Performance Analysis of Bus Arrival Time Prediction Using Machine Learning Based Ensemble Technique

SSRN Electronic Journal ◽

10.2139/ssrn.3358828 ◽

2019 ◽

Author(s):

Ninad Gaikwad ◽

Satishkumar Varma

Keyword(s):

Machine Learning ◽

Performance Analysis ◽

Arrival Time ◽

Ensemble Technique ◽

Time Prediction ◽

Arrival Time Prediction ◽

Bus Arrival Time Prediction

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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

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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

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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

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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

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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

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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

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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

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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

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Bus arrival time prediction and measure of uncertainties using survival models

IET Intelligent Transport Systems ◽

10.1049/iet-its.2019.0584 ◽

2020 ◽

Vol 14 (8) ◽

pp. 900-907

Author(s):

R.B. Sharmila ◽

Nagendra R. Velaga ◽

Pushpa Choudhary

Keyword(s):

Arrival Time ◽

Survival Models ◽

Time Prediction ◽

Arrival Time Prediction ◽

Bus Arrival Time Prediction

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A Bus Arrival Time Prediction Method Based on Position Calibration and LSTM

IEEE Access ◽

10.1109/access.2020.2976574 ◽

2020 ◽

Vol 8 ◽

pp. 42372-42383 ◽

Author(s):

Qingwen Han ◽

Ke Liu ◽

Lingqiu Zeng ◽

Guangyan He ◽

Lei Ye ◽

...

Keyword(s):

Arrival Time ◽

Prediction Method ◽

Time Prediction ◽

Position Calibration ◽

Arrival Time Prediction ◽

Bus Arrival Time Prediction

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