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Classification de données fonctionnelles par décomposition de mélange : Appor...
International audience -
Shape invariant model approach for functional data analysis in uncertainty an...
Dynamic simulators model systems evolving over time. Often, it operates iteratively over fixed number of time-steps. The output of such simulator can be considered as... -
Minimax properties of Fréchet means of discretely sampled curves
International audience -
A robust algorithm for template curve estimation based on manifold embedding
This paper considers the problem of finding a meaningful template function that represents the common pattern of a sample of curves. To address this issue, a novel... -
Functional principal component analysis of aircraft trajectories
International audience -
Functional modeling of speed profiles adapted to the infrastructure and metho...
The knowledge of the actual vehicle speeds is an essential characteristic of drivers behavior and their road usage. This information become available with the... -
Combining a sensor software with statistical analysis for modeling vine water...
This work proposes a methodology using temporal data and domain knowledge in ord er to analyze a complex agronomical feature, namely the influence of vine water... -
Smoothed Functional Inverse Regression
This dataset has no description
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A functional analysis of speed profiles: smoothing using derivative informati...
In this paper, we propose a functional analysis of a set of individual space-speed profiles corresponding to speed as function of the distance traveled by the vehicle... -
On Recent Advances in Supervised Ranking for Metabolite Profiling
This paper focuses on data arising from the field of metabolomics, a rapidly developing area concerned by the analysis of the chemical fingerprints (i.e. the...
