A knowledge based real-time travel time prediction system for urban network

WH Lee, SS Tseng, SH Tsai - Expert systems with Applications, 2009 - Elsevier
Many approaches had been proposed for travel time prediction in these decades; most of
them focus on the predicting the travel time on freeway or simple arterial network. Travel …

Travel time prediction algorithm scalable to freeway networks with many nodes with arbitrary travel routes

J Kwon, K Petty - Transportation Research Record, 2005 - journals.sagepub.com
A travel time prediction algorithm scalable to large freeway networks with many nodes with
arbitrary travel routes is proposed. Instead of constructing separate predictors for individual …

[HTML][HTML] A dynamic approach to predict travel time in real time using data driven techniques and comprehensive data sources

H Taghipour, AB Parsa, AK Mohammadian - Transportation Engineering, 2020 - Elsevier
Having access to accurate travel time is of great importance for both highway network users
and traffic engineers. The travel time which is currently reported on highways is usually …

[HTML][HTML] Research on path planning model based on short-term traffic flow prediction in intelligent transportation system

D Zhu, H Du, Y Sun, N Cao - Sensors, 2018 - mdpi.com
Vehicle driving path planning is an important information service in intelligent transportation
systems. As an important basis for path planning optimization, the travel time prediction …

An integrated feature learning approach using deep learning for travel time prediction

M Abdollahi, T Khaleghi, K Yang - Expert Systems with Applications, 2020 - Elsevier
Travel time data is a vital factor for numbers of performance measures in transportation
systems. Travel time prediction is both a challenging and interesting problem in ITS …

Dynamic travel time prediction using data clustering and genetic programming

M Elhenawy, H Chen, HA Rakha - Transportation Research Part C …, 2014 - Elsevier
The current state-of-practice for predicting travel times assumes that the speeds along the
various roadway segments remain constant over the duration of the trip. This approach …

Deep spatial-temporal travel time prediction model based on trajectory feature

Z Sheng, Z Lv, J Li, Z Xu - Computers and Electrical Engineering, 2023 - Elsevier
Research on travel time prediction shows its importance in the rational planning of travel
arrangements and traffic congestion mitigation. The scale of taxi and online ride-hailing …

Freeway travel time forecast using artifical neural networks with cluster method

Y Lee - 2009 12th international conference on information …, 2009 - ieeexplore.ieee.org
This paper develops a novel travel time forecasting model using artificial neural network with
cluster method. The core logic of the model is based on a functional relation between real …

Mining traffic data from probe-car system for travel time prediction

T Nakata, J Takeuchi - Proceedings of the tenth ACM SIGKDD …, 2004 - dl.acm.org
We are developing a technique to predict travel time of a vehicle for an objective road
section, based on real time traffic data collected through a probe-car system. In the area of …

Traffic speed prediction under weekday, time, and neighboring links' speed: Back propagation neural network approach

EM Lee, JH Kim, WS Yoon - International Conference on Intelligent …, 2007 - Springer
Abstract The ATIS (Advanced Traveler Information System) provides travelers with real-time
and precise information about the shortest path to the destination, the traffic condition, travel …