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