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:15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:8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 0
- 关键词:EDA-ELM model GA-ELM model ANFIS model Drought prediction The Yunnan-Guizhou Plateau
- 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
- 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 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:2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