News

midi 0.1.0

software
pastrami
image-valued data
data simulation
An implementation of a taxonomy of models of restricted diffusion in biological tissues parametrized by the tissue geometry (axis, diameter, density, etc.). This is primarily used in the context of diffusion magnetic resonance (MR) imaging to model the MR signal attenuation in the presence of diffusion gradients under different experimental conditions.
Apr 4, 2024
Aymeric Stamm

Internship Offer

Functional and topological data analysis in neuroimaging
research
pastrami
functional data
topological data
clustering
Merci d’envoyer un CV ainsi que les coordonnées d’au moins une référence à : aymeric.stamm@cnrs.fr
Mar 4, 2024
Bertrand Michel, Aymeric Stamm

squat 0.3.0

software
rotation-valued functional data
An implementation of statistical tools for the analysis of 3D rotation-valued time series and functional data. It relies on pre-existing quaternion data structure provided by the ‘Eigen’ ‘C++’ library.
Jan 10, 2024
Aymeric Stamm

fdacluster 0.3.0

software
functional data
clustering
An R package for jointly aligning and clustering functional data.
Jul 4, 2023
Aymeric Stamm

New paper on smoothing methods for rotation-valued functional data

research
ms-csi
rotation-valued functional data
data representation
Check out our newly published research which compares smoothing methods for functional representation of rotation-valued time series when the scope is to perform classification tasks.
Jun 9, 2023
Aymeric Stamm

squat 0.2.0

software
rotation-valued functional data
An implementation of statistical tools for the analysis of 3D rotation-valued time series and functional data. It relies on pre-existing quaternion data structure provided by the ‘Eigen’ ‘C++’ library.
Jun 5, 2023
Aymeric Stamm

fdacluster 0.2.1

software
functional data
clustering
An R package for jointly aligning and clustering functional data.
May 19, 2023
Aymeric Stamm

rgudhi 0.1.0

software
topological data
An Interface to the GUDHI Library for Topological Data Analysis.
Jan 23, 2023
Aymeric Stamm

riot 1.1.0

software
connectome-valued functional data
data import
An R interface for popular tractography file formats.
Jan 7, 2023
Aymeric Stamm

squat 0.1.0

software
rotation-valued functional data
An implementation of statistical tools for the analysis of unit quaternion time series. It relies on pre-existing quaternion data structure provided by the ‘Eigen’ C++ library.
Jan 3, 2023
Aymeric Stamm

New paper on gait assessment in multiple sclerosis

research
ms-csi
rotation-valued functional data
clustering
Check out our newly published research which introduces a semi-supervised clustering method for rotation time series and applies it to successfully group patients diagnosed with multiple sclerosis in terms of similar gait disabilities.
Dec 13, 2022
Aymeric Stamm

Conference MATh.en.JEANS 2022 @Nantes

conference
dissemination
Detailed program for the 2022 edition of the conference MATh.en.JEANS in Nantes.
Jun 7, 2022
Samuel Etourneau, Anaïs Goulian, Gurvan Mével, Silvère Nédélec, François Nicoleau, Aymeric Stamm

fdacluster 0.1.1

software
functional data
clustering
An R package for jointly aligning and clustering functional data.
May 10, 2022
Aymeric Stamm

riot 1.0.0

software
connectome-valued functional data
data import
An R interface for popular tractography file formats.
May 10, 2022
Aymeric Stamm

New paper on walking activity recognition

research
rotation-valued functional data
machine learning
Check out our newly published research which presents a unified framework to perform walking activity recognition from rotation time series collected by a wearable sensor in a free-living environment.
May 9, 2022
Aymeric Stamm

riot 0.0.1

software
connectome-valued functional data
data import
An R interface for popular tractography file formats.
May 9, 2022
Aymeric Stamm

New paper on domain selection for functional data

research
functional data
inference
Check out our newly published research which presents a unified framework to perform domain selection for functional data with familywise error rate control.
Apr 27, 2022
Aymeric Stamm

roahd 1.4.3

software
functional data
An R package for the robust analysis of high-dimensional data.
Jan 31, 2022
Aymeric Stamm

nloptr 2.0.0

software
optimization
A new version of the nloptr package has been released! The NLopt library has switched to CMake as build system. I am replacing Jelmer Ypma as maintainer of the package.
Jan 28, 2022
Aymeric Stamm

nevada 0.1.0

software
network-valued data
inference
A new package for making inference on populations of graphs.
Sep 25, 2021
Aymeric Stamm

Mainstream Report #1

research
ms-csi
The first mainstream report for the MS-CSI project is now available online!
Apr 8, 2021
Aymeric Stamm

flipr 0.2.1

software
inference
A new version of the flipr package has been released! Check it out if you are looking for a consistent, robust and easy way of doing permutation inference.
Apr 6, 2021
Aymeric Stamm
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