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科研机构
北京航空航天大学 [3]
湖南大学 [3]
山东大学 [1]
中南大学 [1]
内容类型
期刊论文 [7]
会议论文 [1]
发表日期
2018 [2]
2017 [1]
2015 [4]
2014 [1]
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Comparison of two new intelligent wind speed forecasting approaches based on Wavelet Packet Decomposition, Complete Ensemble Empirical Mode Decomposition with Adaptive Noise and Artificial Neural Networks
期刊论文
Energy Conversion and Management, 2018, 卷号: 155, 页码: 188-200
作者:
Liu, Hui
;
Mi, Xiwei
;
Li, Yanfei*
收藏
  |  
浏览/下载:41/0
  |  
提交时间:2019/12/03
Wind speed forecasting
Wavelet packet decomposition
Complete Ensemble Empirical Mode Decomposition with Adaptive Noise
Artificial Neural Network
ANN
Artificial Neural Network
AR
Auto Regressive
ARIMA
Auto Regressive Integrated Moving Average
BA
Bat Algorithm
BP
Back-propagation Neural Network
CEEMDAN
Complete Ensemble Empirical Mode Decomposition
CG
Conjugate Gradient
CLSFPA
Flower Pollination Algorithm with Chaotic Local Search
CNN
Convolutional Neural Network
CS
Compressive Sensing
CSA
Cuckoo Search Algorithm
EEMD
Ensemble Empirical Mode Decomposition
ESM
Exponential Smoothing Method
FA
Firefly Algorithm
FAC
First-order Adaptive Coefficient
GA
Genetic Algorithm
GRNN
General Regression Neural Network
HBSA
Hybrid Backtracking Search Algorithm
HWM
Holt-Winters Model
IMFs
Intrinsic Mode Functions
IS
Input parameter Selection
KF
Kalman filter
LSSVM
Least Square Support Vector Machine
MAE
Mean Absolute Error
MAPE
Mean Absolute Percentage Error
MLP
Multilayer Perceptron Neural Network
MOBA
Multi Objective Bat Algorithm
NNCT
No Negative Constraint Theory
NSGA
Non-dominated Sorting Genetic Algorithm
OVMD
Optimized Variational Mode Decomposition
PSO
Particle Swam Optimization
PSOSA
Particle Swarm Optimization based on Simulated Annealing
PSR
Phase Space Reconstruction
RBF
Radial Basis Function Neural Network
RMSE
Root Mean Square Error
SAC
Second-order Adaptive Coefficient
SAM
Seasonal Adjustment Method
SDA
Secondary Decomposition Algorithm
SEA
Seasonal Exponential Adjustment
SOM
Self-Organizing feature Maps
SSA
Singular Spectrum Analysis
SVR
Support Vector Regression
VMD
Variational Mode Decomposition
v-SVM
v-Support Vector Machine
WD
Wavelet Decomposition
WPD
Wavelet Packet Decomposition
Application of nitrogen adsorption - based SSA measurement in characterization of montmorillonite dissolution
期刊论文
INDIAN JOURNAL OF GEO-MARINE SCIENCES, 2018, 卷号: 47, 期号: 3, 页码: 635-644
作者:
Qu, Xiyu
;
Gao, Yuan
;
Lin, Yongchang
;
Song, Zhaojun
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2019/12/11
Nitrogen Adsorption-Based SSA Measurement
SSA feature
pore size
feature
dissolution features
sodium hydroxide solution
Effective Denoising and Classification of Hyperspectral Images Using Curvelet Transform and Singular Spectrum Analysis.
期刊论文
IEEE Transactions on Geoscience & Remote Sensing, 2017, 卷号: Vol.55 No.1, 页码: 119-133
-
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2019/12/31
Classification
curvelet transform
Feature extraction
Hyperspectral imaging
hyperspectral imaging (HSI)
Noise reduction
Principal component analysis
singular spectrum analysis (SSA)
spatial postprocessing (SPP)
Spectral analysis
support vector machine (SVM)
Wavelet transforms
Fast Implementation of Singular Spectrum Analysis for Effective Feature Extraction in Hyperspectral Imaging
会议论文
6th Workshop on Hyperspectral Image and Signal Processing (WHISPERS), Lausanne, SWITZERLAND, 2015-06-01
作者:
Zabalza, Jaime
;
Ren, Jinchang
;
Wang, Zheng
;
Zhao, Huimin
;
Wang, Jun
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2020/01/06
Data classification
fast singular spectrum analysis (F-SSA)
feature extraction
hyperspectral imaging (HSI)
support vector machine (SVM)
Novel Two-Dimensional Singular Spectrum Analysis for Effective Feature Extraction and Data Classification in Hyperspectral Imaging
期刊论文
Transactions on Geoscience and Remote Sensing, 2015, 卷号: Vol.53 No.8, 页码: 4418-4433
作者:
Zabalza, J
;
Ren, JC
;
Zheng, JB
;
Han, JW
;
Zhao, HM
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2019/12/31
2-D
empirical
mode
decomposition
(2D-EMD)
2-D
singular
spectrum
analysis
(2D-SSA)
Data
classification
feature
extraction
hyperspectral
imaging
(HSI)
Novel two-dimensional singular spectrum analysis for effective feature extraction and data classification in hyperspectral imaging
期刊论文
IEEE Transactions on Geoscience and Remote Sensing, 2015, 卷号: Vol.53 No.8, 页码: 4418-4433
作者:
Zabalza, J.
;
Ren, J.
;
Zheng, J.
;
Han, J.
;
Zhao, H.
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2019/12/31
2-D
empirical
mode
decomposition
(2D-EMD)
2-D
singular
spectrum
analysis
(2D-SSA)
Data
classification
feature
extraction
hyperspectral
imaging
(HSI)
Fast Implementation of Singular Spectrum Analysis for Effective Feature Extraction in Hyperspectral Imaging
期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2015, 卷号: 8, 页码: 2845-2853
作者:
Zabalza, Jaime
;
Ren, Jinchang
;
Wang, Zheng
;
Zhao, Huimin
;
Wang, Jun
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2019/12/30
Data classification
fast singular spectrum analysis (F-SSA)
feature extraction
hyperspectral imaging (HSI)
support vector machine (SVM)
Singular Spectrum Analysis for Effective Feature Extraction in Hyperspectral Imaging
期刊论文
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2014, 卷号: 11, 页码: 1886-1890
作者:
Zabalza, Jaime
;
Ren, Jinchang
;
Wang, Zheng
;
Marshall, Stephen
;
Wang, Jun
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2020/01/06
Data classification
feature extraction
hyperspectral imaging (HSI)
singular spectrum analysis (SSA)
support vector machine (SVM)
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