbadi
• An Access Control Framework for Data Integration 3
  Mohand-Said Hacid, Mehdi Haddad
• Data Variety and Integrity Assessment for Maritime Anomaly Detection 4-7
  Cyril Ray

Big Data Analytics for IoT

• SE2TeC: A Scalable Engine for Efficient and Expressive Time Series Classification 8-11
  Jingwei Zue, Karine Zeitouni, Yehia Taher
• FKmeans: A Fast Data Classification Technique to Handle Big Data Collected in Sensor Network 12-17
  Ola Majed, Hassan Harbn Mohammad Hamze, Ali Jaber
• Trajectory Prediction from External Sensor Data using Recurrent Neural Networks 18-20
  Livia Almada Cruz, Karine Zeitouni, Jose Macedo
• Artificial Neural Network for Sit-to-Stand classification based on Inertial Measurement Units Data 21-26
  Sandy Rihana, Patrick Hockayem, Ramy Salloum

Data Driven Security

• Trustless Blockchain-based Access Control in Dynamic Collaboration 27-33
  Mouhamad Almakhour, Layth Sliman, Abed Ellatif Samhat, Walid Gaaloul
• Performance/Cost Analysis of a Cloud Based Solution for Big Data Analytic: Application in Intrusion Detection 34-41
  Nada Chendeb, Iman Mallat, Nazim Agoulmine, Nour Mawass
• A Cost-Sensitive Cosine Similarity K-Nearest Neighbor for Credit Card Fraud Detection 42-47
  Sara Makki, Rafiqul Haque, Yehia Taher, Zainab Assaghir, Mohand-Said Hacid, Hassan Zeineddine
• Combinatorial Digital Signature Scheme 48-54
  Eliane Koussa, Jean-Charles Faugere, Gilles Macario-Rat, Jacques Patarin, Ludovic Perret
• A Deep Learning Approach for Intrusion Detection System in Industry Network 55-62
  Ahmad Hijazi, Abed El Safadi, Jean Marie Flaus
• A Survey of DNS Tunnelling Detection Techniques Using Machine Learning 63-66
  Shiraz Yassine, Jawad Khalife, Maroun Chamoun, Hussein Ghor

Semantic Web and Ontology

• Schema Discovery in Large Web Data Sources 67-74
  Redouane Bouhamoum, Zoubida Kedad, Stéphane Lopes
• Keyword Search Over RDF Graphs Using WordNet 75-82
  Mohamad Rihany, Zoubida Kedad, Stéphane Lopes
• Generic Video Surveillance Description Ontology 83-88
  Wael F. Youssef, Siba Haidar, Philippe Joly

Applications

• RaDEn: A Scalable and Efficient Radiation Data Engineering 89-93
  Hadi Fadlallah, Yehia Taher, Ali Jaber
• ProgMod: An Analytical Model for Prognosis Prediction of AML Patients Using Survival Regression and Gene Expression Levels 94-99
  Ahmad Al Sayyid, Rafiqul Haque, Ali Jaber, Sara Makki, Yehia Taher
• CityPro: From Big-Data to Intelligent-Data; a Smart Approach 100-106
  Mohamed Dbouk, Mariam Hakim, Ihab Sbeity