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How do I update my model? On the resilience of Predictive Process Monitoring models to change

Existing well-investigated Predictive Process Monitoring techniques typically construct a predictive model based on past process executions and then use this model to predict the future of new ongoing cases, without the possibility of updating it with new cases when they complete their execution. Th...

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Detalles Bibliográficos
Autores principales: Rizzi, Williams, Di Francescomarino, Chiara, Ghidini, Chiara, Maggi, Fabrizio Maria
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer London 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8935895/
https://www.ncbi.nlm.nih.gov/pubmed/35340819
http://dx.doi.org/10.1007/s10115-022-01666-9