This Dataset is extracted using all the bus stops and terminals on route 654 (Kandy-Digana) The extraction of intermediate location points of the bus route is achieved by using the OSMnx package provided by OpenStreetMap. All the POI data are extracted using the OSMnx package as well.
Please cite the following paper if you use this dataset (Thank you!):
"A. K. Warnakulasuriya, C. D. R. M. Weerasinghe, H. K. G. V. L. Wickramarathna, S. Ratneswaran and U. Thayasivam, "Explainable Bus Arrival Time Prediction Model with Improved Features Related to Topography and Points of Interest," 2024 IEEE 27th International Conference on Intelligent Transportation Systems (ITSC), Edmonton, AB, Canada, 2024, pp. 2131-2136, doi: 10.1109/ITSC58415.2024.10920146. keywords: {Accuracy;Explainable AI;Focusing;Predictive models;Surfaces;Cognition;Real-time systems;Delays;Reliability;Intelligent transportation systems}, "
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