1 citations · 2 across the 8 of their papers we have counts for
9 papers
A 24-h forecast of ozone peaks and exceedance levels using neural classifiers and weather predictions
A. Dutot, Joseph Rynkiewicz, F. Steiner +1
A neural network combined to a neural classifier is used in a real time forecasting of hourly maximum ozone in the centre of France, in an urban atmosphere. This neural model is ba…
Estimation consistante de l'architecture des perceptrons multicouches
Joseph Rynkiewicz
We consider regression models involving multilayer perceptrons (MLP) with one hidden layer and a Gaussian noise. The estimation of the parameters of the MLP can be done by maximizi…
Efficient Estimation of Multidimensional Regression Model using Multilayer Perceptrons
Joseph Rynkiewicz
This work concerns the estimation of multidimensional nonlinear regression models using multilayer perceptrons (MLPs). The main problem with such models is that we need to know the…
Self Organizing Map algorithm and distortion measure
Joseph Rynkiewicz
We study the statistical meaning of the minimization of distortion measure and the relation between the equilibrium points of the SOM algorithm and the minima of distortion measure…
Estimation of linear autoregressive models with Markov-switching, the E.M. algorithm revisited
Joseph Rynkiewicz
This work concerns estimation of linear autoregressive models with Markov-switching using expectation maximisation (E.M.) algorithm. Our method generalise the method introduced by…
Efficient Estimation of Multidimensional Regression Model with Multilayer Perceptron
Joseph Rynkiewicz
This work concerns estimation of multidimensional nonlinear regression models using multilayer perceptron (MLP). The main problem with such model is that we have to know the covari…