| A 24-h forecast of ozone peaks and exceedance levels using neural classifiers and weather predictions AL Dutot, J Rynkiewicz, FE Steiner, J Rude Environmental Modelling & Software 22 (9), 1261-1269, 2007 | 160 | 2007 |
| General bound of overfitting for MLP regression models J Rynkiewicz Neurocomputing 90, 106-110, 2012 | 65 | 2012 |
| Asymptotic statistics for multilayer perceptron with ReLU hidden units J Rynkiewicz Neurocomputing 342, 16-23, 2019 | 38 | 2019 |
| Hybrid HMM/MLP models for times series prediction. J Rynkiewicz ESANN, 455-462, 1999 | 23 | 1999 |
| Neural networks for complex data M Cottrell, M Olteanu, F Rossi, J Rynkiewicz, N Villa-Vialaneix KI-Künstliche Intelligenz 26, 373-380, 2012 | 20 | 2012 |
| A class of random field memory models for mortality forecasting P Doukhan, D Pommeret, J Rynkiewicz, Y Salhi Insurance: Mathematics and Economics 77, 97-110, 2017 | 19 | 2017 |
| Self-organizing map algorithm and distortion measure J Rynkiewicz Neural networks 19 (6-7), 830-837, 2006 | 18 | 2006 |
| Some known facts about financial data E De Bodt, J Rynkiewicz, M Cottrell European Journal of Economic and Social Systems 17, 167-182, 2004 | 18 | 2004 |
| Non-linear analysis of shocks when financial markets are subject to changes in regime M Olteanu, J Rynkiewicz, B Maillet European Symposium on Artificial Neural Networks, 87-92, 2004 | 17 | 2004 |
| Mixtures of nonlinear Poisson autoregressions P Doukhan, K Fokianos, J Rynkiewicz Journal of Time Series Analysis 42 (1), 107-135, 2021 | 13 | 2021 |
| Modèles hybrides intégrant des réseaux de neurones artificiels à des modèles de chaînes de Markov cachées: application à la prédiction de séries temporelles| Theses. fr J Rynkiewicz Paris 1, 2000 | 10 | 2000 |
| Estimating the number of regimes in a switching autoregressive model M Olteanu, J Rynkiewicz | 9 | 2007 |
| Curves based Kohonen map and adaptative classification: an application to the convergence of the European Union countries C Aaron, C Perraudin, J Rynkiewicz proceedings of the Conference WSOM, 324-330, 2003 | 9 | 2003 |
| Asymptotic properties of autoregressive regime-switching models M Olteanu, J Rynkiewicz ESAIM: Probability and Statistics 16, 25-47, 2012 | 8 | 2012 |
| Estimation of Hybrid HMM/MLP models. J Rynkiewicz ESANN, 383-390, 2001 | 8 | 2001 |
| Asymptotic properties of mixture-of-experts models M Olteanu, J Rynkiewicz Neurocomputing 74 (9), 1444-1449, 2011 | 7 | 2011 |
| Consistent estimation of the architecture of multilayer perceptrons J Rynkiewicz arXiv preprint arXiv:0802.3327, 2008 | 7 | 2008 |
| Estimating the number of components in a mixture of multilayer perceptrons M Olteanu, J Rynkiewicz Neurocomputing 71 (7-9), 1321-1329, 2008 | 6 | 2008 |
| Ozone Modeling in an Urban Atmosphere Using Artificial Neural Network. Hybrid Hidden Markov Model/Multi-layer Perceptron. The NEUROZONE Model J Rynkiewicz, AL Dutot, F Steiner Air Pollution Modelling and Simulation: Proceedings Second Conference on Air …, 2002 | 5 | 2002 |
| Hold-out estimates of prediction models for Markov processes R Garnier, R Langhendries, J Rynkiewicz Statistics 57 (2), 458-481, 2023 | 4 | 2023 |
