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科研机构
地理科学与资源研究所 [4]
中南大学 [4]
武汉大学 [4]
清华大学 [3]
西安交通大学 [3]
北京航空航天大学 [3]
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期刊论文 [23]
会议论文 [5]
其他 [2]
SCI/SSCI论文 [1]
发表日期
2019 [4]
2018 [2]
2017 [3]
2016 [6]
2015 [2]
2014 [1]
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A multi-factor weighted regression approach for estimating the spatial distribution of soil organic carbon in grasslands
期刊论文
CATENA, 2019, 卷号: 174, 页码: 248-258
作者:
Wang, SuiZi
;
Fan, JiangWen
;
Zhong, HuaPing
;
Li, YuZhe
;
Zhu, HuaZhong
收藏
  |  
浏览/下载:57/0
  |  
提交时间:2019/10/11
Soil organic carbon
Spatial distribution
Multi-factor weighted regression model
Soil layer
Grasslands
Spatial distribution and changes of permafrost on the Qinghai-Tibet Plateau revealed by statistical models during the period of 1980 to 2010
期刊论文
SCIENCE OF THE TOTAL ENVIRONMENT, 2019, 卷号: 650, 页码: 661-670
作者:
Wang, Tianye
;
Wu, Tonghua
;
Wang, Ping
;
Li, Ren
;
Xie, Changwei
收藏
  |  
浏览/下载:57/0
  |  
提交时间:2019/05/23
Permafrost distribution
Permafrost changes
Qinghai-Tibet Plateau
Logistic regression model
Multi-criteria analysis
SIRCS: Slope-intercept-residual Compression by Correlation Sequencing for Multi-stream High Variation Data
其他
2019-01-01
作者:
Ye, Zixin
;
Hua, Wen
;
Wang, Liwei
;
Zhou, Xiaofang
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2019/12/05
High variation data
Multi-signal compression
Correlation mapping
Linear regression model
Error detection
Multi-failure probabilistic design for turbine bladed disks using neural network regression with distributed collaborative strategy
期刊论文
AEROSPACE SCIENCE AND TECHNOLOGY, 2019, 卷号: 92, 页码: 464-477
作者:
Song, Lu-Kai
;
Bai, Guang-Chen
;
Fei, Cheng-Wei
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2019/12/30
Multi-failure probabilistic analysis
Surrogate model
Turbine bladed disk
Neural network regression
Distributed collaborative strategy
Big multi-step wind speed forecasting model based on secondary decomposition, ensemble method and error correction algorithm
期刊论文
Energy Conversion and Management, 2018, 卷号: 156, 页码: 525-541
作者:
Liu, Hui
;
Duan, Zhu
;
Han, Feng-ze
;
Li, Yan-fei*
收藏
  |  
浏览/下载:38/0
  |  
提交时间:2019/12/03
NWP
numerical weather prediction
CS
Cuckoo search
FS
fuzzy system
WRF
weather research and forecasting
KF
Kalman filter
ARIMA
auto-regressive integrated moving average
ARCH
autoregressive conditional heteroskedasticity
ANN
artificial neural networks
SVM
support vector machine
CRO
Coral Reefs optimization algorithm
ELM
extreme learning machine
MFNN
multi-layer feed-forward neural network
SPSA
simultaneous perturbation stochastic approximation
HM
Hammerstein Model
AR
auto-regressive
AdaBoost
adaptive boosting
MLP
multilayer perceptron
DNN-MRT
deep neural network based meta regression and transfer learning
WD
wavelet decomposition
FEEMD
fast ensemble empirical mode decomposition
EMD
empirical mode decomposition
WPD
wavelet packet decomposition
SSA
singular spectrum analysis
BFGS
Broyden–Fletcher–Goldfarb–Shanno Quasi-Newton Back Propagation
LSSVM
least square support vector machine
PSOGSA
partial swarm optimization combined with gravitational search algorithm
FCM
fuzzy C-means
EEMD
ensemble empirical mode decomposition
SampEn
sample entropy
VMD
variational mode decomposition
MAdaBoost
Modified AdaBoost.RT
WF
wavelet filter
MAE
mean absolute error
MAPE
mean absolute percentage error
RMSE
root mean squared error
CWT
continuous wavelet transform
DWT
discrete wavelet transform
LMD
local mean decomposition
ADMM
alternate direction method of multipliers
Big multi-step wind speed forecasting
Wavelet decomposition
Variational mode decomposition
Sample entropy
Modified adaBoost.RT
Wavelet filter
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
Contributions of climate change and human activities to ET and GPP trends over North China Plain from 2000 to 2014
期刊论文
JOURNAL OF GEOGRAPHICAL SCIENCES, 2017, 卷号: 27, 期号: 6, 页码: 661-680
作者:
Chen Xuejuan
;
Mo Xingguo
;
Hu Shi
;
Liu Suxia
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2019/09/25
evapotranspiration
gross primary production
contribution
process-based model
multi-regression
North China Plain
Forecasting long-term global solar radiation with an ANN algorithm coupled with satellite-derived (MODIS) land surface temperature (LST) for regional locations in Queensland
期刊论文
RENEWABLE & SUSTAINABLE ENERGY REVIEWS, 2017, 卷号: 72, 页码: 828-848
作者:
Deo, Ravinesh C.
;
Sahin, Mehmet
收藏
  |  
浏览/下载:29/0
  |  
提交时间:2019/10/09
Satellite-based solar model
Neural network
Multi-linear regression
ARIMA model
Data-driven modeling of truck engine exhaust valve failures: A case study
期刊论文
JOURNAL OF MECHANICAL SCIENCE AND TECHNOLOGY, 2017, 卷号: 31, 期号: 6
作者:
He, Yusen
;
Kusiak, Andrew
;
Ouyang, Tinghui
;
Teng, Wei
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2019/12/05
Exhaust valve failure
Multi-dimensional imputation
Kaplan-Meier estimate
Cox proportional regression
Reliability model fitting
Value-atrisk
Kolmogorov-Smirnov two sample test
Reasonable Price Recommendation on Airbnb Using Multi-Scale Clustering
会议论文
作者:
Li, Yang
;
Pan, Quan
;
Yang, Tao
;
Guo, Lantian
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2019/12/02
cluster
Multi-Scale Affinity Propagation(MSAP)
price prediction
Linear Regression model with Normal Noise(LRNN)
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