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A review of travel time estimation and forecasting for advanced traveller information systems
Due to the increase in vehicle transit and congestion in road networks, providing information
about the state of the traffic to commuters has become a critical issue for Advanced Traveller …
about the state of the traffic to commuters has become a critical issue for Advanced Traveller …
Short-term traffic forecasting: Where we are and where we're going
Since the early 1980s, short-term traffic forecasting has been an integral part of most
Intelligent Transportation Systems (ITS) research and applications; most effort has gone into …
Intelligent Transportation Systems (ITS) research and applications; most effort has gone into …
[PDF][PDF] A review of travel and arrival-time prediction methods on road networks: classification, challenges and opportunities
Transportation plays a key role in today's economy. Hence, intelligent transportation systems
have attracted a great deal of attention among research communities. There are a few …
have attracted a great deal of attention among research communities. There are a few …
Evaluating spatial accessibility to healthcare services under travel time uncertainty: A reliability-based floating catchment area approach
Most existing healthcare accessibility studies ignore the travel time uncertainty that are
commonly encountered in road networks. This study aims to examine the impacts of travel …
commonly encountered in road networks. This study aims to examine the impacts of travel …
On the estimation of arterial route travel time distribution with Markov chains
Recent advances in the probe vehicle deployment offer an innovative prospect for research
in arterial travel time estimation. Specifically, we focus on the estimation of probability …
in arterial travel time estimation. Specifically, we focus on the estimation of probability …
Experienced travel time prediction for congested freeways
Travel time is an important performance measure for transportation systems, and
dissemination of travel time information can help travelers make reliable travel decisions …
dissemination of travel time information can help travelers make reliable travel decisions …
A novel generative adversarial network for estimation of trip travel time distribution with trajectory data
K Zhang, N Jia, L Zheng, Z Liu - Transportation Research Part C: Emerging …, 2019 - Elsevier
Abstract Knowledge of trip travel times serves an important role in transportation
management and control. Existing travel time estimation approaches generally cover …
management and control. Existing travel time estimation approaches generally cover …
Estimation of trip travel time distribution using a generalized Markov chain approach
The increasing availability of opportunistic and dedicated sensors is transforming a once
data-starved transport field into one of the most data-rich. While link-level travel time …
data-starved transport field into one of the most data-rich. While link-level travel time …
Measuring place-based accessibility under travel time uncertainty
Travel time uncertainty has significant impacts on individual activity-travel scheduling, but at
present these impacts have not been considered in most accessibility studies. In this paper …
present these impacts have not been considered in most accessibility studies. In this paper …
Predicting short-term bus passenger demand using a pattern hybrid approach
This paper proposes an Interactive Multiple Model-based Pattern Hybrid (IMMPH) approach
to predict short-term passenger demand. The approach maximizes the effective information …
to predict short-term passenger demand. The approach maximizes the effective information …