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Publications

Cette page présente les publications du Centre Borelli déposées sur le serveur HAL.

Affichage des publications 821 à 830 sur 1395 au total

Computer Science

An effective strategy for churn prediction and customer profiling

Customer churn prediction and profiling are two major economic concerns for many companies. Different learning approaches have been proposed, however the a priori choice of the most suitable model to perform both tasks remains non-trivial as it is…

Louis Geiler, Séverine Affeldt, Mohamed Nadif

Data and Knowledge Engineering -

Computer Science

Unsupervised Domain Adaptation for Constraining Star Formation Histories

The prevalent paradigm of machine learning today is to use past observations to predict future ones. What if, however, we are interested in knowing the past given the present? This situation is indeed one that astronomers must contend with often. To…

Sankalp Gilda, Antoine de Mathelin, Sabine Bellstedt, Guillaume Richard

1st Annual AAAI Workshop on AI to Accelerate Science and Engineering (AI2ASE) -

Computer Science

Fast and Accurate Importance Weighting for Correcting Sample Bias

Bias in datasets can be very detrimental for appropriate statistical estimation. In response to this problem, importance weighting methods have been developed to match any biased distribution to its corresponding target unbiased distribution. The…

Antoine de Mathelin, Francois Deheeger, Mathilde Mougeot, Nicolas Vayatis

Joint European Conference on Machine Learning and Knowledge Discovery in Databases -

Life Sciences

Association of Missense Variants in <i>VSX2</i> With a Peculiar Form of Congenital Stationary Night Blindness Affecting All Bipolar Cells

IMPORTANCE Congenital stationary night blindness (CSNB) is an inherited stationary retinal disorder that is clinically and genetically heterogeneous. To date, the genetic association between some cases with CSNB and an unusual complex clinical…

Vasily M Smirnov, Matthieu P Robert, Christel Condroyer, Julien Navarro, Aline Antonio, Jean-Michel Rozet, José-Alain Sahel, Isabelle Perrault, Isabelle Audo, Christina Zeitz

JAMA Ophthalmology -

Astrophysics

ShapePipe: A modular weak-lensing processing and analysis pipeline

We present the first public release of ShapePipe, an open-source and modular weak-lensing measurement, analysis, and validation pipeline written in Python. We describe the design of the software and justify the choices made. We provide a brief…

S. Farrens, A. Guinot, M. Kilbinger, T. Liaudat, L. Baumont, X. Jimenez, A. Peel, A. Pujol, M. Schmitz, J.-L. Starck, A.Z. Vitorelli

Astronomy & Astrophysics - A&A -

Pediatrics

The recognition of human voice in deaf and hearing infants

Purpose: Deafness in infancy has longlasting consequences on brain organization. To achieve the best developmental outcomes in case of profound deafness, cochlear implantation (CI) needs to take place in a critical period during the first year of…

Arnaud Coëz, Natalie Loundon, Isabelle Rouillon, Marine Parodi, Marion Blanchard, Sophie Achard, Eréa-Noël Garabédian, Eric Bizaguet, Tabassome Simon, Natacha Tessier, Françoise Denoyelle, Judit Gervain

Hearing, Balance and Communication -

Optics

Accuracy of Brillouin frequencies for material characterization by light scattering

We describe the method that allows us to give an estimation of the uncertainty on the frequency peak by Brillouin Light Scattering. It is the speed of phonons in a material excited by a visible green 532 nm wavelength laser. We follow the Guide to…

Patrice Salzenstein, David Hicham Bassir, Ekaterina Pavlyuchenko

SPIE Fiber Lasers and Glass Photonics : Materials through Applications III -