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04/12/2022
Hold-out estimates of prediction models for Markov processes
We consider the selection of prediction models for Markovian time series...
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01/08/2020
Spectral estimation for non-linear long range dependent discrete time trawl processes
Discrete time trawl processes constitute a large class of time series pa...
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10/24/2012
Neural Networks for Complex Data
Artificial neural networks are simple and efficient machine learning too...
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02/21/2008
Self Organizing Map algorithm and distortion measure
We study the statistical meaning of the minimization of distortion measu...
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02/21/2008
Efficient Estimation of Multidimensional Regression Model with Multilayer Perceptron
This work concerns estimation of multidimensional nonlinear regression m...
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02/21/2008