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- ArticleSeptember 2024
Graph2RETA: Graph Neural Networks for Pick-up and Delivery Route Prediction and Arrival Time Estimation
KI 2024: Advances in Artificial IntelligencePages 232–245https://doi.org/10.1007/978-3-031-70893-0_17AbstractThis research proposes an effective way to address the issues faced by pick-up and delivery services. The real-world variables that affect delivery routes are frequently overlooked by traditional routing technologies, resulting in differences ...
- research-articleNovember 2018
SimilarMove: Similarity-based Prediction for Moving Object Future Path
PredictGIS 2018: Proceedings of the 2nd ACM SIGSPATIAL Workshop on Prediction of Human MobilityPages 15–24https://doi.org/10.1145/3283590.3283593Trajectory prediction has a significant impact on many location-based services such as local search, traffic management, and routing services. Existing trajectory prediction techniques utilize the object's motion history to predict the future path(s). ...
- ArticleOctober 2012
Road Traffic Forecasting through Simulation and Live GPS-Feed from Intervehicle Networks
GHTC '12: Proceedings of the 2012 IEEE Global Humanitarian Technology ConferencePages 36–40https://doi.org/10.1109/GHTC.2012.15Any disaster management requires sending emergency aids to the affected areas in an earliest possible time. In urban areas, high traffic volume is an impediment for efficient transportation of such goods and services. In this paper, we present a traffic ...