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The main focus of this research is on the development of bimodal traffic controller for signposted road-rail junctions. The role of such systems is to manage the existing infrastructure to ease congestion and respond to crises. The system seek to have a system that insure a safer and more convenient travel for people. In this paper, the proposed controller is based on case based reasoning (CBR) approach. In fact, the CBR is always considered as a cyclic paradigm of Artificial Intelligence and that is used to learning and problem solving based on past experience. The developed system is tested with on a virtual junction and the obtained results are discussed.