A review of travel time estimation and forecasting for advanced traveller information systems

U Mori, A Mendiburu, M Álvarez… - … A: Transport Science, 2015 - Taylor & Francis
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 …

Short-term traffic forecasting: Where we are and where we're going

EI Vlahogianni, MG Karlaftis, JC Golias - Transportation Research Part C …, 2014 - Elsevier
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 …

[PDF][PDF] A review of travel and arrival-time prediction methods on road networks: classification, challenges and opportunities

A Abdi, C Amrit - PeerJ Computer Science, 2021 - peerj.com
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 …

Evaluating spatial accessibility to healthcare services under travel time uncertainty: A reliability-based floating catchment area approach

BY Chen, XP Cheng, MP Kwan, T Schwanen - Journal of Transport …, 2020 - Elsevier
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 …

On the estimation of arterial route travel time distribution with Markov chains

M Ramezani, N Geroliminis - Transportation Research Part B …, 2012 - Elsevier
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 …

Experienced travel time prediction for congested freeways

M Yildirimoglu, N Geroliminis - Transportation Research Part B …, 2013 - Elsevier
Travel time is an important performance measure for transportation systems, and
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 …

Estimation of trip travel time distribution using a generalized Markov chain approach

Z Ma, HN Koutsopoulos, L Ferreira… - … Research Part C …, 2017 - Elsevier
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 …

Measuring place-based accessibility under travel time uncertainty

BY Chen, H Yuan, Q Li, D Wang, SL Shaw… - International Journal …, 2017 - Taylor & Francis
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 …

Predicting short-term bus passenger demand using a pattern hybrid approach

Z Ma, J **ng, M Mesbah, L Ferreira - Transportation Research Part C …, 2014 - Elsevier
This paper proposes an Interactive Multiple Model-based Pattern Hybrid (IMMPH) approach
to predict short-term passenger demand. The approach maximizes the effective information …