成果/Result
- Comparing Machine-Learning Models for Drought Forecasting in Vietnam's Cai River Basin被引量：18收藏
- 作者：Liu, Zhen Nan Li, Qiong Fang Luong Bang Nguyen Xu, Gui Hong
- 机构：Hohai Univ;Guizhou Inst Technol;Thuyloi Univ
- 来源：POLISH JOURNAL OF ENVIRONMENTAL STUDIES 2018
- 关键词：drought indices drought forecast extreme learning machine online sequential extreme learning machine self-adaptive evolutionary extreme learning machine sea surface temperature anomalies
- A novel information changing rate and conditional mutual information-based input feature selection method for artificial intelligence drought prediction models被引量：10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 0
- 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：5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
- Fatigue performance of composite concrete structure specimen (CCS) in flexure被引量：4收藏
- 作者：Xu Gui-Hong Fang Dong Liu Zhen-Nan
- 机构：Guizhou Inst Technol;Qual Supervis & Inspect Inst Guizhou Bldg Mat
- 来源：MECHANICS OF ADVANCED MATERIALS AND STRUCTURES 2020
- 关键词：CRTS II slab track fatigue behavior flexural strength
- Drought prediction in the Yunnan-Guizhou Plateau of China by coupling the estimation of distribution algorithm and the extreme learning machine被引量：4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 0
- 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：1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 0
- 关键词：adaptive neuro-fuzzy inference system correlation analysis Gaussian regression process principal component analysis runoff prediction
- Predicting abrupt depletion of dissolved oxygen in Chaohu lake using CNN-BiLSTM with improved attention mechanism被引量：0收藏
- 作者：Wang, Xiaoyu Tang, Xiaoyi Zhu, Mei Liu, Zhennan Wang, Guoqing
- 机构：Anhui Agr Univ;Guizhou Inst Technol;Nanjing Hydraul Res Inst
- 来源：WATER RESEARCH 2024
- 关键词：Dissolved oxygen (DO) Hypoxic events Convolution neural network (CNN) Bidirectional long short-term memory (BiLSTM) Attention mechanism
