Non-stationary time-series prediction using fuzzy clustering

18th International Conference of the North American Fuzzy Information Processing Society - NAFIPS (Cat. No.99TH8397) ◽

10.1109/nafips.1999.781725 ◽

2003 ◽

Author(s):

A.B. Geva

Keyword(s):

Time Series ◽

Fuzzy Clustering ◽

Time Series Prediction ◽

Stationary Time Series ◽

Stationary Time

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A new optimization algorithm for non-stationary time series prediction based on recurrent neural networks

Future Generation Computer Systems ◽

10.1016/j.future.2019.09.018 ◽

2020 ◽

Vol 102 ◽

pp. 738-745 ◽

Author(s):

Yulai Zhang ◽

Yuchao Wang ◽

Guiming Luo

Keyword(s):

Neural Networks ◽

Time Series ◽

Optimization Algorithm ◽

Recurrent Neural Networks ◽

Time Series Prediction ◽

Stationary Time Series ◽

Stationary Time

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On the application of non-stationary time series prediction based on the SVM method

Acta Physica Sinica ◽

10.7498/aps.57.714 ◽

2008 ◽

Vol 57 (2) ◽

pp. 714

Author(s):

Wang Ge-Li ◽

Yang Pei-Cai ◽

Mao Yu-Qing

Keyword(s):

Time Series ◽

Time Series Prediction ◽

Stationary Time Series ◽

Stationary Time

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DWE-IL: a new incremental learning algorithm for non-stationary time series prediction via dynamically weighting ensemble learning

Applied Intelligence ◽

10.1007/s10489-021-02385-4 ◽

2021 ◽

Author(s):

Huihui Yu ◽

Qun Dai

Keyword(s):

Time Series ◽

Ensemble Learning ◽

Incremental Learning ◽

Learning Algorithm ◽

Time Series Prediction ◽

Stationary Time Series ◽

Stationary Time

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NON-STATIONARY TIME SERIES PREDICTION USING ONE-DIMENSIONAL CONVOLUTIONAL NEURAL NETWORK MODELS

Herald of Advanced Information Technology ◽

10.15276/hait01.2020.3 ◽

2020 ◽

Vol 3 (1) ◽

pp. 362-372

Author(s):

Svitlana Antoshchuk ◽

Oksana Babilunha ◽

Thanh Tran Kim ◽

Anatolii Nikolenko ◽

Tien Nguyen Thi Khanh

Keyword(s):

Neural Network ◽

Time Series ◽

Convolutional Neural Network ◽

Time Series Prediction ◽

Network Models ◽

Stationary Time Series ◽

Neural Network Models ◽

One Dimensional ◽

Stationary Time

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Non-stationary Time Series Prediction Research with Multi-factors Based on SVM

2009 Fifth International Conference on Natural Computation ◽

10.1109/icnc.2009.725 ◽

2009 ◽

Author(s):

Xiaoyun Chen ◽

Jinchao Mu ◽

Min Yue

Keyword(s):

Time Series ◽

Time Series Prediction ◽

Stationary Time Series ◽

Stationary Time

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An EMD-SVR method for non-stationary time series prediction

2013 International Conference on Quality, Reliability, Risk, Maintenance, and Safety Engineering (QR2MSE) ◽

10.1109/qr2mse.2013.6625918 ◽

2013 ◽

Author(s):

Jun Fan ◽

Yanzhen Tang

Keyword(s):

Time Series ◽

Time Series Prediction ◽

Stationary Time Series ◽

Stationary Time

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Adaptive Prediction of Stationary Time Series by Modified Conjugate Direction Methods

Communications in Statistics - Simulation and Computation ◽

10.1080/03610917508548494 ◽

1975 ◽

Vol 4 (1) ◽

pp. 19-32

Author(s):

James Friel

Keyword(s):

Time Series ◽

Stationary Time Series ◽

Conjugate Direction ◽

Stationary Time ◽

Adaptive Prediction ◽

Conjugate Direction Methods

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Stationary Time Series Analysis Using Information and Spectral Analysis

10.21236/ada257279 ◽

1992 ◽

Author(s):

Emanuel Parzen

Keyword(s):

Time Series ◽

Spectral Analysis ◽

Time Series Analysis ◽

Stationary Time Series ◽

Series Analysis ◽

Stationary Time

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Multidimensional specification test based on non-stationary time series

Test ◽

10.1007/s11749-021-00780-0 ◽

2021 ◽

Author(s):

Jun Wang ◽

Dianpeng Wang ◽

Yubin Tian

Keyword(s):

Time Series ◽

Stationary Time Series ◽

Specification Test ◽

Stationary Time

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A Model for Non-Stationary Time Series and Its Applications in Filtering and Anomaly Detection

IEEE Transactions on Instrumentation and Measurement ◽

10.1109/tim.2021.3059321 ◽

2021 ◽

pp. 1-1

Author(s):

Shixiong Wang ◽

Chongshou Li ◽

Andrew Lim

Keyword(s):

Time Series ◽

Anomaly Detection ◽

Stationary Time Series ◽

Stationary Time

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