A review of uncertainty quantification in deep learning: Techniques, applications and challenges M Abdar, F Pourpanah, S Hussain, D Rezazadegan, L Liu, ... Information fusion 76, 243-297, 2021 | 1145 | 2021 |
A review on artificial intelligence based load demand forecasting techniques for smart grid and buildings MQ Raza, A Khosravi Renewable and Sustainable Energy Reviews 50, 1352-1372, 2015 | 980 | 2015 |
Lower upper bound estimation method for construction of neural network-based prediction intervals A Khosravi, S Nahavandi, D Creighton, AF Atiya IEEE transactions on neural networks 22 (3), 337-346, 2010 | 631 | 2010 |
Short-term load and wind power forecasting using neural network-based prediction intervals H Quan, D Srinivasan, A Khosravi IEEE transactions on neural networks and learning systems 25 (2), 303-315, 2013 | 627 | 2013 |
Comprehensive review of neural network-based prediction intervals and new advances A Khosravi, S Nahavandi, D Creighton, AF Atiya IEEE Transactions on neural networks 22 (9), 1341-1356, 2011 | 604 | 2011 |
Prediction intervals for short-term wind farm power generation forecasts A Khosravi, S Nahavandi, D Creighton IEEE Transactions on sustainable energy 4 (3), 602-610, 2013 | 262 | 2013 |
Construction of optimal prediction intervals for load forecasting problems A Khosravi, S Nahavandi, D Creighton IEEE Transactions on Power Systems 25 (3), 1496-1503, 2010 | 249 | 2010 |
A new fuzzy-based combined prediction interval for wind power forecasting A Kavousi-Fard, A Khosravi, S Nahavandi IEEE Transactions on Power Systems 31 (1), 18-26, 2015 | 234 | 2015 |
Epileptic seizures detection using deep learning techniques: A review A Shoeibi, M Khodatars, N Ghassemi, M Jafari, P Moridian, ... International Journal of Environmental Research and Public Health 18 (11), 5780, 2021 | 219 | 2021 |
Automated detection and forecasting of covid-19 using deep learning techniques: A review A Shoeibi, M Khodatars, R Alizadehsani, N Ghassemi, M Jafari, ... arXiv preprint arXiv:2007.10785, 2020 | 218 | 2020 |
Neural network-based uncertainty quantification: A survey of methodologies and applications HMD Kabir, A Khosravi, MA Hosen, S Nahavandi IEEE access 6, 36218-36234, 2018 | 207 | 2018 |
Interval type-2 fuzzy logic systems for load forecasting: A comparative study A Khosravi, S Nahavandi, D Creighton, D Srinivasan IEEE Transactions on Power Systems 27 (3), 1274-1282, 2012 | 207 | 2012 |
Prediction intervals to account for uncertainties in travel time prediction A Khosravi, E Mazloumi, S Nahavandi, D Creighton, JWC Van Lint IEEE Transactions on Intelligent Transportation Systems 12 (2), 537-547, 2011 | 182 | 2011 |
A computational framework for uncertainty integration in stochastic unit commitment with intermittent renewable energy sources H Quan, D Srinivasan, AM Khambadkone, A Khosravi Applied energy 152, 71-82, 2015 | 177 | 2015 |
An expert system for selecting wart treatment method F Khozeimeh, R Alizadehsani, M Roshanzamir, A Khosravi, P Layegh, ... Computers in biology and medicine 81, 167-175, 2017 | 176 | 2017 |
Machine learning-based coronary artery disease diagnosis: A comprehensive review R Alizadehsani, M Abdar, M Roshanzamir, A Khosravi, PM Kebria, ... Computers in biology and medicine 111, 103346, 2019 | 167 | 2019 |
Prediction interval estimation of electricity prices using PSO-tuned support vector machines NA Shrivastava, A Khosravi, BK Panigrahi IEEE Transactions on Industrial Informatics 11 (2), 322-331, 2015 | 164 | 2015 |
Classification of healthcare data using genetic fuzzy logic system and wavelets T Nguyen, A Khosravi, D Creighton, S Nahavandi Expert Systems with Applications 42 (4), 2184-2197, 2015 | 157 | 2015 |
Risk factors prediction, clinical outcomes, and mortality in COVID‐19 patients R Alizadehsani, Z Alizadeh Sani, M Behjati, Z Roshanzamir, S Hussain, ... Journal of medical virology 93 (4), 2307-2320, 2021 | 150 | 2021 |
Uncertainty handling using neural network-based prediction intervals for electrical load forecasting H Quan, D Srinivasan, A Khosravi Energy 73, 916-925, 2014 | 147 | 2014 |