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SUMMARY:[DeepLorIA] Mining Patterns in Tabular Data – A Symbolic AI Approach
DESCRIPTION:DeepLorIA est un réseau interne pour partager des connaissances en intelligence artificielle\, quel que soit le domaine d’application. Il est ouvert à toutes les équipes du Loria qui utilisent l’IA dans leurs travaux. \nLe prochain tutoriel DeepLorIA aura lieu le 17 juin\, de 14h à 16h\, en salle C005. Il est proposé par Egor Dudyrev (Orpailleur). \nMining Patterns in Tabular Data – A Symbolic AI Approach\nThis session will cover Symbolic AI\, which is a vast research field operating human-readable knowledge representations. In particular\, we will focus on Pattern Structures formalism that provides a unified language to efficiently mine patterns in tables containing numbers\, categories\, ngrams\, graphs\, and other types of data. Such patterns can then be used for mining explainable-by-design implications\, clusterings\, and multiclass classifiers. The hand-on-section will explore a novel Paspailleur Python package (developed in Loria\, set to release in May 2025) that can solve all aforementioned tasks for all aforementioned data. \nInscrivez-vous ! \nPlus d’informations auprès de Franco Terranova\, doctorant dans l’équipe Resist.
URL:https://www.loria.fr/event/deeploria-mining-patterns-in-tabular-data-a-symbolic-ai-approach/
LOCATION:C005
CATEGORIES:Séminaire
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