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A new PM2.5 concentration forecasting system based on AdaBoost-ensemble system with deep learning approach 期刊论文
JOURNAL OF FORECASTING, 2022, 页码: 22
作者:  Li, Zhongfei;  Gan, Kai;  Sun, Shaolong;  Wang, Shouyang
收藏  |  浏览/下载:6/0  |  提交时间:2023/02/07
基于集成学习的电动汽车充电站超短期负荷预测 期刊论文
上海交通大学学报, 2022, 页码: 1-10
作者:  李恒杰;  朱江皓;  傅晓飞;  方陈;  梁达明
收藏  |  浏览/下载:26/0  |  提交时间:2022/07/19
Prediction model of rock mass class using classification and regression tree integrated AdaBoost algorithm based on TBM driving data 期刊论文
TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY, 2020, 卷号: 106, 页码: 13
作者:  Liu, Quansheng;  Wang, Xinyu;  Huang, Xing;  Yin, Xin
收藏  |  浏览/下载:17/0  |  提交时间:2021/05/25
Random Forest-Based Ensemble Estimator for Concrete Compressive Strength Prediction via AdaBoost Method 会议论文
Kunming, China, July 20, 2019 - July 22, 2019
作者:  Lv, Yuanxin;  Shi, Xiaoyu;  Ran, Longyu;  Shang, Mingsheng
收藏  |  浏览/下载:6/0  |  提交时间:2020/02/18
Intelligent driving methods based on sparse LSSVM and ensemble CART algorithms for high-speed trains 期刊论文
COMPUTERS & INDUSTRIAL ENGINEERING, 2019, 卷号: 127, 页码: 1203-1213
作者:  Cheng, Ruijun;  Chen, Dewang;  Gai, Weilong;  Zheng, Song
收藏  |  浏览/下载:14/0  |  提交时间:2019/11/21
A robust temperature prediction model of shuttle kiln based on ensemble random vector functional link network. 期刊论文
Applied Thermal Engineering, 2019, 卷号: Vol.150, 页码: 99-110
作者:  Zhang, Lei;  Zhang, Xiaogang;  Chen, Hua;  Tang, Hongzhong
收藏  |  浏览/下载:8/0  |  提交时间:2019/12/13
A robust temperature prediction model of shuttle kiln based on ensemble random vector functional link network 期刊论文
APPLIED THERMAL ENGINEERING, 2019, 卷号: Vol.150, 页码: 99-110
作者:  Zhang, L;  Zhang, XG;  Chen, H;  Tang, HZ
收藏  |  浏览/下载:3/0  |  提交时间:2019/12/17
A robust temperature prediction model of shuttle kiln based on ensemble random vector functional link network 期刊论文
Applied Thermal Engineering, 2019, 卷号: Vol.150, 页码: 99-110
作者:  Lei Zhang;  Xiaogang Zhang;  Hua Chen;  Hongzhong Tang
收藏  |  浏览/下载:7/0  |  提交时间:2019/12/13
Ensemble Learning Based Gender Recognition from Physiological Signals 会议论文
2018
作者:  Zhang, Huiling;  Guo, Ning;  Liu, Guangyuan;  Hu, Junhao;  Zhou, Jiaxiu
收藏  |  浏览/下载:42/0  |  提交时间:2019/01/31
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  


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