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Real-time Travel Time Estimation Using Matrix Factorization
Since this approach can solve the sparsity problem that arises from the absence of cars in many road segments in a specific time interval, matrix factorization is suitable for estimating the travel time.
Proposing a Model for Predicting Passenger Origin-Destination in Online Taxi-Hailing Systems
Due to the significance of transportation planning, traffic management, and dispatch optimization, predicting passenger origin-destination has emerged as a crucial requirement for intelligent transportation systems management.
Short-term Demand Forecasting for Online Car-hailing Services using Recurrent Neural Networks
Recurrent neural networks have become one of the most popular methods for time series forecasting, however, due to the variety of these networks, the question that which type is the most appropriate one for this task remains unsolved.
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