Forecasting river daily discharge using decision tree and time series methods

Prediction of Flood Discharge Using Hybrid PSO-SVM Algorithm in Barak River Basin

(2023) Sandeep Samantaray et al.   MethodsX

flood forecasting based on machine learning pattern recognition and dynamic migration of parameters

(2023) Yehai Tang et al.   Journal of Hydrology-Regional Studies

Predicting combined tidal and pluvial flood inundation using a machine learning surrogate model

(2022) Faria T. Zahura et al.   Journal of Hydrology-Regional Studies

Analysis of runoff generation driving factors based on hydrological model and interpretable machine learning method

(2022) Shuo Wang et al.   Journal of Hydrology-Regional Studies

A Hybrid Model to Predict Monthly Streamflow Using Neighboring Rivers Annual Flows

(2021) Anas Mahmood Al-Juboori   WATER RESOURCES MANAGEMENT

The temporal variations in runoff-generation parameters of the Xinanjiang model due to human activities: A case study in the upper Yangtze River Basin, China

(2021) Xiaojing Zhang et al.   Journal of Hydrology-Regional Studies

Machine learning techniques for monthly river flow forecasting of Hunza River, Pakistan

(2020) Dostdar Hussain et al.   Earth Science Informatics

Floods: impacts on livelihood, economic status and poverty in the north-west region of Pakistan

(2020) Umer Khayyam   NATURAL HAZARDS

A New Modeling Approach for Spatial Prediction of Flash Flood with Biogeography Optimized CHAID Tree Ensemble and Remote Sensing Data

(2020) Viet-Nghia Nguyen et al.   Remote Sensing

Daily river flow forecasting using ensemble empirical mode decomposition based heuristic regression models: Application on the perennial rivers in Iran and South Korea

(2019) Mohammad Rezaie-Balf et al.   JOURNAL OF HYDROLOGY

A review of machine learning for the optimization of production processes

(2019) Dorina Weichert et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

Generating Monthly Stream Flow Using Nearest River Data: Assessing Different Trees Models

(2019) Anas Mahmood Al-Juboori   WATER RESOURCES MANAGEMENT

Evaluation of CART, CHAID, and QUEST algorithms: a case study of construction defects in Taiwan

(2019) Chien-Liang Lin et al.   Journal of Asian Architecture and Building Engineering

Determining quality of water in reservoir using machine learning

(2018) Jui-Sheng Chou et al.   Ecological Informatics

Data Mining Approaches for Landslide Susceptibility Mapping in Umyeonsan, Seoul, South Korea

(2017) Sunmin Lee et al.   Applied Sciences-Basel

Modeling and Testing Landslide Hazard Using Decision Tree

(2014) Mutasem Sh. Alkhasawneh et al.   Journal of Applied Mathematics

Multiple regression and Artificial Neural Network for long-term rainfall forecasting using large scale climate modes

(2013) F. Mekanik et al.   JOURNAL OF HYDROLOGY

M5 model tree application in daily river flow forecasting in Sohu Stream, Turkey

(2013) M. Taghi Sattari et al.   Water Resources

Advancing monthly streamflow prediction accuracy of CART models using ensemble learning paradigms

(2012) Halil Ibrahim Erdal et al.   JOURNAL OF HYDROLOGY