成果/Result
- A novel information changing rate and conditional mutual information-based input feature selection method for artificial intelligence drought prediction models被引量：17收藏
- 作者：Li, Qiongfang Han, Xingye Liu, Zhennan He, Pengfei Shi, Peng
- 机构：Hohai Univ;Yangtze Inst Conservat & Dev;Guizhou Inst Technol;Hydrol & Water Resource Bur Henan Prov
- 来源：CLIMATE DYNAMICS 2022
- 关键词：Feature selection Information changing rate Conditional mutual information Drought-driving factors Yunnan-Guizhou Plateau
- Runoff Prediction Using a Novel Hybrid ANFIS Model Based on Variable Screening被引量：9收藏
- 作者：Liu, Zhennan Li, Qiongfang Zhou, Jingnan Jiao, Weiguo Wang, Xiaoyu
- 机构：Sch Civil Engn;Hohai Univ;Anhui Agr Univ
- 来源：WATER RESOURCES MANAGEMENT 2021
- 关键词：Monthly runoff forecasting Adaptive neuro-fuzzy inference system Fireworks algorithm Uncertainty analysis
- Drought prediction in the Yunnan-Guizhou Plateau of China by coupling the estimation of distribution algorithm and the extreme learning machine被引量：6收藏
- 作者：Li, Qiongfang Du, Yao Liu, Zhennan Zhou, Zhengmo Lu, Guobin
- 机构：Hohai Univ;Hohai Univ;Guizhou Univ;Hohai Univ
- 来源：NATURAL HAZARDS 2022
- 关键词：EDA-ELM model GA-ELM model ANFIS model Drought prediction The Yunnan-Guizhou Plateau
- Runoff prediction using hydro-meteorological variables and a new hybrid ANFIS-GPR model被引量：2收藏
- 作者：Liu, Zhennan Zhou, Jingnan Zeng, Xianzhong Wang, Xiaoyu Jiao, Weiguo
- 机构：Guizhou Inst Technol;Guizhou Inst Technol;Songbaishan Reservoir Management Off;Anhui Agr Univ
- 来源：JOURNAL OF WATER AND CLIMATE CHANGE 2023
- 关键词：adaptive neuro-fuzzy inference system correlation analysis Gaussian regression process principal component analysis runoff prediction
