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Wavelet neural networks for nonlinear time series analysis
Non Stationary-nonlinear Time Series Wavelet Networks
2010/9/27
A wavelet network is an important tool for analyzing time series especially when it is nonlinear and non-stationary. It takes advantage of high resolution of wavelets and learning and feed forward nat...
Nonlinear time series analysis of geomagnetic pulsations
Nonlinear time series analysis geomagnetic pulsations
2009/11/16
A detailed nonlinear time series analysis has been made of two daytime geomagnetic pulsation events being recorded at L'Aquila (Italy, L ≈ 1.6) and Niemegk (Germany, L ≈ 2.3). Grassberger and Procacci...
Nonlinear Time Series Analysis Since 1990: Some Personal Reflections
Chaos common structure curse of dimensionality
2007/12/11
I reflect upon the development of nonlinear time series analysis since 1990 by focusing on five major areas of development. These areas include the interface between nonlinear time series analysis and...
Nonlinear Time Series Prediction
Using Chaotic Neural Networks
neural network chaotic dynamics forecasting nonlinear time series
2007/8/15
2001Vol.35No.6pp.759-762DOI:
Nonlinear Time Series Prediction
Using Chaotic Neural Networks
LI Ke-Ping and CHEN Tian-Lun
Department of Physics, Nankai University, Tianji...
Discussion of Some Problems About Nonlinear Time Series Prediction Using ν-Support Vector Machine
ν-SVM nonlinear time series prediction
2007/8/15
2007Vol.48No.1pp.117-124DOI:
Discussion of Some Problems About Nonlinear Time Series Prediction Using ν-Support Vector Machine
GAO Cheng-Feng, CHEN Tian-Lun, and NAN Tian-Shi
...
Nonlinear Time Series Prediction Using LS-SVM with
Chaotic Mutation Evolutionary Programming for Parameter Optimization
nonlinear time series prediction least squares support
vector machine chaotic mutation evolutionary programming
2007/8/15
2006Vol.45No.4pp.641-646DOI:
Nonlinear Time Series Prediction Using LS-SVM with
Chaotic Mutation Evolutionary Programming for Parameter Optimization
XU Rui-Rui, CHEN Tian-Lun, an...
Nonlinear Time Series Forecast Using Radial Basis Function Neural Networks
neural network nonlinear time series
clustering
2007/8/15
2003Vol.40No.2pp.165-168DOI:
Nonlinear Time Series Forecast Using Radial Basis Function Neural Networks
ZHENG Xin and CHEN Tian-Lun
Institute of Physics, Nankai Universi...
Discussion About Nonlinear Time Series Prediction Using Least Squares Support Vector Machine
least squares support vector machine nonlinear time series prediction clustering
2007/8/15
2005Vol.43No.6pp.1056-1060DOI:
Discussion About Nonlinear Time Series Prediction Using Least Squares Support Vector Machine
XU Rui-Rui, BIAN Guo-Xing, GAO Chen-Feng, and CHEN Tian...
期刊信息
篇名
Studies on nonlinear time series observations of some key atmospheric issues
语种
英文
撰写或编译
作者
许丽生
第一作者单位
刊物名称
Ecological Protection of West China and Economical Developments, Chengdu, 25-26 Apri...
期刊信息
篇名
A Model-Free Method for Structural Change Detection Multivariate Nonlinear Time Series
语种
英文
撰写或编译
作者
孙青华,张世英,梁雄健
第一作者单位
刊物名称
Journal of Systems Engineering and Electronics
页面
14（2）：36－46，2003...