Machine Learning Models for Spring Discharge Forecasting

Machine learning methods for wastewater hydraulics

(2017) Francesco Granata et al.   FLOW MEASUREMENT AND INSTRUMENTATION

Machine Learning Algorithms for the Forecasting of Wastewater Quality Indicators

(2017) Francesco Granata et al.   Water

Prediction of maximum scour depth around piers with debris accumulation using EPR, MT, and GEP models

(2016) M. Najafzadeh et al.   JOURNAL OF HYDROINFORMATICS

Application of model tree and Evolutionary Polynomial Regression for evaluation of sediment transport in pipes

(2016) Mohammad Najafzadeh et al.   KSCE Journal of Civil Engineering

Scour prediction in long contractions using ANFIS and SVM

(2016) Mohammad Najafzadeh et al.   OCEAN ENGINEERING

Support Vector Regression for Rainfall-Runoff Modeling in Urban Drainage: A Comparison with the EPA’s Storm Water Management Model

(2016) Francesco Granata et al.   Water

Support vector machine applications in the field of hydrology: A review

(2014) Sujay Raghavendra. N et al.   APPLIED SOFT COMPUTING

Predicting Monthly Spring Discharges Using a Simple Statistical Model

(2014) Nazzareno Diodato et al.   WATER RESOURCES MANAGEMENT

Modeling of Sediment Yield Prediction Using M5 Model Tree Algorithm and Wavelet Regression

(2014) Manish Kumar Goyal   WATER RESOURCES MANAGEMENT

An assembled extreme value statistical model of karst spring discharge

(2013) Yonghui Fan et al.   JOURNAL OF HYDROLOGY

Model tree approach for prediction of pile groups scour due to waves

(2011) A. Etemad-Shahidi et al.   OCEAN ENGINEERING

The relation between karst spring discharge and rainfall by cross-correlation analysis (Campania, southern Italy)

(2010) Francesco Fiorillo et al.   HYDROGEOLOGY JOURNAL

Estimating soil moisture using remote sensing data: A machine learning approach

(2009) Sajjad Ahmad et al.   ADVANCES IN WATER RESOURCES

Estimation of Mean Annual Flood in Indian Catchments Using Backpropagation Neural Network and M5 Model Tree

(2009) Krishna Kumar Singh et al.   WATER RESOURCES MANAGEMENT

Simulation of spring flows from a karst aquifer with an artificial neural network

(2007) Caihong Hu et al.   HYDROLOGICAL PROCESSES