IoT Based Bus Arrival Time Prediction Using Artificial Neural Network (ANN) for Smart Public Transport System (SPTS)

Jalaney Jabamony;  ; Ganesh Shanmugavel;

doi:10.22266/ijies2020.0229.29

IoT Based Bus Arrival Time Prediction Using Artificial Neural Network (ANN) for Smart Public Transport System (SPTS)

International Journal of Intelligent Engineering and Systems ◽

10.22266/ijies2020.0229.29 ◽

2020 ◽

Vol 13 (1) ◽

pp. 312-323 ◽

Cited By ~ 1

Author(s):

Jalaney Jabamony ◽

◽

Ganesh Shanmugavel ◽

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Transport System ◽

Public Transport ◽

Arrival Time ◽

Public Transport System ◽

Time Prediction ◽

Artificial Neural Network Ann ◽

Arrival Time Prediction ◽

Bus Arrival Time Prediction

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Bus arrival time prediction using artificial neural network model

Proceedings. The 7th International IEEE Conference on Intelligent Transportation Systems (IEEE Cat. No.04TH8749) ◽

10.1109/itsc.2004.1399041 ◽

2005 ◽

Cited By ~ 51

Author(s):

R. Jeong ◽

R. Rilett

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Network Model ◽

Neural Network Model ◽

Artificial Neural Network Model ◽

Arrival Time ◽

Time Prediction ◽

Artificial Neural ◽

Arrival Time Prediction ◽

Bus Arrival Time Prediction

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Bus Arrival Time Prediction Using a Modified Amalgamation of Fuzzy Clustering and Neural Network on Spatio-Temporal Data

Lecture Notes in Computer Science - Databases Theory and Applications ◽

10.1007/978-3-319-19548-3_12 ◽

2015 ◽

pp. 142-154 ◽

Cited By ~ 4

Author(s):

Sonia Khetarpaul ◽

S. K. Gupta ◽

Shikhar Malhotra ◽

L. Venkata Subramaniam

Keyword(s):

Neural Network ◽

Fuzzy Clustering ◽

Arrival Time ◽

Temporal Data ◽

Time Prediction ◽

Spatio Temporal ◽

Arrival Time Prediction ◽

Bus Arrival Time Prediction

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Bus Arrival Time Prediction with LSTM Neural Network

Advances in Neural Networks – ISNN 2019 - Lecture Notes in Computer Science ◽

10.1007/978-3-030-22796-8_2 ◽

2019 ◽

pp. 11-18 ◽

Cited By ~ 1

Author(s):

Anton Agafonov ◽

Alexander Yumaganov

Keyword(s):

Neural Network ◽

Arrival Time ◽

Time Prediction ◽

Arrival Time Prediction ◽

Bus Arrival Time Prediction

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Bus Arrival Time Prediction Using Recurrent Neural Network with LSTM Architecture

Optical Memory and Neural Networks ◽

10.3103/s1060992x19030081 ◽

2019 ◽

Vol 28 (3) ◽

pp. 222-230 ◽

Cited By ~ 1

Author(s):

A. A. Agafonov ◽

A. S. Yumaganov

Keyword(s):

Neural Network ◽

Recurrent Neural Network ◽

Arrival Time ◽

Time Prediction ◽

Arrival Time Prediction ◽

Bus Arrival Time Prediction

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The bus arrival time prediction using LSTM neural network and location analysis

Journal of Advances in Technology and Engineering Research ◽

10.20474/jater-6.2.1 ◽

2020 ◽

Vol 6 (2) ◽

Keyword(s):

Neural Network ◽

Arrival Time ◽

Location Analysis ◽

Time Prediction ◽

Arrival Time Prediction ◽

Bus Arrival Time Prediction

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Bus arrival time prediction at any distance of bus route using deep neural network model

2017 IEEE 20th International Conference on Intelligent Transportation Systems (ITSC) ◽

10.1109/itsc.2017.8317891 ◽

2017 ◽

Cited By ~ 5

Author(s):

Wichai Treethidtaphat ◽

Wasan Pattara-Atikom ◽

Sippakorn Khaimook

Keyword(s):

Neural Network ◽

Network Model ◽

Neural Network Model ◽

Deep Neural Network ◽

Arrival Time ◽

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 ◽

Chiang Mai ◽

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

CICTP 2017 ◽

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 ◽

Cited By ~ 2

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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