| Using ontology to guide reinforcement learning agents in unseen situations: A traffic signal control system case study S Ghanadbashi, F Golpayegani Applied Intelligence 52 (2), 1808-1824, 2022 | 22 | 2022 |
| Towards a method engineering approach for business process reengineering S Ghanadbashi, R Ramsin IET Software 10 (2), 27-44, 2016 | 21 | 2016 |
| An ontology-based intelligent traffic signal control model S Ghanadbashi, F Golpayegani 2021 IEEE international intelligent transportation systems conference (ITSC …, 2021 | 12 | 2021 |
| Intelligent shared mobility systems: A survey on whole system design requirements, challenges and future direction F Golpayegani, M Gueriau, PA Laharotte, S Ghanadbashi, J Guo, ... IEEE Access 10, 35302-35320, 2022 | 10 | 2022 |
| Adaptive workload orchestration in pure edge computing: A reinforcement-learning model Z Safavifar, S Ghanadbashi, F Golpayegani 2021 IEEE 33rd International Conference on Tools with Artificial …, 2021 | 10 | 2021 |
| Applying data mining techniques to business process reengineering based on simultaneous use of two novel proposed approaches S Ghanadbashi, M Khanbabaei, MS Abadeh International Journal of Business Process Integration and Management 6 (3 …, 2013 | 7 | 2013 |
| Urban emergency management using intelligent traffic systems: Challenges and future directions F Golpayegani, S Ghanadbashi, M Riad 2021 IEEE International Smart Cities Conference (ISC2), 1-4, 2021 | 5 | 2021 |
| Handling uncertainty in self-adaptive systems: an ontology-based reinforcement learning model S Ghanadbashi, Z Safavifar, F Taebi, F Golpayegani Journal of Reliable Intelligent Environments, 1-26, 2023 | 4 | 2023 |
| Towards the use of hypermedia mas and microservices for web scale agent-based simulation R Collier, S Russell, S Ghanadbashi, F Golpayegani SN Computer Science 3 (6), 510, 2022 | 2 | 2022 |
| An Ontology- based Augmented Observation for Decision-making in Partially Observable Environments S Ghanadbashi, A Zarchini, F Golpayegani 15th International Conference on Agents and Artificial Intelligence (ICAART …, 2023 | 1 | 2023 |
| Urban Traffic Signal Control at the Edge: An Ontology-Enhanced Deep Reinforcement Learning Approach J Guo, S Ghanadbashi, S Wang, F Golpayegani 2023 IEEE 26th International Conference on Intelligent Transportation …, 2023 | | 2023 |
| Ontology-based Adaptive Reward Functions S Ghanadbashi, A Zarchini, F Golpayegani | | 2023 |
| Run-Time Norms Synthesis in Dynamic Environments with Changing Objectives M Riad, S Ghanadbashi, F Golpayegani Irish Conference on Artificial Intelligence and Cognitive Science, 462-474, 2022 | | 2022 |
Fatemeh GolpayeganiAssistant Professor, Computer science, University College DublinVerified email at ucd.ie
