Construction of rapid early warning and comprehensive analysis models for urban waterlogging based on AutoML and comparison of the other three machine learning algorithms

Ensemble machine learning paradigms in hydrology: A review

(2021) Mohammad Zounemat-Kermani et al.   JOURNAL OF HYDROLOGY

Establishment of urban waterlogging pre-warning system based on coupling RBF-NARX neural networks

(2020) Ming Wei et al.   WATER SCIENCE AND TECHNOLOGY

Flood susceptibility assessment using extreme gradient boosting (EGB), Iran

(2020) Sajjad Mirzaei et al.   Earth Science Informatics

An ensemble neural network model for real-time prediction of urban floods

(2019) Simon Berkhahn et al.   JOURNAL OF HYDROLOGY

Scaling tree-based automated machine learning to biomedical big data with a feature set selector

(2019) Trang T Le et al.   BIOINFORMATICS

A XGBoost Model with Weather Similarity Analysis and Feature Engineering for Short-Term Wind Power Forecasting

(2019) Huan Zheng et al.   Applied Sciences-Basel

Applications of python to evaluate the performance of decision tree-based boosting algorithms

(2018) Akhil Kadiyala et al.   Environmental Progress & Sustainable Energy

A new strategy for integrated urban water management in China: Sponge city

(2018) Hao Wang et al.   Science China-Technological Sciences

Monthly runoff forecasting based on LSTM–ALO model

(2018) Xiaohui Yuan et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

Design and evaluation of SVR, MARS and M5Tree models for 1, 2 and 3-day lead time forecasting of river flow data in a semiarid mountainous catchment

(2018) Zhenliang Yin et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

Exploration of the causality between area changes of green spaces and waterlogging frequency in Beijing

(2017) Guofeng Wang et al.   PHYSICS AND CHEMISTRY OF THE EARTH

Improving Accuracy of River Flow Forecasting Using LSSVR with Gravitational Search Algorithm

(2017) Rana Muhammad Adnan et al.   Advances in Meteorology

Urban waterlogs control in China: more effective strategies and actions are needed

(2016) Yan-Fang Sang et al.   NATURAL HAZARDS

Integrated simulation method for waterlogging and traffic congestion under urban rainstorms

(2015) Boni Su et al.   NATURAL HAZARDS

Regional flood inundation nowcast using hybrid SOM and dynamic neural networks

(2014) Li-Chiu Chang et al.   JOURNAL OF HYDROLOGY

Real-time multi-step-ahead water level forecasting by recurrent neural networks for urban flood control

(2014) Fi-John Chang et al.   JOURNAL OF HYDROLOGY

Rainstorm waterlogging risk assessment in central urban area of Shanghai based on multiple scenario simulation

(2014) Rui-Song Quan   NATURAL HAZARDS

Reinforced recurrent neural networks for multi-step-ahead flood forecasts

(2013) Pin-An Chen et al.   JOURNAL OF HYDROLOGY

Development and application of a decision group Back-Propagation Neural Network for flood forecasting

(2010) Chang-Shian Chen et al.   JOURNAL OF HYDROLOGY

The Integrated Nowcasting through Comprehensive Analysis (INCA) System and Its Validation over the Eastern Alpine Region

(2010) T. Haiden et al.   WEATHER AND FORECASTING