Travel-time prediction with support vector regression
Travel time is a fundamental measure in transportation. Accurate travel-time prediction also
is crucial to the development of intelligent transportation systems and advanced traveler …
is crucial to the development of intelligent transportation systems and advanced traveler …
Bus travel time prediction using a time-space discretization approach
The accuracy of travel time information given to passengers plays a key role in the success
of any Advanced Public Transportation Systems (APTS) application. In order to improve the …
of any Advanced Public Transportation Systems (APTS) application. In order to improve the …
Traveler-oriented advanced traveler information system based on dynamic discovery of resources: potentials and challenges
O Kem, F Balbo, A Zimmermann - Transportation research procedia, 2017 - Elsevier
An Advanced Traveler Information System (ATIS) aims at providing travelers with multi-
modal trip planning, route guidance services and advisory functions. Most ATIS's provide …
modal trip planning, route guidance services and advisory functions. Most ATIS's provide …
Analysis of global positioning system based bus travel time data and its use for advanced public transportation system applications
A Khadhir, B Anil Kumar… - Journal of Intelligent …, 2021 - Taylor & Francis
The rapid advancements in sensor technologies has resulted in the increased use of
Automatic Vehicle Location (AVL) systems for traffic data collection. Global Position System …
Automatic Vehicle Location (AVL) systems for traffic data collection. Global Position System …
HTTP: A new framework for bus travel time prediction based on historical trajectories
In this paper, we develop a new bus travel time prediction framework, called H istorical T
rajectory based Travel/Arrival T ime P rediction (HTTP) for real-time prediction of travel time …
rajectory based Travel/Arrival T ime P rediction (HTTP) for real-time prediction of travel time …
Harvesting real time traffic information from twitter
The flow of information on Twitter holds a wealth of information that can be extracted for
specific uses. This study attempted to extract road traffic information from Twitter timelines for …
specific uses. This study attempted to extract road traffic information from Twitter timelines for …
A hybrid model based method for bus travel time estimation
BA Kumar, L Vanajakshi… - Journal of Intelligent …, 2018 - Taylor & Francis
Providing accurate information about bus arrival time to passengers can make the public
transport system more attractive. Such information helps the passengers by reducing the …
transport system more attractive. Such information helps the passengers by reducing the …
Bus travel time prediction under high variability conditions
Bus travel times are prone to high variability, especially in countries that lack lane discipline
and have heterogeneous vehicle profiles. This leads to negative impacts such as bus …
and have heterogeneous vehicle profiles. This leads to negative impacts such as bus …
Deep learning–just data or domain related knowledge adds value?: bus travel time prediction as a case study
In recent years, deep learning models proved their ability to solve complex problems in the
areas such as computer vision and natural language processing, and are receiving a lot of …
areas such as computer vision and natural language processing, and are receiving a lot of …
[PDF][PDF] Pattern-based bus travel time prediction under heterogeneous traffic conditions
BA Kumar, L Vanajakshi… - … Council, Washington, DC, 2013 - researchgate.net
In recent times, congestion levels have been increasing in Indian cities due to rapid changes
in urbanization, which will lead to several negative impacts such as delays and pollution …
in urbanization, which will lead to several negative impacts such as delays and pollution …