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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Extended Kalman filter-based Elman networks for industrial time series prediction with GPU acceleration

Neurocomputing ◽

10.1016/j.neucom.2013.02.031 ◽

2013 ◽

Vol 118 ◽

pp. 215-224 ◽

Author(s):

Jun Zhao ◽

Xiaoliang Zhu ◽

Wei Wang ◽

Ying Liu

Keyword(s):

Time Series ◽

Kalman Filter ◽

Extended Kalman Filter ◽

Time Series Prediction ◽

Gpu Acceleration

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Time series prediction with a weighted bidirectional multi-stream extended Kalman filter

2004 IEEE International Joint Conference on Neural Networks (IEEE Cat. No.04CH37541) ◽

10.1109/ijcnn.2004.1380206 ◽

2005 ◽

Author(s):

Xian Hu ◽

D.C. Wunsch

Keyword(s):

Time Series ◽

Kalman Filter ◽

Extended Kalman Filter ◽

Time Series Prediction

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Online chaotic time-series prediction with the derivative-free extended Kalman filter

2008 7th World Congress on Intelligent Control and Automation ◽

10.1109/wcica.2008.4593292 ◽

2008 ◽

Author(s):

Xuedong Wu ◽

Zhihuan Song

Keyword(s):

Time Series ◽

Kalman Filter ◽

Extended Kalman Filter ◽

Time Series Prediction ◽

Chaotic Time Series ◽

Derivative Free ◽

Chaotic Time Series Prediction

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Chaotic Time Series Prediction Method Based on BP Neural Network and Extended Kalman Filter

Proceedings of the Fifth Euro-China Conference on Intelligent Data Analysis and Applications - Advances in Intelligent Systems and Computing ◽

10.1007/978-3-030-03766-6_11 ◽

2018 ◽

pp. 100-108

Author(s):

Xiu-Zhen Zhang ◽

Li-Sang Liu

Keyword(s):

Neural Network ◽

Time Series ◽

Kalman Filter ◽

Extended Kalman Filter ◽

Bp Neural Network ◽

Time Series Prediction ◽

Prediction Method ◽

Chaotic Time Series ◽

Chaotic Time Series Prediction

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Time series prediction with a weighted bidirectional multi-stream extended Kalman filter

Neurocomputing ◽

10.1016/j.neucom.2005.12.135 ◽

2007 ◽

Vol 70 (13-15) ◽

pp. 2392-2399 ◽

Author(s):

Xiao Hu ◽

Danil V. Prokhorov ◽

Donald C. Wunsch II

Keyword(s):

Time Series ◽

Kalman Filter ◽

Extended Kalman Filter ◽

Time Series Prediction

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Enhancement of chaotic hydrological time series prediction with real-time noise reduction using Extended Kalman Filter

Journal of Hydrology ◽

10.1016/j.jhydrol.2018.08.044 ◽

2018 ◽

Vol 565 ◽

pp. 737-746 ◽

Author(s):

Dulakshi Santhusitha Kumari Karunasingha ◽

Shie-Yui Liong

Keyword(s):

Time Series ◽

Kalman Filter ◽

Noise Reduction ◽

Real Time ◽

Extended Kalman Filter ◽

Time Series Prediction

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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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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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