Search Results for author: Christophe Chesneau

Found 5 papers, 2 papers with code

Privatization of Probability Distributions by the Wavelet Integral approach

no code implementations13 Jan 2023 Helio M. de Oliveira, Raydonal Ospina, Victor Leiva, Carlos Martin-Barreiro, Christophe Chesneau

It is shown that an arbitrary cumulative distribution function added to such an additive perturbation is still a cumulative distribution function.

Malware Analysis with Artificial Intelligence and a Particular Attention on Results Interpretability

no code implementations23 Jul 2021 Benjamin Marais, Tony Quertier, Christophe Chesneau

Therefore, we propose a model based on the transformation of binary files into grayscale image, which achieves an accuracy rate of 88%.

Malware Analysis Malware Detection

Learning CHARME models with neural networks

1 code implementation8 Feb 2020 José G. Gómez García, Jalal Fadili, Christophe Chesneau

In this paper, we consider a model called CHARME (Conditional Heteroscedastic Autoregressive Mixture of Experts), a class of generalized mixture of nonlinear nonparametric AR-ARCH time series.

Learning Theory Time Series +1

the modified odd weibull distribution

no code implementations Journal of the Indian Society for Probability and Statistics volume 2019 Christophe Chesneau, Taoufik El Achi

In this paper, a new family of continuous distributions, called the modified odd Weibull-G (MOW-G) family, is studied.

Nonparametric estimation in a regression model with additive and multiplicative noise

1 code implementation18 Jun 2019 Christophe Chesneau, Salima El Kolei, Junke Kou, Fabien Navarro

In this paper, we consider an unknown functional estimation problem in a general nonparametric regression model with the feature of having both multiplicative and additive noise. We propose two new wavelet estimators in this general context.

Statistics Theory Econometrics Methodology Statistics Theory

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