兰州大学机构库

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DPC-based combined model for PM 2.5 forecasting: four cities in China 期刊论文
Soft Computing, 2021, 卷号: 25, 期号: 14, 页码: 9199-9208
Authors:  Wang, Yuanyuan;  Wang, Xiao;  Wei, Lin;  Su, JX(苏锦霞);  Zhu, SL(朱素玲)
Favorite  |  View/Download:7/0  |  Submit date:2021/08/12
Soft computing  Software engineering  Air pollution forecasting  Combination forecasting  Combination forecasting models  Individual modeling  Intelligent optimization algorithm  Intrinsic Mode functions  PM2.5 concentration  Prediction accuracy  
DPC-based combined model for PM2.5 forecasting: four cities in China 期刊论文
SOFT COMPUTING, 2021
Authors:  Wang, Yuanyuan;  Wang, Xiao;  Wei, Lin;  Su, JX(苏锦霞);  Zhu, SL(朱素玲)
Favorite  |  View/Download:17/0  |  Submit date:2021/06/17
Combination forecastingIndividual model selectionDensity peaks clusteringPM2.5 forecasting  
The air quality index trend forecasting based on improved error correction model and data preprocessing for 17 port cities in China 期刊论文
CHEMOSPHERE, 2020, 卷号: 252
Authors:  Zhu, SL(朱素玲);  Sun, Jianan;  Liu, Yafei;  Lu, Mingming;  Liu, XR(刘兴荣)
Favorite  |  View/Download:39/0  |  Submit date:2020/06/15
Error correction model  Statistical learning model  Air quality index forecasting  
CEEMD-subset-OASVR-GRNN for ozone forecasting: Xiamen and Harbin as cases 期刊论文
ATMOSPHERIC POLLUTION RESEARCH, 2020, 卷号: 11, 期号: 4
Authors:  Zhu, SL(朱素玲);  Wang, Xiao;  Shi, Naiyu;  Lu, Mingming
Favorite  |  View/Download:8/0  |  Submit date:2020/08/28
Combined forecasting  Model selection  Number of individual models  Ozone prediction  
Two-step-hybrid model based on data preprocessing and intelligent optimization algorithms (CS and GWO) for NO2 and SO2 forecasting 期刊论文
ATMOSPHERIC POLLUTION RESEARCH, 2019, 卷号: 10, 期号: 4, 页码: 1326-1335
Authors:  Zhu, SL(朱素玲);  Qiu, Xuanlin;  Yin, Yanru;  Fang, Min;  Liu, XR(刘兴荣);  Zhao, XJ(赵学靖);  Shi, Yanjun
Favorite  |  View/Download:23/0  |  Submit date:2019/10/11
Two-step-hybrid model  Acid rain  Air pollution  Spectral decomposition  Forecasting  
Optimal-combined model for air quality index forecasting: 5 cities in North China 期刊论文
ENVIRONMENTAL POLLUTION, 2018, 卷号: 243, 页码: 842-850
Authors:  Zhu, SL(朱素玲);  Yang, Ling;  Wang, Weini;  Liu, XR(刘兴荣);  Lu, Mingming;  Shen, XP(申希平)
Favorite  |  View/Download:17/0  |  Submit date:2019/10/30
Optimal-combined model  Model uncertainty  Air pollution  
PM2.5 forecasting using SVR with PSOGSA algorithm based on CEEMD, GRNN and GCA considering meteorological factors 期刊论文
ATMOSPHERIC ENVIRONMENT, 2018, 卷号: 183, 页码: 20-32
Authors:  Zhu, SL(朱素玲);  Lian, Xiuyuan;  Wei, Lin;  Che, Jinxing;  Shen, XP(申希平);  Yang, Ling;  Qiu, Xuanlin;  Liu, XN(刘小宁);  Gao, WL(高文龙);  Ren, XW(任晓卫)...Zhu, SL(朱素玲);  Lian, Xiuyuan;  Wei, Lin;  Che, Jinxing;  Shen, XP(申希平);  Yang, Ling;  Qiu, Xuanlin;  Liu, XN(刘小宁);  Gao, WL(高文龙);  Ren, XW(任晓卫);  Li, JS(李娟生)
Favorite  |  View/Download:108/0  |  Submit date:2018/09/28
PM2.5 concentrations  Support vector regression  Grey correlation analysis  Particle swarm optimization  Gravitational search algorithm  
Daily air quality index forecasting with hybrid models: A case in China 期刊论文
ENVIRONMENTAL POLLUTION, 2017, 卷号: 231, 期号: 1, 页码: 1232-1244
Authors:  Zhu, SL(朱素玲);  Lian, Xiuyuan;  Liu, Haixia;  Hu, Jianming;  Wang, Yuanyuan;  Che, Jinxing
Favorite  |  View/Download:58/0  |  Submit date:2018/09/28
Hybrid model  Air pollution indexes  Forecasting  
A modified support vector regression: Integrated selection of training subset and model 期刊论文
Applied Soft Computing Journal, 2017, 卷号: 53, 页码: 308-322
Authors:  Che, JinXing;  Yang, YouLong;  Li, Li;  Li, YanYing;  Zhu, SL(朱素玲)
Favorite  |  View/Download:40/0  |  Submit date:2018/01/19
Model selection  Optimal training subset  Nested particle swarm optimization  Support vector regression  Forecasting  
贝叶斯log-binomial回归方法评估患病率比的研究 期刊论文
中华流行病学杂志, 2017, 卷号: 38, 期号: 3, 页码: 400-405
Authors:  高文龙;  林和;  刘小宁;  任晓卫;  李娟生;  申希平;  朱素玲
Favorite  |  View/Download:80/0  |  Submit date:2018/05/28
贝叶斯定理  回归分析  模型,统计学  患病率比  log-binomial回归