Utilisateur:Amhaz

Rabih AMHAZ

• Enseignant chercheur at Icam site de Strasbourg-Europe, membre du CSTB research team at ICube Laboratory
• Head of Specialised Master Degree at Icam site de Strasbourg-Europe (Mastère Spécialisé CGE) :
  • Expert de la transition numérique Opérationnelle MS-ETNO
  • Développement de l'Offre d'Objets connectés et Services associés avec l'EM Strasbourg (Business School) MS-DEVOOS

Research Topics

• Trusted AI applied on :
  • Image processing
  • Graph structured Data
• Blockchain Technology :
  • Secure File Sharing
  • Decentralised trust networks

• Applications : Anomaly detection case of Cracks and small objects through AI applied to Images, Blockchain Dapp for Medical Cohort sharing documents.

Teaching

Since 2019

• Network Algorithms
• Graph theory and algorithms
• Scientific research and methodology
• Algorithm and Programming (VBA)
• Programming in C
• Object Oriented Programming (Java)
• Internet des objets (IoT)
• Image Processing for industry 4.0

Between 2016 and 2019

• Algorithm and Programming 1 & 2
• Object Oriented Programming 1 and 2
• Data structures and algorithms 1 & 2
• Database
• Advanced C Programming
• Computer architecture
• Web programming
• Operating System Administration
• System Programming
• Software Engineering
• Signal Processing

Publications

• Amani Abou Rida, Rabih Amhaz, Pierre Parrend, Anomaly Detection on Static and Dynamic Graphs using Graph Convolutional Neural Networks, Robotics and AI for Cybersecurity and Critical Infrastructure in Smart Cities, Nadia Nedjah, Ahmed A. Abd Al-Latif, Brij B. Gupta, Luiza M. Mourelle (Eds.), Chapitre. -, page 23, Springer, Studies in Computational Intelligence Series, 2022.

• Amani Abou Rida, Rabih Amhaz, Pierre Parrend, Anomaly Detection for CyberSecurity Using Inductive Node Embedding with Convolutional Graph Neural Networks, Complex Network 2021, Madrid, Spain, octobre 2021.

• Ulviya Abdulkarimova, Igor Santos Peretta, Anna Leonteva, Younes Monjid, Rabih Amhaz, Marc Haegelin, Pierre Collet, Christian Rolando, A GA for non-uniform sampling harmonic analysis, GECCO '20: Genetic and Evolutionary Computation Conference, July 2020.

• Longchao Yang, Vincent Baltazart, Rabih Amhaz, Peilin Jiang, Automatic A new A-star algorithm adapted to the semi-automatic detection of cracks within grey level pavement images, Eighth International Conference on Digital Image Processing, August 2016.

• Vincent Baltazart, J.-M. Moliard, Rabih Amhaz, M. Jethwa, Automatic Crack Detection on Pavement Images for Monitoring Road Surface Conditions—Some Results from the Collaborative FP7 TRIMM Project, RILEM Bookseries, January 2016.

• Rabih Amhaz, Sylvie Chambon, Jérôme Idier, Vincent Baltazart, A new minimal path selection algorithm for automatic crack detection on pavement images, January 2015.

• Rabih Amhaz, Sylvie Chambon, Jérôme Idier, Vincent Baltazart, Automatic crack detection on 2D pavement images : An algorithm based on minimal path selection, IEEE Transactions on Intelligent Transportation Systems, Paris, January 2015.

• Rabih Amhaz, Sylvie Chambon, Jérôme Idier, Vincent Baltazart, Une méthode de relevé automatique de fissures de chaussée fondée sur la recherche de chemins minimaux, november 2013.

• Rabih Amhaz, Sylvie Chambon, Jérôme Idier, Vincent Baltazart, Automatic Road Crack Detection by Selection of Minimal Paths, september 2013.

Encadrement doctoral et de recherche

Encadrement / co-encadrement de thèses en cours :

• Rauf Fatali (Oct 22 - ) "MIIRAG - Maintenance through Imaging in artificial Intelligence for safe Roads & Augmented Governance" (co-directeur Aline Deruyver, co-directeur Grégoire Chabrol), thèse de l'Université de Strasbourg et l'Icam site de Strasbourg-Europe en collaboration avec l'Université Franco-Aserbaïdjanaise (UFAZ).
• Amani Abou Rida (Oct 20 -) "Explainable and Transferable Anomaly Detection for Cyber security in Artificial Immune Ecosystem" (directeur Pierre Parrend), thèse de l'Université de Strasbourg.

Thèses soutenues (en tant que encadrant / co-encadrant)

• Ulviya Abdulkarimova (Oct 18 - Sept 21) "Sinus-it: an Evolutionary Approach to Harmonic Analysis", (directeur Pierre Collet 50%, co-directeur Christian Rolando 50%), thèse de l'Université de Strasbourg en collaboration avec l'Université de Lille et l'Université Franco-Aserbaïdjanaise (UFAZ) soutenue le 2 septembre 2021 en visioconférence.