Bus Arrival Time Prediction Using Support Vector Machines

Journal of Intelligent Transportation Systems ◽

10.1080/15472450600981009 ◽

2006 ◽

Vol 10 (4) ◽

pp. 151-158 ◽

Author(s):

Yu Bin ◽

Yang Zhongzhen ◽

Yao Baozhen

Keyword(s):

Support Vector Machines ◽

Arrival Time ◽

Support Vector ◽

Time Prediction ◽

Vector Machines ◽

Arrival Time Prediction ◽

Bus Arrival Time Prediction

Download Full-text

Bus arrival time prediction and reliability analysis: An experimental comparison of functional data analysis and Bayesian support vector regression

Applied Soft Computing ◽

10.1016/j.asoc.2021.107663 ◽

2021 ◽

pp. 107663

Author(s):

Y.P. Huang ◽

C. Chen ◽

Z.C. Su ◽

T.S. Chen ◽

A. Sumalee ◽

...

Keyword(s):

Data Analysis ◽

Functional Data Analysis ◽

Functional Data ◽

Arrival Time ◽

Experimental Comparison ◽

Support Vector ◽

Time Prediction ◽

Arrival Time Prediction ◽

Bus Arrival Time Prediction ◽

Bayesian Support

Download Full-text

BUS ARRIVAL TIME PREDICTION USING SUPPORT VECTOR MACHINE WITH GENETIC ALGORITHM

Neural Network World ◽

10.14311/nnw.2016.26.011 ◽

2016 ◽

Vol 26 (3) ◽

pp. 205-217 ◽

Author(s):

Ming Yang ◽

Chao Chen ◽

Lu Wang ◽

Xinxin Yan ◽

Liping Zhou

Keyword(s):

Genetic Algorithm ◽

Support Vector Machine ◽

Arrival Time ◽

Support Vector ◽

Time Prediction ◽

Arrival Time Prediction ◽

Bus Arrival Time Prediction

Download Full-text

A Real-Time Bus Arrival Time Prediction System Based on Spark Framework and Machine Learning Approaches: a case study in Chiang Mai

2021 Joint International Conference on Digital Arts, Media and Technology with ECTI Northern Section Conference on Electrical, Electronics, Computer and Telecommunication Engineering ◽

10.1109/ectidamtncon51128.2021.9425771 ◽

2021 ◽

Author(s):

Li Ye ◽

Pree Thiengburanathum ◽

Poon Thiengburanathum

Keyword(s):

Machine Learning ◽

Arrival Time ◽

Learning Approaches ◽

Prediction System ◽

Time Prediction ◽

Arrival Time Prediction ◽

Bus Arrival Time Prediction ◽

Spark Framework

Download Full-text

A Headway Adjustment Method Based on Bus Arrival Time Prediction

10.1061/9780784480915.183 ◽

2018 ◽

Author(s):

Jiaojiao Zhu ◽

Zhirui Ye ◽

Chao Wang ◽

Yu Yan

Keyword(s):

Arrival Time ◽

Adjustment Method ◽

Time Prediction ◽

Arrival Time Prediction ◽

Bus Arrival Time Prediction

Download Full-text

Bus Arrival Time Prediction Based on GPS Data

ICTE 2013 ◽

10.1061/9780784413159.215 ◽

2013 ◽

Author(s):

Min Zhang ◽

Feng Xiao ◽

Dong Chen

Keyword(s):

Arrival Time ◽

Gps Data ◽

Time Prediction ◽

Arrival Time Prediction ◽

Bus Arrival Time Prediction

Download Full-text

A Survey of Bus Arrival Time Prediction Methods

Advances in Intelligent Systems and Computing - Security with Intelligent Computing and Big-Data Services 2019 ◽

10.1007/978-3-030-46828-6_17 ◽

2020 ◽

pp. 197-206

Author(s):

Mao-Lun Chiang ◽

Chin-Feng Lee ◽

Ting-You Lin ◽

Somya Agrawal

Keyword(s):

Arrival Time ◽

Prediction Methods ◽

Time Prediction ◽

Arrival Time Prediction ◽

Bus Arrival Time Prediction

Download Full-text

Bus Arrival Time Prediction for Short-Distance Bus Stops with Real-Time Online Information

10.1109/icct52962.2021.9658044 ◽

2021 ◽

Author(s):

Su Hou Leong ◽

Chan- Tong Lam ◽

Benjamin K. Ng

Keyword(s):

Real Time ◽

Short Distance ◽

Arrival Time ◽

Online Information ◽

Time Prediction ◽

Bus Stops ◽

Arrival Time Prediction ◽

Bus Arrival Time Prediction

Download Full-text

Dynamic Bus Arrival Time Prediction exploiting Non-linear Correlations

2019 International Joint Conference on Neural Networks (IJCNN) ◽

10.1109/ijcnn.2019.8852358 ◽

2019 ◽

Author(s):

Avinash Achar ◽

Rohith Regikumar ◽

B Anil Kumar

Keyword(s):

Arrival Time ◽

Time Prediction ◽

Arrival Time Prediction ◽

Bus Arrival Time Prediction ◽

Linear Correlations

Download Full-text

Research on Bus Arrival Time Prediction Based on Multi-Source Traffic Information

2007 7th International Conference on ITS Telecommunications ◽

10.1109/itst.2007.4295826 ◽

2007 ◽

Author(s):

Hao Chu ◽

Yun Cai ◽

Xiaoguang Yang

Keyword(s):

Arrival Time ◽

Traffic Information ◽

Time Prediction ◽

Arrival Time Prediction ◽

Bus Arrival Time Prediction

Download Full-text

Efficient Bus Arrival Time Prediction Based on Spark Streaming Platform

2019 IEEE 23rd International Conference on Computer Supported Cooperative Work in Design (CSCWD) ◽

10.1109/cscwd.2019.8791859 ◽

2019 ◽

Author(s):

Jing Liu ◽

Guanfeng Xiao

Keyword(s):

Arrival Time ◽

Time Prediction ◽

Arrival Time Prediction ◽

Bus Arrival Time Prediction

Download Full-text