Ashkan Farokhnia

Assessment of input variables determination on the SVM model performance using PCA, Gamma test, and forward selection techniques for monthly stream flow prediction

Roohollah Noori, Abdolreza Karbassi, Dawei Han et al. · Journal of Hydrology · 2011 · 375 citations

Natural Resources, Hydrology, Water Resources Management +12

Comparison of ANN and principal component analysis-multivariate linear regression models for predicting the river flow based on developed discrepancy ratio statistic

Roohollah Noori, Amir Khakpour, Babak Omidvar et al. · Expert Systems with Applications · 2010 · 177 citations

Natural Resources, Hydrology, Water Resources Management +12

Uncertainty analysis of streamflow drought forecast using artificial neural networks and Monte‐Carlo simulation

Majid Dehghani, Bahram Saghafian, Farzin Nasiri Saleh et al. · International Journal of Climatology · 2013 · 147 citations

Natural Resources, Hydrology, Forecasting +16

A hybrid of Random Forest and Deep Auto-Encoder with support vector regression methods for accuracy improvement and uncertainty reduction of long-term streamflow prediction

Mahdi Abbasi, Ashkan Farokhnia, Masoud Bahreinimotlagh et al. · Journal of Hydrology · 2020 · 101 citations

Natural Resources, Data Science, Hydrology +16

RETRACTED: Results uncertainty of solid waste generation forecasting by hybrid of wavelet transform-ANFIS and wavelet transform-neural network

Roohollah Noori, Mohammad Ali Abdoli, Ashkan Farokhnia et al. · Expert Systems with Applications · 2008 · 73 citations

Engineering, Environmental Engineering, Forecasting +16