Jan Adamowski

An ensemble prediction of flood susceptibility using multivariate discriminant analysis, classification and regression trees, and support vector machines

Bahram Choubin, Ehsan Moradi, Mohammad Golshan et al. · The Science of The Total Environment · 2018 · 745 citations

Flash Flood, Hydrological Disaster, Engineering +12

A comparative assessment of flood susceptibility modeling using Multi-Criteria Decision-Making Analysis and Machine Learning Methods

Khabat Khosravi, Himan Shahabi, Binh Thai Pham et al. · Journal of Hydrology · 2019 · 682 citations

Hydrological Disaster, Engineering, Machine Learning Methods +12

A wavelet neural network conjunction model for groundwater level forecasting

Jan Adamowski, Hiu Fung Chan · Journal of Hydrology · 2011 · 624 citations

Hydrogeology, Engineering, Water Resources +8

Short-term water quality variable prediction using a hybrid CNN–LSTM deep learning model

Rahim Barzegar, Mohammad Taghi Aalami, Jan Adamowski · Stochastic Environmental Research and Risk Assessment · 2020 · 521 citations

Convolutional Neural Network, Engineering, Machine Learning +7

Comparison of multiple linear and nonlinear regression, autoregressive integrated moving average, artificial neural network, and wavelet artificial neural network methods for urban water demand forecasting in Montreal, Canada

Jan Adamowski, Hiu Fung Chan, Shiv O. Prasher et al. · Water Resources Research · 2011 · 477 citations · Full text

Forecasting Methodology, Hydrological Prediction, Engineering +14