Review and comparison of methods to study the contribution of variables in artificial neural network models M Gevrey, I Dimopoulos, S Lek Ecological modelling 160 (3), 249-264, 2003 | 1494 | 2003 |
Application of neural networks to modelling nonlinear relationships in ecology S Lek, M Delacoste, P Baran, I Dimopoulos, J Lauga, S Aulagnier Ecological modelling 90 (1), 39-52, 1996 | 903 | 1996 |
Use of sensitivity indices for choosing networks with good generalization ability Y Dimopoulos, P Bourret, S Lek Neural Processing Letters 2 (6), 1-4, 1995 | 311* | 1995 |
Neural network models to study relationships between lead concentration in grasses and permanent urban descriptors in Athens city (Greece) I Dimopoulos, J Chronopoulos, A Chronopoulou-Sereli, S Lek Ecological modelling 120 (2-3), 157-165, 1999 | 211 | 1999 |
Role of some environmental variables in trout abundance models using neural networks S Lek, A Belaud, P Baran, I Dimopoulos, M Delacoste Aquatic Living Resources 9 (1), 23-29, 1996 | 196 | 1996 |
Artificial neural networks as a classification method in the behavioural sciences D Reby, S Lek, I Dimopoulos, J Joachim, J Lauga, S Aulagnier Behavioural processes 40 (1), 35-43, 1997 | 144 | 1997 |
Two-way interaction of input variables in the sensitivity analysis of neural network models M Gevrey, I Dimopoulos, S Lek Ecological modelling 195 (1-2), 43-50, 2006 | 142 | 2006 |
Improved estimation, using neural networks, of the food consumption of fish populations S Lek, A Belaud, I Dimopoulos, J Lauga, J Moreau Marine and Freshwater Research 46 (8), 1229-1236, 1995 | 107 | 1995 |
An application of artificial neural network models to estimate air temperature data in areas with sparse network of meteorological stations KI Chronopoulos, IX Tsiros, IF Dimopoulos, N Alvertos Journal of Environmental Science and Health Part A 43 (14), 1752-1757, 2008 | 36 | 2008 |
Predicting phosphorus concentration and phosphorus load from watershed characteristics using backpropagation neural networks S Lek, I Dimopoulos, A Fabre Acta oecologica 17 (1), 43-53, 1996 | 32 | 1996 |
Rainfall-runoff modelling by neural networks and Kalman filter I Dimopoulos, S Lek, J Lauga | 27* | 1996 |
The Effect of Dietary Intervention with High-Oleocanthal and Oleacein Olive Oil in Patients with early-stage Chronic Lymphocytic Leukemia, a Pilot Randomized Trial AP Rojas Gil, I Kodonis, A Ioannidis, T Nomikos, I Dimopoulos, ... Frontiers in Oncology, doi: 10.3389/fonc.2021.810249, 2022 | 23 | 2022 |
The roles of triglyceride/high-density lipoprotein cholesterol ratio and uric acid as predisposing factors for metabolic syndrome in healthy children ME Katsa, A Ioannidis, A Sachlas, I Dimopoulos, S Chatzipanagiotou, ... Annals of Pediatric Endocrinology and Metabolism 24 (3), 172-179, 2019 | 22 | 2019 |
Decision support software for forecasting patient’s length of stay IE Livieris, T Kotsilieris, I Dimopoulos, P Pintelas Algorithms 11 (12), 199, 2018 | 20 | 2018 |
Combining neural network models to predict spatial patterns of airborne pollutant accumulation in soils around an industrial point emission source IF Dimopoulos, IX Tsiros, K Serelis, A Chronopoulou Journal of the Air & Waste Management Association 54 (12), 1506–1515, 2004 | 20 | 2004 |
Estimating airborne pollutant concentrations in vegetated urban sites using statistical models with microclimate and urban geometry parameters as predictor variables: A case … IX Tsiros, IF Dimopoulos, KI Chronopoulos, G Chronopoulos Journal of Environmental Science and Health Part A 44 (14), 1496-1502, 2009 | 18 | 2009 |
Identification of synchronous machine parameters using constrained optimization ND Hatziargyriou, ES Karapidakis, GS Stavrakakis, IF Dimopoulos, ... 2001 IEEE Porto Power Tech Proceedings (Cat. No. 01EX502) 4, 5 pp. vol. 4, 2001 | 16 | 2001 |
Predicting length of stay in hospitalized patients using SSL algorithms IE Livieris, IF Dimopoulos, T Kotsilieris, P Pintelas Proceedings of the 8th International Conference on Software Development and …, 2018 | 15 | 2018 |
Neural network models to predict penetration of wild boar into cultivated fields F Spitz, S Lek, I Dimopoulos Journal of Biological Systems 4 (03), 433-444, 1996 | 14 | 1996 |
Modélisation de la relation pluie-débit à l'aide des réseaux de neurones artificiels S Lek, I Dimopoulos, M Derraz, Y El Ghachtoul Revue des sciences de l'eau 9 (3), 319-331, 1996 | 13 | 1996 |