Data quality

A New Metric for Measuring the Intrinsic Quality in Data Collected for Quantitative Classification
Learninganoptimalclassificationmodelintrinsicallydepends on data quality. Despite many efforts for its characterization, existing …
Roxane Jouseau and Sébastien Salva and Chafik Samir
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A Novel Metric for Measuring Data Quality in Classification Applications.
Data quality is a key element for building and optimizing good learning models. Despite many attempts to characterize data quality, …
Roxane Jouseau, Sébastien Salva, Chafik Samir
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Emmergence projet SEQUAE (Sciences des données Environnement QUAlite Eau) 23-24
Prédiction sur la qualité de l’eau de la Dordogne sur la communauté de communes de Sumène-Artense, alliant les trois approches Biomarqueurs, Bioessais & sciences des données, Projet SEQUAE (Sciences des données Environnement QUAlite Eau)
Cifre Thesis with the Agaetis Company 21-24
Study on Data Quality Management Supervisor of the PHD student Roxane Jouseau. Purposes: Study on Data Quality and its impact on models and results in ML. Association of ML and Software Engineering.
Sébastien Salva