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 · 778 citations

Computing, Hydrology, Flood Hydrology +16

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

Khabat Khosravi, Binh Thai Pham, Jan Adamowski et al. · Journal of Hydrology · 2019 · 726 citations

Business, Decision Sciences, Hydrology +15

A wavelet neural network conjunction model for groundwater level forecasting

Jan Adamowski, Hiu Fung Chan · Journal of Hydrology · 2011 · 636 citations

Natural Resources, Earth Sciences, Hydrology +14

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 · 557 citations

Natural Resources, Environmental Engineering, Water Resources Management +9

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 · 490 citations · Full text

Business, Water Resources Management, Demand Forecasting +16