Kernel Estimation of Truncated Volterra Filter Model Based on DFP Technique and Its Application to Chaotic Time Series Prediction

Yumei Zhang; Shulin Bai; Gang Lu; Xiaojun Wu

doi:10.1049/cje.2018.04.014

Kernel Estimation of Truncated Volterra Filter Model Based on DFP Technique and Its Application to Chaotic Time Series Prediction

Chinese Journal of Electronics ◽

10.1049/cje.2018.04.014 ◽

2019 ◽

Vol 28 (1) ◽

pp. 127-135

Author(s):

Yumei Zhang ◽

Shulin Bai ◽

Gang Lu ◽

Xiaojun Wu

Keyword(s):

Time Series ◽

Time Series Prediction ◽

Kernel Estimation ◽

Chaotic Time Series ◽

Filter Model ◽

Volterra Filter ◽

Model Based ◽

Chaotic Time Series Prediction

Download Full-text

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

Download Full-text

A DFP-method-based second-order Volterra filter and its application to chaotic time series prediction

SCIENTIA SINICA Physica, Mechanica & Astronomica ◽

10.1360/132012-734 ◽

2013 ◽

Vol 43 (4) ◽

pp. 530-537

Author(s):

XiaoJun WU ◽

YuMei ZHANG ◽

ShuLin BAI

Keyword(s):

Time Series ◽

Time Series Prediction ◽

Chaotic Time Series ◽

Second Order ◽

Volterra Filter ◽

Chaotic Time Series Prediction

Download Full-text

Neural Volterra filter for chaotic time series prediction

Chinese Physics ◽

10.1088/1009-1963/14/11/007 ◽

2005 ◽

Vol 14 (11) ◽

pp. 2181-2188 ◽

Cited By ~ 19

Author(s):

Li Heng-Chao ◽

Zhang Jia-Shu ◽

Xiao Xian-Ci

Keyword(s):

Time Series ◽

Time Series Prediction ◽

Chaotic Time Series ◽

Volterra Filter ◽

Chaotic Time Series Prediction

Download Full-text

An integrated chaotic time series prediction model based on efficient extreme learning machine and differential evolution

Neural Computing and Applications ◽

10.1007/s00521-015-1903-2 ◽

2015 ◽

Vol 27 (4) ◽

pp. 883-898 ◽

Cited By ~ 14

Author(s):

Wei Guo ◽

Tao Xu ◽

Zonglei Lu

Keyword(s):

Time Series ◽

Prediction Model ◽

Differential Evolution ◽

Extreme Learning Machine ◽

Time Series Prediction ◽

Chaotic Time Series ◽

Model Based ◽

Chaotic Time Series Prediction ◽

Learning Machine

Download Full-text

A chaotic time series prediction algorithm using asymmetric functions

Proceedings of the 2013 International Conference on Information, Business and Education Technology (ICIBET-2013) ◽

10.2991/icibet.2013.171 ◽

2013 ◽

Author(s):

Yun Bu ◽

Wan Xin Kang ◽

Yong Qiang Chen

Keyword(s):

Time Series ◽

Time Series Prediction ◽

Chaotic Time Series ◽

Prediction Algorithm ◽

Chaotic Time Series Prediction

Download Full-text

Chaotic time series prediction based on multi-kernel learning support vector regression

Acta Physica Sinica ◽

10.7498/aps.57.2708 ◽

2008 ◽

Vol 57 (5) ◽

pp. 2708

Author(s):

Zhang Jun-Feng ◽

Hu Shou-Song

Keyword(s):

Time Series ◽

Support Vector Regression ◽

Time Series Prediction ◽

Chaotic Time Series ◽

Kernel Learning ◽

Support Vector ◽

Learning Support ◽

Chaotic Time Series Prediction

Download Full-text

Application of fuzzy tree on chaotic time series prediction

2008 IEEE International Conference on Automation and Logistics ◽

10.1109/ical.2008.4636169 ◽

2008 ◽

Author(s):

Jian Yao ◽

JianQin Mao ◽

Wei Zhang

Keyword(s):

Time Series ◽

Time Series Prediction ◽

Chaotic Time Series ◽

Chaotic Time Series Prediction

Download Full-text

Local averaging optimization for chaotic time series prediction

Neurocomputing ◽

10.1016/s0925-2312(01)00647-6 ◽

2002 ◽

Vol 48 (1-4) ◽

pp. 279-297 ◽

Cited By ~ 15

Author(s):

James McNames

Keyword(s):

Time Series ◽

Time Series Prediction ◽

Chaotic Time Series ◽

Local Averaging ◽

Chaotic Time Series Prediction

Download Full-text

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

Download Full-text

Maximum Information Exploitation Using Broad Learning System for Large-Scale Chaotic Time-Series Prediction

IEEE Transactions on Neural Networks and Learning Systems ◽

10.1109/tnnls.2020.3004253 ◽

2020 ◽

pp. 1-10

Author(s):

Min Han ◽

Weijie Li ◽

Shoubo Feng ◽

Tie Qiu ◽

C. L. Philip Chen

Keyword(s):

Time Series ◽

Large Scale ◽

Time Series Prediction ◽

Chaotic Time Series ◽

Learning System ◽

Maximum Information ◽

Chaotic Time Series Prediction

Download Full-text