Probabilistic Forecasting of Bus Travel Time with a Bayesian Gaussian Mixture Model
Published 2023 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
Probabilistic Forecasting of Bus Travel Time with a Bayesian Gaussian Mixture Model
Authors
Keywords
-
Journal
TRANSPORTATION SCIENCE
Volume -, Issue -, Pages -
Publisher
Institute for Operations Research and the Management Sciences (INFORMS)
Online
2023-10-10
DOI
10.1287/trsc.2022.0214
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- A Sequence and Network Embedding Method for Bus Arrival Time Prediction Using GPS Trajectory Data Only
- (2023) Changlin Li et al. IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS
- Transit Arrival Time Prediction Using Interaction Networks
- (2023) Xiaofeng Li et al. IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS
- Robust Real-Time Delay Predictions in a Network of High-Frequency Urban Buses
- (2022) Hector Rodriguez-Deniz et al. IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS
- What Do We Know When? Modeling Predictability of Transit Operations
- (2022) Beda Buchel et al. IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS
- Predicting the probability distribution of bus travel time to measure the reliability of public transport services
- (2022) Léa Ricard et al. TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES
- Understanding urban bus travel time: Statistical analysis and a deep learning prediction
- (2022) Yanjun Liu et al. INTERNATIONAL JOURNAL OF MODERN PHYSICS B
- Predicting public transit arrival: A nonlinear approach
- (2022) Avinash Achar et al. TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES
- An automatic real-time bus schedule redesign method based on bus arrival time prediction
- (2021) Xinming Zhang et al. ADVANCED ENGINEERING INFORMATICS
- BUS TRAVEL TIME PREDICTION USING SUPPORT VECTOR MACHINES FOR HIGH VARIANCE CONDITIONS
- (2021) Anil Kumar Bachu et al. Transport
- Bus arrival time prediction and reliability analysis: An experimental comparison of functional data analysis and Bayesian support vector regression
- (2021) Y.P. Huang et al. APPLIED SOFT COMPUTING
- Probability distributions analysis of travel time variability for the public transit system
- (2021) M.M. Harsha et al. International Journal of Transportation Science and Technology
- Modeling conditional dependencies for bus travel time estimation
- (2021) Beda Büchel et al. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS
- Bus travel time prediction: a log-normal auto-regressive (AR) modelling approach
- (2020) B. Dhivya Bharathi et al. Transportmetrica A-Transport Science
- Personalized predictive public transport crowding information with automated data sources
- (2020) Erik Jenelius TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES
- Predicting irregularities in arrival times for transit buses with recurrent neural networks using GPS coordinates and weather data
- (2020) Omar Alam et al. Journal of Ambient Intelligence and Humanized Computing
- Development of new reliability measure for bus routes using trajectory data
- (2019) Akhilesh Chepuri et al. Transportation Letters-The International Journal of Transportation Research
- Bus travel time prediction with real-time traffic information
- (2019) Jiaman Ma et al. TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES
- Bus Arrival Time Prediction: A Spatial Kalman Filter Approach
- (2019) Avinash Achar et al. IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS
- Learning heterogeneous traffic patterns for travel time prediction of bus journeys
- (2019) Peilan He et al. INFORMATION SCIENCES
- Analysis of bus travel time distributions for varying horizons and real-time applications
- (2018) Md. Matiur Rahman et al. TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES
- Bus travel time modelling using GPS probe and smart card data: a probabilistic approach considering link travel time and station dwell time
- (2018) Zhuang Dai et al. Journal of Intelligent Transportation Systems
- Multi-output bus travel time prediction with convolutional LSTM neural network
- (2018) Niklas Christoffer Petersen et al. EXPERT SYSTEMS WITH APPLICATIONS
- A hybrid model based method for bus travel time estimation
- (2017) B. Anil Kumar et al. Journal of Intelligent Transportation Systems
- Estimation of trip travel time distribution using a generalized Markov chain approach
- (2017) Zhenliang Ma et al. TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES
- Bus travel time prediction using a time-space discretization approach
- (2017) B. Anil Kumar et al. TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES
- Using survival models to estimate bus travel times and associated uncertainties
- (2017) Zhengyao Yu et al. TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES
- Real time bus travel time prediction using k-NN classifier
- (2017) B. Anil Kumar et al. Transportation Letters-The International Journal of Transportation Research
- Modeling distributions of travel time variability for bus operations
- (2015) Zhenliang Ma et al. JOURNAL OF ADVANCED TRANSPORTATION
- Public Transport Travel-Time Variability Definitions and Monitoring
- (2015) Le-Minh Kieu et al. JOURNAL OF TRANSPORTATION ENGINEERING
- Public Transport Travel-Time Variability Definitions and Monitoring
- (2015) Le-Minh Kieu et al. JOURNAL OF TRANSPORTATION ENGINEERING
- Dynamic Bus Travel Time Prediction Models on Road with Multiple Bus Routes
- (2015) Cong Bai et al. Computational Intelligence and Neuroscience
- Dynamic bus holding strategies for schedule reliability: Optimal linear control and performance analysis
- (2011) Yiguang Xuan et al. TRANSPORTATION RESEARCH PART B-METHODOLOGICAL
- Bus arrival time prediction at bus stop with multiple routes
- (2011) Bin Yu et al. TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES
- Using Bus Probe Data for Analysis of Travel Time Variability
- (2009) Nobuhiro Uno et al. Journal of Intelligent Transportation Systems
- Using GPS Data to Gain Insight into Public Transport Travel Time Variability
- (2009) Ehsan Mazloumi et al. JOURNAL OF TRANSPORTATION ENGINEERING
Discover Peeref hubs
Discuss science. Find collaborators. Network.
Join a conversationFind the ideal target journal for your manuscript
Explore over 38,000 international journals covering a vast array of academic fields.
Search