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浏览/检索结果: 共14条，第1-10条 帮助 限定条件 发表日期：2022     已选(0)清除 条数/页：5101520253035404550556065707580859095100   排序方式：请选择作者升序作者降序题名升序题名降序发表日期升序发表日期降序提交时间升序提交时间降序 A novel short-term load forecasting method based on mini-batch stochastic gradient descent regression model 期刊论文 Electric Power Systems Research, 2022, 卷号: 211 作者:  Lizhen, Wu;  Yifan, Zhao;  Gang, Wang;  Xiaohong, Hao 收藏  |  浏览/下载：21/0  |  提交时间：2022/07/20 Batch data processing  Big data  Electric power plant loads  Forecasting  Gradient methods  K-means clustering  Regression analysis  Stochastic models  Big data analyze  Distributed parallel computing  Load forecasting  Map-reduce  Map-reduce framework  Mini-batch stochastic gradient descent  Regression modelling  Short term load forecasting  Stochastic gradient descent  Stochastic gradient descent algorithm   Regional Predictions of Air Pollution in Guangzhou: Preliminary Results and Multi-Model Cross-Validations 期刊论文 ATMOSPHERE, 2022, 卷号: 13 作者:  Qiao, Zhi;  Cui, Shengcheng;  Pei, Chenglei;  Ye, Zhou;  Wu, Xiaoqing 收藏  |  浏览/下载：12/0  |  提交时间：2022/12/23 WRF-Chem  back propagation neural network  long short-term memory  air pollution  Guangzhou   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：8/0  |  提交时间：2023/02/07 AdaBoost-ensemble  deep learning  hybrid data preprocessing-analysis strategy  LSTM   A stacking-based short-term wind power forecasting method by CBLSTM and ensemble learning 期刊论文 Journal of Renewable and Sustainable Energy, 2022, 卷号: 14, 期号: 4 作者:  Wang, Nier;  Li, Zhanming 收藏  |  浏览/下载：28/0  |  提交时间：2022/09/22 Data handling  Decision trees  Electric load dispatching  Machine learning  Weather forecasting  Wind farm  Ensemble learning  Forecasting methods  Large amounts  Multi-model combination  Processing capacities  Short-term wind power forecasting  Stacking framework  Stackings  Times series   Foreign Trade Survey Data: Do They Help in Forecasting Exports and Imports? 期刊论文 JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2022, 页码: 24 作者:  Bai Yun;  Wang Shouyang;  Zhang Xun 收藏  |  浏览/下载：7/0  |  提交时间：2023/02/07 ARIMAX  artificial neural network  composite index  forecasting  foreign trade  Granger causality test  survey data   Carbon price prediction considering climate change: A text-based framework 期刊论文 ECONOMIC ANALYSIS AND POLICY, 2022, 卷号: 74, 页码: 382-401 作者:  Xie, Qiwei;  Hao, Jingjing;  Li, Jingyu;  Zheng, Xiaolong 收藏  |  浏览/下载：35/0  |  提交时间：2022/07/25 Carbon price prediction  Text mining  Climate change  Long short-term memory (LSTM)  Random forest (RF)   Velocity-to-velocity human motion forecasting 期刊论文 PATTERN RECOGNITION, 2022, 卷号: 124, 页码: 11 作者:  Wang, Hongsong;  Wang, Liang;  Feng, Jiashi;  Zhou, Daquan 收藏  |  浏览/下载：19/0  |  提交时间：2022/06/10 Human motion prediction  Action anticipation   Prediction of Aerosol Extinction Coefficient in Coastal Areas of South China Based on Attention-BiLSTM 期刊论文 JOURNAL OF MARINE SCIENCE AND ENGINEERING, 2022, 卷号: 10 作者:  Ye, Zhou;  Cui, Shengcheng;  Qiao, Zhi;  Zhang, Zihan;  Zhu, Wenyue 收藏  |  浏览/下载：19/0  |  提交时间：2022/05/16 attention mechanism  long short-term memory  aerosol extinction coefficient prediction   An interval decomposition-ensemble approach with data-characteristic-driven reconstruction for short-term load forecasting 期刊论文 APPLIED ENERGY, 2022, 卷号: 306, 页码: 16 作者:  Yang, Dongchuan;  Guo, Ju-E;  Sun, Shaolong;  Han, Jing;  Wang, Shouyang 收藏  |  浏览/下载：20/0  |  提交时间：2022/04/02 Short-term load forecasting  Bivariate empirical mode decomposition  Decomposition-ensemble approach  Reconstruction  Bayesian optimization  Long short-term memory network   Artificial bee colony-based combination approach to forecasting agricultural commodity prices 期刊论文 INTERNATIONAL JOURNAL OF FORECASTING, 2022, 卷号: 38, 期号: 1, 页码: 21-34 作者:  Wang, Jue;  Wang, Zhen;  Li, Xiang;  Zhou, Hao 收藏  |  浏览/下载：20/0  |  提交时间：2022/04/02 Agricultural commodity price  Forecast combination  Semi-heterogeneous combination  Artificial bee colony algorithm  Denoising technique