Back propagation bidirectional extreme learning machine for traffic flow time series prediction

Neural Computing and Applications ◽

10.1007/s00521-018-3578-y ◽

2018 ◽

Vol 31 (11) ◽

pp. 7401-7414 ◽

Author(s):

Weidong Zou ◽

Yuanqing Xia

Keyword(s):

Time Series ◽

Traffic Flow ◽

Extreme Learning Machine ◽

Time Series Prediction ◽

Back Propagation ◽

Flow Time ◽

Learning Machine

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Online recurrent extreme learning machine and its application to time-series prediction

2017 International Joint Conference on Neural Networks (IJCNN) ◽

10.1109/ijcnn.2017.7966094 ◽

2017 ◽

Author(s):

Jin-Man Park ◽

Jong-Hwan Kim

Keyword(s):

Time Series ◽

Extreme Learning Machine ◽

Time Series Prediction ◽

Learning Machine

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Empirical Mode Decomposition, Extreme Learning Machine and Long Short-Term Memory for Time Series Prediction: A Comparative Study

2018 7th Brazilian Conference on Intelligent Systems (BRACIS) ◽

10.1109/bracis.2018.00091 ◽

2018 ◽

Author(s):

Elivelto Ebermam ◽

Gabriel G. De Angelo ◽

Helder Knidel ◽

Renato A. Krohling

Keyword(s):

Time Series ◽

Comparative Study ◽

Extreme Learning Machine ◽

Short Term Memory ◽

Time Series Prediction ◽

Term Memory ◽

Mode Decomposition ◽

Long Short Term Memory ◽

Learning Machine

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Recurrent kernel online sequential extreme learning machine with kernel adaptive filter for time series prediction

2017 IEEE Symposium Series on Computational Intelligence (SSCI) ◽

10.1109/ssci.2017.8285292 ◽

2017 ◽

Author(s):

Zongying Liu ◽

Chu Kiong Loo ◽

Kitsuchart Pasupa

Keyword(s):

Time Series ◽

Extreme Learning Machine ◽

Adaptive Filter ◽

Time Series Prediction ◽

Learning Machine

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Online Sequential Extreme Learning Machine with New Weight-Setting Strategy for Nonstationary Time Series Prediction

Proceedings of ELM-2014 Volume 1 - Proceedings in Adaptation, Learning and Optimization ◽

10.1007/978-3-319-14063-6_23 ◽

2015 ◽

pp. 263-272 ◽

Author(s):

Jinwan Wang ◽

Wentao Mao ◽

Liyun Wang ◽

Mei Tian

Keyword(s):

Time Series ◽

Extreme Learning Machine ◽

Time Series Prediction ◽

Nonstationary Time Series ◽

Learning Machine

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An improved kernel-based incremental extreme learning machine with fixed budget for nonstationary time series prediction

Neural Computing and Applications ◽

10.1007/s00521-017-3096-3 ◽

2017 ◽

Vol 31 (3) ◽

pp. 637-652 ◽

Author(s):

Wei Zhang ◽

Aiqiang Xu ◽

Dianfa Ping ◽

Mingzhe Gao

Keyword(s):

Time Series ◽

Extreme Learning Machine ◽

Time Series Prediction ◽

Nonstationary Time Series ◽

Fixed Budget ◽

Learning Machine

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Incremental regularized extreme learning machine based on Cholesky factorization and its application to time series prediction

Acta Physica Sinica ◽

10.7498/aps.60.110201 ◽

2011 ◽

Vol 60 (11) ◽

pp. 110201

Author(s):

Zhang Xian ◽

Wang Hong-Li

Keyword(s):

Time Series ◽

Extreme Learning Machine ◽

Time Series Prediction ◽

Cholesky Factorization ◽

Learning Machine

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Online sequential extreme learning machine based multilayer perception with output self feedback for time series prediction

Journal of Shanghai Jiaotong University (Science) ◽

10.1007/s12204-013-1407-0 ◽

2013 ◽

Vol 18 (3) ◽

pp. 366-375 ◽

Author(s):

Feng Pan ◽

Hai-bo Zhao

Keyword(s):

Time Series ◽

Extreme Learning Machine ◽

Time Series Prediction ◽

Multilayer Perception ◽

Learning Machine

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Evolutionary artificial intelligence model via cooperation search algorithm and extreme learning machine for multiple scales nonstationary hydrological time series prediction

Journal of Hydrology ◽

10.1016/j.jhydrol.2021.126062 ◽

2021 ◽

Vol 595 ◽

pp. 126062

Author(s):

Zhong-kai Feng ◽

Wen-jing Niu ◽

Zheng-yang Tang ◽

Yang Xu ◽

Hai-rong Zhang

Keyword(s):

Artificial Intelligence ◽

Time Series ◽

Extreme Learning Machine ◽

Multiple Scales ◽

Search Algorithm ◽

Time Series Prediction ◽

Learning Machine

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Multivariate chaotic time series prediction based on extreme learning machine

Acta Physica Sinica ◽

10.7498/aps.61.080507 ◽

2012 ◽

Vol 61 (8) ◽

pp. 080507

Author(s):

Wang Xin-Ying ◽

Han Min

Keyword(s):

Time Series ◽

Extreme Learning Machine ◽

Time Series Prediction ◽

Chaotic Time Series ◽

Chaotic Time Series Prediction ◽

Learning Machine

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Time Series Prediction Based on Online Sequential Improved Error Minimized Extreme Learning Machine

Proceedings of ELM-2015 Volume 1 - Proceedings in Adaptation, Learning and Optimization ◽

10.1007/978-3-319-28397-5_16 ◽

2016 ◽

pp. 193-209 ◽

Author(s):

Jiao Xue ◽

Zeshen Liu ◽

Yong Gong ◽

Zhisong Pan

Keyword(s):

Time Series ◽

Extreme Learning Machine ◽

Time Series Prediction ◽

Learning Machine

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