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Publications

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

Affichage des publications 891 à 900 sur 1100 au total

Machine Learning

Learning to Rank Anomalies: Scalar Performance Criteria and Maximization of Two-Sample Rank Statistics

The ability to collect and store ever more massive databases has been accompanied by the need to process them efficiently. In many cases, most observations have the same behavior, while a probable small proportion of these observations are abnormal…

Myrto Limnios, Nathan Noiry, Stéphan Clémençon

Proceedings of the Third International Workshop on Learning with Imbalanced Domains: Theory and Applications (2021) -

Statistics

Adversarial Weighting for Domain Adaptation in Regression

We present a novel instance-based approach to handle regression tasks in the context of supervised domain adaptation under an assumption of covariate shift. The approach developed in this paper is based on the assumption that the task on the target…

Antoine de Mathelin, Guillaume Richard, François Deheeger, Mathilde Mougeot, Nicolas Vayatis

2021 IEEE 33rd International Conference on Tools with Artificial Intelligence (ICTAI) -

Life Sciences

Receptor Tyrosine Kinase KIT: A New Look for an Old Receptor

Receptor tyrosine kinases (RTKs) control various signalling pathways in cells. Their remarkable conformational plasticity enables the specific recognition of many molecules such as ligands, substrates or proteins. In solution, RTKs are in…

Tchertanov L & Ledoux, Julie Ledoux

The 3rd Struchkov Meeting (2021) – Struchkov Prize Society (struchkovprizeassociation.org) -

Statistics

High dimensional pattern learning applied to symbolic time-series

Bien que l'adoption de l'apprentissage automatique dans de nombreux contextes appliqués ait connu une croissance rapide au cours de la dernière décennie, son utilisation dans certains environnements industriels reste problématique. La raison…

Amir Dib

Human-Computer Interaction

La Réalité Virtuelle au service de la conception architecturale participative : une étude exploratoire

La conception architecturale constitue un domaine d’intervention complexe pour l’ergonomie. En particulier, de nombreux auteurs et praticiens s’interrogent sur les meilleures manières de faire pour intégrer une perspective centrée sur l’activité…

Clémence Fandard, Matilde Lima De Albuquerque, Jeanne Vezien, Stéphane Safin, Julien Nelson

ERGO'IA 2021 -