Hierarchical delay-memory echo state network: A model designed for multi-step chaotic time series prediction

Engineering Applications of Artificial Intelligence ◽

10.1016/j.engappai.2021.104229 ◽

2021 ◽

Vol 102 ◽

pp. 104229

Author(s):

Xiaodong Na ◽

Weijie Ren ◽

Xinghan Xu

Keyword(s):

Time Series ◽

Time Series Prediction ◽

Chaotic Time Series ◽

Echo State Network ◽

Chaotic Time Series Prediction

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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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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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Chaotic Time Series Prediction Based on a Novel Robust Echo State Network

IEEE Transactions on Neural Networks and Learning Systems ◽

10.1109/tnnls.2012.2188414 ◽

2012 ◽

Vol 23 (5) ◽

pp. 787-799 ◽

Author(s):

Decai Li ◽

Min Han ◽

Jun Wang

Keyword(s):

Time Series ◽

Time Series Prediction ◽

Chaotic Time Series ◽

Echo State Network ◽

Chaotic Time Series Prediction

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Multivariate Chaotic Time Series Prediction Using a Wavelet Diagonal Echo State Network

2015 Second International Conference on Mathematics and Computers in Sciences and in Industry (MCSI) ◽

10.1109/mcsi.2015.44 ◽

2015 ◽

Author(s):

Meiling Xu ◽

Min Han ◽

Jun Wang

Keyword(s):

Time Series ◽

Time Series Prediction ◽

Chaotic Time Series ◽

Echo State Network ◽

Chaotic Time Series Prediction

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A modified echo state network in chaotic time series prediction

2017 29th Chinese Control And Decision Conference (CCDC) ◽

10.1109/ccdc.2017.7979263 ◽

2017 ◽

Author(s):

Li Dingyuan ◽

Liu Fu ◽

Qiao Junfei ◽

Li Rong

Keyword(s):

Time Series ◽

Time Series Prediction ◽

Chaotic Time Series ◽

Echo State Network ◽

Chaotic Time Series Prediction

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A Combination Model Based on EEMD-PE and Echo State Network for Chaotic Time Series Prediction

2019 Eleventh International Conference on Advanced Computational Intelligence (ICACI) ◽

10.1109/icaci.2019.8778487 ◽

2019 ◽

Author(s):

Xinghan Xu ◽

Weijie Ren

Keyword(s):

Time Series ◽

Time Series Prediction ◽

Chaotic Time Series ◽

Echo State Network ◽

Combination Model ◽

Model Based ◽

Chaotic Time Series Prediction

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Hybrid Regularized Echo State Network for Multivariate Chaotic Time Series Prediction

IEEE Transactions on Cybernetics ◽

10.1109/tcyb.2018.2825253 ◽

2019 ◽

Vol 49 (6) ◽

pp. 2305-2315 ◽

Author(s):

Meiling Xu ◽

Min Han ◽

Tie Qiu ◽

Hongfei Lin

Keyword(s):

Time Series ◽

Time Series Prediction ◽

Chaotic Time Series ◽

Echo State Network ◽

Chaotic Time Series Prediction

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Chaotic time series prediction using echo state network based on selective opposition grey wolf optimizer

Nonlinear Dynamics ◽

10.1007/s11071-021-06452-w ◽

2021 ◽

Author(s):

Hao-Chang Chen ◽

Du-Qu Wei

Keyword(s):

Time Series ◽

Time Series Prediction ◽

Chaotic Time Series ◽

Grey Wolf Optimizer ◽

Echo State Network ◽

Grey Wolf ◽

Chaotic Time Series Prediction

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Echo state network based on improved fruit fly optimization algorithm for chaotic time series prediction

Journal of Ambient Intelligence and Humanized Computing ◽

10.1007/s12652-020-01920-4 ◽

2020 ◽

Author(s):

Zhongda Tian

Keyword(s):

Time Series ◽

Optimization Algorithm ◽

Time Series Prediction ◽

Fruit Fly ◽

Chaotic Time Series ◽

Echo State Network ◽

Fruit Fly Optimization Algorithm ◽

Fruit Fly Optimization ◽

Chaotic Time Series Prediction

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