Les publications de David Chen :
Les livres
Aucun ouvrage lié à cet auteur.
Les articles
A Predictive Validation Method for Discovering Discrete Event Simulation Models
Auteurs :
Yan Wang,
Gregory Zacharewicz,
M. Traoré,
David ChenSystem inference represents a challenging issue in system theory. To deal with system inference, D2FD (Data to Fuzzy-DEVS) method has been proposed to discover a Fuzzy-DEVS model from event data. This method has been successfully implemented on the process mining framework (ProM). The validation of this method is able to use a morphism-based model approximation at the replicative level. However, there is a need of predictive validation method for emergency. In this paper, we propose a predictive validation method for D2FD method integrated with granger causality. This method is able to generate a new business process model which is causally influenced by its underlying factors. A predictive model is shown in the real case study from Italian University.
Article édité dans l’ouvrage
Auteur :
Collectif Workshop Red
Contributeurs :
Saikou Diallo,
M. Traoré,
Hans Vangheluwe,
Valeria Borodin,
Faicel Hnaien,
Hichem Snoussi,
Claude Yugma,
Yan Wang,
Gregory Zacharewicz,
M. Traoré,
David Chen,
Antoine Dominici,
Laurent Capocchi,
Emmanuelle De Gentili,
Jean-François Santucci,
Thomas Paris,
Laurent Ciarletta,
Vincent Chevrier,
Paul-Henri Martelloni,
Gauthier Quesnel,
Éric Innocenti,
Paul-Antoine Bisgambiglia,
Paul Bisgambiglia,
Emna Chebbi,
Patrick Sondi,
Éric Ramat,
Clément Foucher,
Vincent Albert,
Romain Franceschini,
Paul-Antoine Bisgambiglia,
Paul Bisgambiglia,
David R. C. Hill,
Emanuele Barbieri,
Laurent Capocchi,
Jean-François Santucci,
Gauthier Quesnel,
Mahuna Akplogan,
Nicolas Poiron-Guidoni,
Paul Bisgambiglia,
Paul-Antoine Bisgambiglia,
Bastien Poggi,
Claudio Detotto,
Éric Innocenti,
Dominique Prunetti,
Dawn Parker,
Gary Polhill,
Doug Salt,
Emmanuel Auvray,
Salima Bouayad Agha,
Yu-Lin Huang,
Claudio Detotto,
Éric Innocenti,
Dominique Prunetti,
Corinne Idda
Rubrique :
Données – informatique – I.A. – IHM
Référence : 156635
