Potential of big data in forecasting travel times

I Semanjski - Promet-Traffic & Transportation, 2015 - biblio.ugent.be
Travel time forecasting is an interesting topic for many intelligent transportation system (ITS)
services. Increased availability of data collection sensors increases the availability of the …

Analysed potential of big data and supervised machine learning techniques in effectively forecasting travel times from fused data

I Šemanjski - Promet-Traffic&Transportation, 2015 - hrcak.srce.hr
Sažetak Travel time forecasting is an interesting topic for many ITS services. Increased
availability of data collection sensors increases the availability of the predictor variables but …

Data-driven modeling of urban traffic travel times for short-and long-term forecasting

H Novak, F Bronić, A Kolak… - Ieee transactions on …, 2023 - ieeexplore.ieee.org
Travel time duration and traffic forecasting in urban environments is of critical importance for
efficient supply chain logistics and accurate navigation services. The paper compares data …

Travel Time Prediction-A Comparison Study on a common Data Set

T Wolff, EØ Lunde - 2015 - ntnuopen.ntnu.no
Intelligent transportation systems are information and communication technology solutions
in the transportation sector. Systems for predicting travel time are examples of such systems …

[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 …

Short-term travel-time prediction on highway: a review of the data-driven approach

S Oh, YJ Byon, K Jang, H Yeo - Transport Reviews, 2015 - Taylor & Francis
Near future travel-time information is one of the most critical factors that travellers consider
before making trip decisions. In efforts to provide more reliable future travel-time estimations …

[引用][C] A procedure for urban route travel time forecast based on advanced traffic data: Case study of Rome

E Cipriani, S Gori, L Mannini… - 17th International IEEE …, 2014 - ieeexplore.ieee.org
A procedure for urban route travel time forecast based on advanced traffic data: Case study of
Rome Page 1 Abstract — In this paper, authors report a procedure to forecast the route travel …

Short-term travel time prediction

X Zhang, JA Rice - Transportation Research Part C: Emerging …, 2003 - Elsevier
Effective prediction of travel times is central to many advanced traveler information and
transportation management systems. In this paper we propose a method to predict freeway …

[PDF][PDF] Travel speed prediction using machine learning techniques

M Gmira, M Gendreau, A Lodi… - ITS World …, 2017 - cerc-datascience.polymtl.ca
Given that the travel time required to get from one location to another in a road network is an
important performance measure in intelligent transportation and advanced traveler …

Road freight transport travel time prediction

K Sigakova - 2012 - diva-portal.org
Context. Road freight transport travel time estimation is an important task in fleet
management and traffic planning. Goods often must be delivered in a predefined time …