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A novel stacked regression algorithm based on slice transform for small sample size problem in spectroscopic analysis 会议论文
Zhengzhou, China, July 20-22, 2018
作者:  Yifan Wu;  Silong Peng;  Qiong Xie;  Quanjie Han
收藏  |  浏览/下载：33/0  |  提交时间：2019/04/29
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：37/0  |  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  
Mapping Soil Salinity/Sodicity by using Landsat OLI Imagery and PLSR Algorithm over Semiarid West Jilin Province, China 期刊论文
Sensors, 2018, 卷号: 18, 期号: 4
作者:  H. Yu, M. Y. Liu, B. J. Du, Z. M. Wang, L. J. Hu and B. Zhang
收藏  |  浏览/下载：10/0  |  提交时间：2019/12/02
Evaluation of Near-Infrared Hyperspectral Imaging for Detection of Peanut and Walnut Powders in Whole Wheat Flour 期刊论文
APPLIED SCIENCES-BASEL, 2018, 卷号: 8, 期号: 7, 页码: 1076
作者:  Zhao, X;  Guo YQ(郭义庆);  Sun, CP;  Li, YF;  Chu, X
收藏  |  浏览/下载：31/0  |  提交时间：2019/09/24
Research of nitrate concentration prediction based on GA 会议论文
Beijing, China, 2018-05-22
作者:  Wang, Xueji;  Hu, Bingliang;  Yu, Tao;  Liu, Qingsong;  Li, Hongbo
收藏  |  浏览/下载：18/0  |  提交时间：2019/03/12
Comparison of partial least square regression, support vector machine, and deep-learning techniques for estimating soil salinity from hyperspectral data 期刊论文
JOURNAL OF APPLIED REMOTE SENSING, 2018, 卷号: 12
作者:  Zeng, Wenzhi;  Zhang, Dongying;  Fang, Yuanhao;  Wu, Jingwei;  Huang, Jiesheng
收藏  |  浏览/下载：8/0  |  提交时间：2019/12/05

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