| Long-term wind speed and power forecasting using local recurrent neural network models TG Barbounis, JB Theocharis, MC Alexiadis, PS Dokopoulos IEEE Transactions on Energy Conversion 21 (1), 273-284, 2006 | 734 | 2006 |
| A fuzzy model for wind speed prediction and power generation in wind parks using spatial correlation IG Damousis, MC Alexiadis, JB Theocharis, PS Dokopoulos IEEE Transactions on energy conversion 19 (2), 352-361, 2004 | 712 | 2004 |
| A recurrent fuzzy-neural model for dynamic system identification PA Mastorocostas, JB Theocharis IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 32 …, 2002 | 345 | 2002 |
| Short term load forecasting using fuzzy neural networks AG Bakirtzis, JB Theocharis, SJ Kiartzis, KJ Satsios IEEE Transactions on power systems 10 (3), 1518-1524, 1995 | 308 | 1995 |
| Locally recurrent neural networks for wind speed prediction using spatial correlation TG Barbounis, JB Theocharis Information Sciences 177 (24), 5775-5797, 2007 | 237 | 2007 |
| A locally recurrent fuzzy neural network with application to the wind speed prediction using spatial correlation TG Barbounis, JB Theocharis Neurocomputing 70 (7-9), 1525-1542, 2007 | 230 | 2007 |
| A genetic algorithm solution approach to the hydrothermal coordination problem CE Zoumas, AG Bakirtzis, JB Theocharis, V Petridis IEEE Transactions on power systems 19 (3), 1356-1364, 2004 | 200 | 2004 |
| A novel approach to short-term load forecasting using fuzzy neural networks SE Papadakis, JB Theocharis, SJ Kiartzis, AG Bakirtzis IEEE Transactions on power systems 13 (2), 480-492, 1998 | 190 | 1998 |
| Microgenetic algorithms as generalized hill-climbing operators for GA optimization SA Kazarlis, SE Papadakis, JB Theocharis, V Petridis IEEE Transactions on Evolutionary Computation 5 (3), 204-217, 2001 | 189 | 2001 |
| Locally recurrent neural networks for long-term wind speed and power prediction TG Barbounis, JB Theocharis Neurocomputing 69 (4-6), 466-496, 2006 | 173 | 2006 |
| Fuzzy modeling for short term load forecasting using the orthogonal least squares method PA Mastorocostas, JB Theocharis, AG Bakirtzis IEEE Transactions on Power Systems 14 (1), 29-36, 1999 | 169 | 1999 |
| SVM-based fuzzy decision trees for classification of high spatial resolution remote sensing images S Moustakidis, G Mallinis, N Koutsias, JB Theocharis, V Petridis IEEE Transactions on Geoscience and Remote Sensing 50 (1), 149-169, 2011 | 147 | 2011 |
| A GA-based fuzzy modeling approach for generating TSK models SE Papadakis, JB Theocharis Fuzzy Sets and Systems 131 (2), 121-152, 2002 | 121 | 2002 |
| A fuzzy expert system for peak load forecasting. Application to the Greek power system SJ Kiartzis, AG Bakirtzis, JB Theocharis, G Tsagas 2000 10th Mediterranean Electrotechnical Conference. Information Technology …, 2000 | 105 | 2000 |
| Neural network observer for induction motor control J Theocharis, V Petridis IEEE Control Systems Magazine 14 (2), 26-37, 1994 | 103 | 1994 |
| Simultaneous prediction of soil properties from VNIR-SWIR spectra using a localized multi-channel 1-D convolutional neural network NL Tsakiridis, KD Keramaris, JB Theocharis, GC Zalidis Geoderma 367, 114208, 2020 | 100 | 2020 |
| Short-term load forecasting in an autonomous power system using artificial neural networks SJ Kiartzis, CE Zoumas, JB Theocharis, AG Bakirtzis, V Petridis IEEE Transactions on Power Systems 12 (4), 1591-1596, 1997 | 83 | 1997 |
| Subject recognition based on ground reaction force measurements of gait signals SP Moustakidis, JB Theocharis, G Giakas IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 38 …, 2008 | 81 | 2008 |
| A high-order recurrent neuro-fuzzy system with internal dynamics: Application to the adaptive noise cancellation JB Theocharis Fuzzy Sets and Systems 157 (4), 471-500, 2006 | 74 | 2006 |
| A genetic fuzzy-rule-based classifier for land cover classification from hyperspectral imagery DG Stavrakoudis, GN Galidaki, IZ Gitas, JB Theocharis IEEE Transactions on Geoscience and Remote sensing 50 (1), 130-148, 2011 | 70 | 2011 |
