Fateh Chebana

Robust ensemble learning framework for day-ahead forecasting of household based energy consumption

Mohammad H. Alobaidi, Fateh Chebana, Mohamed A. Meguid · Applied Energy · 2018 · 148 citations

Computing, Data Science, Forecasting +15

Estimation of ice thickness on lakes using artificial neural network ensembles

I. Zaier, Chang Shu, Taha B. M. J. Ouarda et al. · Journal of Hydrology · 2010 · 101 citations

Natural Sciences, Computer Science, Earth Sciences +14

Review of criteria for the selection of probability distributions for wind speed data and introduction of the moment and L-moment ratio diagram methods, with a case study

Taha B. M. J. Ouarda, Christian Charron, Fateh Chebana · Energy Conversion and Management · 2016 · 93 citations

Natural Sciences, Mathematics, Meteorology +12

Short-term air temperature forecasting using Nonparametric Functional Data Analysis and SARMA models

Stelian Curceac, Camille Ternynck, Taha B. M. J. Ouarda et al. · Environmental Modelling & Software · 2018 · 62 citations

Natural Sciences, Earth Sciences, Meteorology +16

Predicting seismic-induced liquefaction through ensemble learning frameworks

Mohammad H. Alobaidi, Mohamed A. Meguid, Fateh Chebana · Scientific Reports · 2019 · 51 citations · Full text

Computing, Earth Sciences, Earthquake Engineering +11