A New Improved Echo State Network with Multiple Output Layers for Time Series Prediction

Mapping Intimacies ◽

10.1109/icrae53653.2021.9657812 ◽

2021 ◽

Author(s):

Yanning Shao ◽

Xianshuang Yao ◽

Gong Wang ◽

Shengxian Cao

Keyword(s):

Time Series ◽

Time Series Prediction ◽

Echo State Network

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Deep Echo State Network with Multiple Adaptive Reservoirs for Time Series Prediction

IEEE Transactions on Cognitive and Developmental Systems ◽

10.1109/tcds.2021.3062177 ◽

2021 ◽

pp. 1-1

Author(s):

Zhanshan Wang ◽

Xianshuang Yao ◽

Zhanjun Huang ◽

Lei Liu

Keyword(s):

Time Series ◽

Time Series Prediction ◽

Echo State Network

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Time series prediction based on echo state network tuned by divided adaptive multi-objective differential evolution algorithm

Soft Computing ◽

10.1007/s00500-020-05457-8 ◽

2021 ◽

Author(s):

Weijie Ren ◽

Yiwen Wang ◽

Min Han

Keyword(s):

Time Series ◽

Differential Evolution ◽

Time Series Prediction ◽

Differential Evolution Algorithm ◽

Echo State Network ◽

Multi Objective ◽

Evolution Algorithm

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Extended Kalman Filter Based Echo State Network for Time Series Prediction using MapReduce Framework

2013 IEEE 9th International Conference on Mobile Ad-hoc and Sensor Networks ◽

10.1109/msn.2013.61 ◽

2013 ◽

Author(s):

Chunyang Sheng ◽

Jun Zhao ◽

Henry Leung ◽

Wei Wang

Keyword(s):

Time Series ◽

Kalman Filter ◽

Extended Kalman Filter ◽

Time Series Prediction ◽

Echo State Network ◽

Mapreduce Framework

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Genetic algorithm optimized double-reservoir echo state network for multi-regime time series prediction

Neurocomputing ◽

10.1016/j.neucom.2017.01.053 ◽

2017 ◽

Vol 238 ◽

pp. 191-204 ◽

Author(s):

Shisheng Zhong ◽

Xiaolong Xie ◽

Lin Lin ◽

Fang Wang

Keyword(s):

Genetic Algorithm ◽

Time Series ◽

Time Series Prediction ◽

Echo State Network

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Adaptive lasso echo state network for time series prediction

2017 Chinese Automation Congress (CAC) ◽

10.1109/cac.2017.8243686 ◽

2017 ◽

Author(s):

Jing Zhao ◽

Lei Wang ◽

Cuili Yang

Keyword(s):

Time Series ◽

Time Series Prediction ◽

Adaptive Lasso ◽

Echo State Network

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Chaotic Time Series Prediction using Three-Dimensional FOA and Echo State Network

10.1109/icnc52316.2021.9608484 ◽

2021 ◽

Author(s):

Yanhu Wang ◽

Shanshan Xu ◽

Yuling Luo ◽

Shunsheng Zhang ◽

Min Su ◽

...

Keyword(s):

Time Series ◽

Time Series Prediction ◽

Three Dimensional ◽

Chaotic Time Series ◽

Echo State Network ◽

Chaotic Time Series Prediction

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Subspace Echo State Network for Multivariate Time Series Prediction

Neural Information Processing - Lecture Notes in Computer Science ◽

10.1007/978-3-642-34500-5_80 ◽

2012 ◽

pp. 681-688 ◽

Author(s):

Min Han ◽

Meiling Xu

Keyword(s):

Time Series ◽

Time Series Prediction ◽

Multivariate Time Series ◽

Echo State Network

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L1/2 Norm Regularized Echo State Network for Chaotic Time Series Prediction

Neural Information Processing - Lecture Notes in Computer Science ◽

10.1007/978-3-319-46675-0_2 ◽

2016 ◽

pp. 12-19 ◽

Author(s):

Meiling Xu ◽

Min Han ◽

Shunshoku Kanae

Keyword(s):

Time Series ◽

Time Series Prediction ◽

Chaotic Time Series ◽

Echo State Network ◽

Chaotic Time Series Prediction

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WOA-Based Echo State Network for Chaotic Time Series Prediction

Journal of the Korean Physical Society ◽

10.3938/jkps.76.384 ◽

2020 ◽

Vol 76 (5) ◽

pp. 384-391

Author(s):

Minghui Zhang ◽

Baozhu Wang ◽

Yatong Zhou ◽

Haoxuan Sun

Keyword(s):

Time Series ◽

Time Series Prediction ◽

Chaotic Time Series ◽

Echo State Network ◽

Chaotic Time Series Prediction

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Broad echo state network for multivariate time series prediction

Journal of the Franklin Institute ◽

10.1016/j.jfranklin.2019.01.027 ◽

2019 ◽

Vol 356 (9) ◽

pp. 4888-4906 ◽

Author(s):

Xianshuang Yao ◽

Zhanshan Wang

Keyword(s):

Time Series ◽

Time Series Prediction ◽

Multivariate Time Series ◽

Echo State Network

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