RAC (Revue avec comité de lecture)

Benyahia, Ilham, Omar Abdul Wahab. The role of Intelligent Transportation Systems and Advanced Intelligent computing for Rail Transport Optimization. Routes et transports & Cahier spécial ferroviaire- AQTR (2022) :

Benyahia, Ilham, Giancarlo Colmenares, François Bellavance. From Highways Risk Monitoring Process to Intelligent System for Highways Safety Calibration for Autonomous Vehicles. Revue Routes et Transports, 46. 2 (2017) : 52-57.

Khelifi, Manel , Samira Moussaoui, Souhila Silmi, Ilham Benyahia. Localization Algorithms for Wireless Sensor Networks: A Review. Int. J. Sensor Networks 19. 2 (2015) : 114-129.

Benyahia, Ilham. A Methodology for Emergent Telecommunication Technology Experiments Based on Virtual Environment and AI Techniques. International Journal of Management & Information Technology (IJMIT) 3. 2 (2013) : 5.

Benyahia, Ilham. A Survey of Ant Colony Optimization Algorithms for Telecommunication Networks. The International Journal of Applied Metaheuristic Computing Volume 3, Issue 2. (2012) : 18-32.

Talbot, Vincent, Ilham Benyahia. Complex Application Architecture Dynamic Reconfiguration Based on Multi-criteria Decision Making. International Journal of Software Engineering & Applications (IJSEA) Vol.1. 4 (2010) : 19-37.

Potvin, Jean-Yves, Ying Xu, Ilham Benyahia. Vehicle Routing and Scheduling with Dynamic Travel Times. Computers & Operations Research 33. 4 (2006) : 1129-1137.

Benyahia, Ilham, J.Y. Potvin. Genetic Programming for Vehicle Dispatching. IEEE Transaction on Systems, Man and Cybernetics 28. 3 (1998) :

Mili, Hafedh, Francois Pachet, Ilham Benyahia, Frederick Eddy. Object- Oriented Metamodeling. OOPS messenger-Quartly Publication of the Special Interest Group on Programming Language 6. 4 (1996) : 105-110.

CAC (Publications arbitrées dans des actes de colloque)

Benyahia, Ilham, Tinko Eftimov. Smart City Safety Framework: Opportunities and challenges of Intelligent Infrastructure. ITS World Congress 2024 , Dubai. (2024).

Kerdous, Selma, Ilham Benyahia, Tinko Eftimov. Testing IA processing for traffic counting accuracy based on optical sensors. Conference Annuelle STI Canada, Vancouver. (2024).

Benyahia, Ilham, Kassi Venceslas Kadio. ITS Communications Technologies Challenges for Emergency Calls Performance (eCall). ITS Canada 2021 Virtual Conference , 15 pp . (2021).

Bappa, Muktar, Ilham Benyahia. Congestion Avoidance Based on Multi-Agents Systems (MAS) . TAC-ITS 2019 Joint Conference & Exhibition , (2019).

Benyahia, Ilham, Muktar Bappa, Jean-Francois Perrot. Cognition for autonomous vehicles: predicting and correcting the fading of transmissions". 26 th ITS World Congress,Singapore 2019, (2019). Acceptée

Chiali, Amine, Ilham Benyahia, Claude Francis Njoh Njoh. Use of Contextual Accident Prediction Methods for Road Traffic Regime Adaptation.. ITS Canada ACGM 2018, pp-11. (2018).

Benyahia, Ilham, Muktar Bappa, Jean-Francois Perrot. A Variant of the AnthocNet Routing Protocol: Empirical Study with Application to Communications between Emergency Vehicles.. ITS World Congress 2017, pp-10. (2017).

Ben-Yedder, Hanene, Ilham Benyahia. Reactive Emergency Vehicles Dispatching Based Real-time Information Dissemination. The 8th IEEE Annual Information Technology, Electronics and Mobile Communication Conference, 504-510. (2017).

Colmenares, Giancarlo, Ilham Benyahia. Role of vehicle’s intention on the optimization of collision avoidance strategies for cooperative driving. ITS World Congress 2017, (2017).

Benyahia, Ilham, Claude Francis Njoh Njoh. The Role of Traffic Modeling for Dynamic Road Safety. 2nd International Conference on Civil, Structural and Transportation Engineering , 120. (2016).

Colmenares, Giancarlo, Ilham Benyahia. Cooperative DrivingExperiments Based on a 3D Components Environment.. INCOM 2015 Symposium, published by Elsevier.INCOM, 2438-2442. (2015).

Khelifi, Manel, Ilham Benyahia, Samira Moussaoui, Farid Nait Abdessalem. An Overview of Localization Algorithms in Mobile Wireless Sensor Networks. CFIP & NOTERE 2015 /, 150-155. (2015).

Benyahia, Ilham, Giancarlo Colmenares, Mohamed Shawky, Marek Zaremba. Hierarchical Architecture for Connected Vehicles Collision Avoidance. ACGM ITS Canada , (2014).

Khelifi, Manel, Samira Moussaoui, Ilham Benyahia, Farid Nait-Abdessalem. Pro-MAP : A new Localization Algorithm for Wireless Sensor Networks. International Conference on Artificial Intelligence and Information Technology,(ICAIIT'2014),., 8-24.. (2014).

Benyahia, Ilham, Stéphane Bouchard, Guillaume Larivière, Stanley Wany, Marek B. Zaremba. A virtual driving environment for connected vehicles collision avoidance based on human factors. ACGM (Annual Conference and General Meeting) 2013- Intelligent Transport For Smart Cities, Toronto, ON. 10. (2013).

Khelifi, Manel, Samira Moussaoui, Ilham Benyahia. MDS-PoS: An Improved MDS-based Localization Algorithm for Wireless Sensor Networks. International Conference on Signal, Image, Vision and their Applications" SIVA’13, (2013).

Benyahia, Ilham, Yaovi Ahadjitse, Mohamed Shawky. Dynamic Optimisation of VANET Routing for Trip Delays Minimisation. Annual Conference and General Meeting (ACGM 2012), CD-Rom. (2012).

Aissanou, Farouk, Ilham Benyahia. Methodology of Dynamic Architectural Adaptation for Ad hoc Networks Operating in Disturbed Environment. ICN 2011, The Tenth International Conference on Networks, CD-ROM, Saint Marteen, The Netherlands Antilles . (2011).

Benyahia, Ilham, Hanene Ben Yedder, Jean-Yves Potvin. Active Information Base for Emergency Vehicle Dispatching Based on Interconnected Vehicles . ITS ACGM 2011, Vancouver. CD-ROM. (2011).

Benyahia, Ilham, Jean-Francois Perrot, Martine Peters. Strategy for Teaching Programming Languages to Heterogeneous Classes. The Canadian Network For Innovation in Education Conference, Saint John,New Brunswick, Canada, (2010), CD-ROM. (2010).

Petrowski, Alain, Farouk Aissanou, Ilham Benyahia, Sébastien Houcke. Multicriteria Reinforcement Learning Based on a Russian Doll Method for Network Routing. . IEEE International Conference on Intelligent Systems, University of Westminster, London UK , 321-326. (2010).

Talbot, Vincent, Ilham Benyahia. Road Safety Information Processing Using Multi-Criteria Decision-Making Reconfigurable Architecture . ITS Canada Intelligent Transportation Systems Conference. Ottawa Canada ( 2010)., 14pp. (2010).

Benyahia, Ilham, Vincent Talbot. Optimizing the Architecture of Adaptive Complex Applications Using Genetic Programming. Proceedings of the Fourteenth International Conference on Distributed Multimedia Systems, Boston, Massachusetts, USA. 27-31. (2008).

Legault, Thomas, Ilham Benyahia. Use of data Mining for Incremental Modeling of Network Environment Components. Proceedings of the 2008 International Conference On Data Mining, Las Vegas (Nevada) USA. 342-347. (2008).

Benyahia, Ilham, Dany Lapointe. A Complex Applications Framework Supporting Adaptive Routing Strategy for Ad-hoc Networks. Advanced International Conference on Telecommunications AICT'06, CD-ROM. (2006).

Benyahia, Ilham, Jean-Yves Potvin, Ying Xu. A Complex Applications Framework Supporting Tolerant Dynamic Vehicle Dispatching. The 4th ACS/IEEE International Conference on Computer Systems and Applications, March 2006, CD-ROM. (2006).

Benyahia, Ilham, Philippe Kouamé. Design Methodology For An Adaptive ATM Switch. 7th IFAC Symposium on Cost Oriented Automation COA 2004, 301-304. (2004).

Benyahia, Ilham, Luc Lefebvre. MIB Enrichment for Network Reliability. International Network Optimization Conference (INOC2003), 78-82. (2003).

Benyahia, Ilham, Jean-Yves Potvin. A Framework Architecture Design for Dynamic Vehicle Dispatching. IEEE HICSS-34, (2001).

Benyahia, Ilham, M. Hilali. An Adaptive Framework for Distributed Complex Applications Development. IEEE TOOLS USA 2000 International Conference on Technology of Object-Oriented Langages and Systems, 339-349. (2000).

Mili, Hafedh, Sahraoui Houari, Ilham Benyahia. Representing and Querying Reusable Object Frameworks . SSR’97, Symposium on Software Reusability. , Boston USA. (1997).

Benyahia, Ilham. Using a Discrete Event Simulation to Test a Generic Architecture for Complex Real-Time Systems. CSESAW, Proceedings IEEE Conference on Engineering Of Complex Computer Systems., Montréal. (1996).

Benyahia, Ilham, Jean-Yves Potvin. Generalization and Refinement Of Route Construction Heuristics Using Genetic Algorithms. IEEE ICEC’95, International Conference on Evolutionary Computation, Perth (Australie) . (1995).

Benyahia, Ilham. An Object-Oriented Real-Time Management System for Complex Applications. Workshop on "Object-Oriented Real-Time Systems", OOPSLA ACM SIGPLAN 95, Austin Texas USA. (1995).

Benyahia, Ilham. An Architecture For a Real-Time Circulation Of Information. International Conference IPMU'92. On Information Processing And Management Of Uncertainty In Knowledge-Based Systems, Espagne. (1992).

Benyahia, Ilham. Ordonnancement et ré-ordonnancement dans un système de circulation d'informations en temps réel. CONVENTION IA 91. Conférence Européenne sur les techniques et les applications de l'IA en milieu industriel et de service, Paris. (1991).

Benyahia, Ilham, Luc Wybo. Modeling of a Management System for Real-Time Circulation of Information. Symposium International, Intelligence Artificielle quelle réalité , (1990).

RAP (Rapport de recherche)

Benyahia, Ilham. 2020. Distributed Real-Time and Emerging Traffic Management System For Dynamic Congestion Control, Strategic Policy and Innovation Transport Canada / Government of Canada, :

Benyahia, Ilham. 2018. History of ITS Services and Technologies: Role of Communications for Road Safety, 2018-08. Montréal - CIRRELT :

Benyahia, Ilham. 2009. Alain Petrowski,, Sebastien Houcke, Ilham Benyahia, Marc Girod Genet, Djamal Zeghlache, Optimisation et routage pour les réseaux ad-hoc, , Rapport scientifique du projet OPERRA, Institut Telecom-crédits incitatif, France, (2009). :

Fiola, Marco A., Ilham Benyahia, Diane Bigras, Albert Boulet, Jean-Pierre Deslauriers, Roland Foucher, Sylvain Lemay, Francine Rancourt, Caroline Cyr, Marc Aubé, Michèle De Serres Pronovost. 2006. Rapport du Comité de réflexion sur l'enseignement aux groupes nombreux, Université du Québec en Outaouais :

Potvin, Jean-Yves, Ying Xu, Ilham Benyahia. 2003. Vehicle Routing And Scheduling with Dynamic Travel Times, CRT-2003-31. Centre de Recherches sur les Transports :

Benyahia, Ilham, Jean-Yves Potvin. 2001. A Framework For Information Management In Dynamic Vehicle Dispatching, CRT-2001-21. Centre de Recherches sur les Transports :

Benyahia, Ilham, Gilles Missout. 1996. Étude et recommandation d’une infrastructure de gestion des informations du réseau intelligent, IREQ-96-103C. Rapport IREQ Hydro-Québec, IREQ-96-103C-Confidentiel :

Benyahia, Ilham. 1996. Philosophie et techniques de mise en œuvre du réseau de gestion des télécommunications (RGT): Applications aux réseaux SONET, IREQ-96-270,. Rapport IREQ Hydro-Québec, IREQ-96-270, :

COF (Communication arbitrée)

Benyahia, Ilham, Michael De-Santis. ITS Emerging Technologies Development and Deployment : Impacts of AI trends :Public Transport and Human Factors. Conference ITS Canada -19-21 June- Vancouver-2024. Vancouver, Colombie Britannique, CA, 2024.

Benyahia, Ilham, Richard Easley, Yeatland Wang. ITS Emerging Technologies Development and Deployment : Impacts of AI trends: Smart Mobility and Artificial Intelligence. Conference ITS Canada -19-21 June- Vancouver-2024. Vancouver, Colombie Britannique, CA, 2024.

Benyahia, Ilham, Yeatland Wong. : ITS Emerging Technologies Development and Deployment : Impacts of AI trends : Connected Vehicles and Cybersecurity. Conference ITS Canada -19-21 June- Vancouver-2024. Vancouver, Colombie Britannique, CA, 2024.

Benyahia, Ilham. ITS-Emergent Technologies-2023. Conference ITS Canada -14-16 June- Windsor-2023. Windsor - Ontario Canada, 2023.

Benyahia, Ilham. La fin des embouteillages ? . ACFAS 2019, Conférence DECLIC. Gatineau, Canada, 2019.

Njoh Njoh, Claude, Ilham Benyahia, Muktar Bappa. Processus de choix de méthode de prédiction de paramètres du trafic routier basé sur la simulation du comptage de véhicules. ACFAS. Gatineau , 2019.

Colmenares, Giancarlo, Ilham Benyahia, Mohamed Shawky, Marek B. Zaremba. Intelligent Agents for Cooperative Driving:Challenges and Solutions. (INCOM 2015). 2015 IFAC/IEEE Symposium on Information Control in Manufacturing. 2015.

Dechamplain, Christian, Ilham Benyahia. Impact of fairness of transmission and QoS onVANET networks congestion management.. ACGM 2015 ITS Canada. 2015.

Ben Yedder, Hanene, Ilham Benyahia, Jean-Yves Potvin. Dynamic Vehicle Dispatching Problem for Emergency Vehicles Based on Information Dissemination . Journéesd'optimisation 2014. Monréal QUébec, Canada, 2014.

Robillard, G., Stéphane Bouchard, Ilham Benyahia, N. Tardif, Marek B. Zaremba. Validation of a virtual environment developed to assess reactions of anxious drivers. 47th Annual Convention of the Association for Behavioral and Cognitive Therapy. Nashville, TN, États-Unis, 21-24 novembre 2013.

Aissanou, Farouk, Ilham Benyahia. Utilisation des colonies de fourmis pour le routage des réseaux ad-hoc, Journées d'optimisation 2009, Montréal Mai (2009).. 2009.

Benyahia, Ilham. Grand groupe + Hétérogénéité + Double objectif = jeu de rôle Alternative”, . Journée de valorisation de l’enseignement (JVE 2009) , Université du Québec en Outaouais, 22 Avril 2009. 2009.

Benyahia, Ilham, Dany Lapointe. Adaptive Routing Strategies to Optimize the QoS of Adhoc Networks. International Conference on Cutting Edge Wireless and IT Technologies, December 7, 2005.

Benyahia, Ilham, Vincent Talbot. Dynamic Reconfiguration for Performance Optimization of Complex Applications. Journées d'optimisation. Montréal, Mai 2004.

Benyahia, Ilham, Luc Lefebvre. Enhancement of a network errors diagnosis by its MIB Enrichment. Journée d'optimisation. Montréal, Mai 2003.

Benyahia, Ilham, Michel Lafrenière. Dynamic Routing Approaches for Network Performance Optimization. Journées d'optimisation. Montréal, Mai 2004.

Benyahia, Ilham, Philippe Kouame. Adaptation of an ATM Network Switching to Optimize its QOS. Journée d'optimisation . Montréal, Mai 2003.

Benyahia, Ilham, M. Hilali, E. Taillard. Using Adaptive Processing to Optimise the performance of Distributed Systems. Journées d 'optimisation. Montréal, Mai 2000.

Benyahia, Ilham. A Methodology for Complex Networks Behaviors Describing. SCI/ISAS 99, World Multiconference on Systemics, Cybernetics and Informatics. Orlando,

Benyahia, Ilham. A Methodology of Describing Complex Environment Behaviors to Optimize Processing Resources. Journée d'optimisation. 01-01-1999.

Benyahia, Ilham. A Methodology of Describing Complex Environment Behaviors to optimize processing ressources. Journées d’optimisation. Montréal, Mai 1999.

Benyahia, Ilham, J.Y. Potvin. Genetic Programming for Vehicles Dispatching. IEEE ICEC'97 International Conference on Evolutionary Computation. Indianapolis,

Mili, H., H. Sahraoui, Ilham Benyahia. Representing and Querying Reusable Object Frameworks. SSR'97, Symposium on Software Reusability. Boston,

CNA (Communication non arbitrée)

Benyahia, Ilham. Technology Training Techniques for Transportation.. TAC Spring Conference meetings. Ottawa Canada,

Benyahia, Ilham. The role of serious games for transportation training . Transportation Association of Canada (TAC) Spring Conference. Ottawa, April 22 2017.

AUT (Autres)

Benyahia, Ilham, al . Guide sur la réutilisation : donner. Rapport IREQ Hydro-Québec, IREQ-97-079. (1997-03-01) :

Benyahia, Ilham, al . Guide sur la réutilisation : recevoir. Rapport IREQ Hydro-Québec, IREQ-97-080 (1997-01-01) :

Benyahia, Ilham, M. Marin, H. Dargham. Modélisation et expérimentation d'un noyau du réseau des informations du réseau intelligent. Rapport confidentiel IREQ Hydro-Québec, IREQ-97-091C (1997-01-01) :

Benyahia, Ilham. Spécifications structurelles et fonctionnelles du réseau des informations du réseau intelligent. Rapport confidentiel IREQ Hydro-Québec, IREQ-97-066C, mars 1997 (1997-03-01) :