Bus arrival time prediction and reliability analysis: An experimental comparison of functional data analysis and Bayesian support vector regression
出版年份 2021 全文链接
标题
Bus arrival time prediction and reliability analysis: An experimental comparison of functional data analysis and Bayesian support vector regression
作者
关键词
Bus arrival time prediction, Bus travel time reliability, Real-time transit information system, Skewed journey time distribution
出版物
APPLIED SOFT COMPUTING
Volume 111, Issue -, Pages 107663
出版商
Elsevier BV
发表日期
2021-07-06
DOI
10.1016/j.asoc.2021.107663
参考文献
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注意：仅列出部分参考文献，下载原文获取全部文献信息。- Modeling double time-scale travel time processes with application to assessing the resilience of transportation systems
- (2019) R.X. Zhong et al. TRANSPORTATION RESEARCH PART B-METHODOLOGICAL
- Bus travel time prediction with real-time traffic information
- (2019) Jiaman Ma et al. TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES
- A data-driven hybrid control framework to improve transit performance
- (2019) Wensi Wang et al. TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES
- On asymptotic properties of hyperparameter estimators for kernel-based regularization methods
- (2018) Biqiang Mu et al. AUTOMATICA
- On kernel design for regularized LTI system identification
- (2018) Tianshi Chen AUTOMATICA
- Continuous-Time DC Kernel --- A Stable Generalized First-Order Spline Kernel
- (2018) Tianshi Chen IEEE TRANSACTIONS ON AUTOMATIC CONTROL
- On input design for regularized LTI system identification: Power-constrained input
- (2018) Biqiang Mu et al. AUTOMATICA
- Probabilistic Prediction of Bus Headway Using Relevance Vector Machine Regression
- (2017) Haiyang Yu et al. IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS
- Multi-objective optimal control formulations for bus service reliability with traffic signals
- (2017) Andy H.F. Chow et al. TRANSPORTATION RESEARCH PART B-METHODOLOGICAL
- A statistical method for estimating predictable differences between daily traffic flow profiles
- (2017) F. Crawford et al. TRANSPORTATION RESEARCH PART B-METHODOLOGICAL
- Estimation of trip travel time distribution using a generalized Markov chain approach
- (2017) Zhenliang Ma et al. TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES
- Forecasting journey time distribution with consideration to abnormal traffic conditions
- (2017) R.X. Zhong 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
- An online learning approach to eliminate Bus Bunching in real-time
- (2016) Luís Moreira-Matias et al. APPLIED SOFT COMPUTING
- Uncertainty in Bus Arrival Time Predictions: Treating Heteroscedasticity With a Metamodel Approach
- (2016) Aidan O'Sullivan et al. IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS
- Headway-based bus bunching prediction using transit smart card data
- (2016) Haiyang Yu et al. TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES
- Traffic Signal Phase and Timing Estimation From Low-Frequency Transit Bus Data
- (2015) S. Alireza Fayazi et al. IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS
- Modeling distributions of travel time variability for bus operations
- (2015) Zhenliang Ma et al. JOURNAL OF ADVANCED TRANSPORTATION
- A Hybrid Model based on Support Vector Machine for Bus Travel-Time Prediction
- (2015) Shiquan Zhong et al. Promet-Traffic & Transportation
- Probabilistic travel time progression and its application to automatic vehicle identification data
- (2015) Alfredo Nantes et al. TRANSPORTATION RESEARCH PART B-METHODOLOGICAL
- Bus service time estimation model for a curbside bus stop
- (2015) Bomin Bian et al. TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES
- A functional approach to monitor and recognize patterns of daily traffic profiles
- (2014) I.G. Guardiola et al. TRANSPORTATION RESEARCH PART B-METHODOLOGICAL
- Real-time travel time prediction using particle filtering with a non-explicit state-transition model
- (2014) Hao Chen et al. TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES
- Clustering Approach for Assessing the Travel Time Variability of Arterials
- (2014) Etienne Hans et al. TRANSPORTATION RESEARCH RECORD
- A review of travel time estimation and forecasting for Advanced Traveller Information Systems
- (2014) Usue Mori et al. Transportmetrica A-Transport Science
- Short-Term Traffic State Prediction Based on Temporal–Spatial Correlation
- (2013) T. L. Pan et al. IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS
- Real-Time Bus Arrival Time Prediction: Case Study for Jinan, China
- (2013) Yongjie Lin et al. JOURNAL OF TRANSPORTATION ENGINEERING
- Experienced travel time prediction for congested freeways
- (2013) Mehmet Yildirimoglu et al. TRANSPORTATION RESEARCH PART B-METHODOLOGICAL
- Bus dwell time estimation at bus bays: A probabilistic approach
- (2013) Qiang Meng et al. TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES
- Dynamic stochastic journey time estimation and reliability analysis using stochastic cell transmission model: Algorithm and case studies
- (2013) Agachai Sumalee et al. TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES
- Dynamical functional prediction and classification, with application to traffic flow prediction
- (2012) Jeng-Min Chiou Annals of Applied Statistics
- On the estimation of arterial route travel time distribution with Markov chains
- (2012) Mohsen Ramezani et al. TRANSPORTATION RESEARCH PART B-METHODOLOGICAL
- Arterial travel time forecast with streaming data: A hybrid approach of flow modeling and machine learning
- (2012) Aude Hofleitner et al. TRANSPORTATION RESEARCH PART B-METHODOLOGICAL
- Parallel genetic algorithm in bus route headway optimization
- (2011) Bin Yu et al. APPLIED SOFT COMPUTING
- A genetic algorithm-based method for improving quality of travel time prediction intervals
- (2011) Abbas Khosravi et al. TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES
- Bus arrival time prediction at bus stop with multiple routes
- (2011) Bin Yu et al. TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES
- Hybrid model for prediction of bus arrival times at next station
- (2010) Bin Yu et al. JOURNAL OF ADVANCED TRANSPORTATION
- Evaluation of traffic data obtained via GPS-enabled mobile phones: The Mobile Century field experiment
- (2009) Juan C. Herrera et al. TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES
- Dynamic multi-interval bus travel time prediction using bus transit data
- (2009) Hyunho Chang et al. Transportmetrica
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