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Handling Mixture Optimisation Problem Using Cautious Predictions and Belief Functions

Predictions from classification models are most often used as final decisions. Yet, there are situations where the prediction serves as an input for another constrained decision problem. In this paper, we consider such an issue where the classifier provides imprecise and/or uncertain predictions tha...

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Detalles Bibliográficos
Autores principales: Jacquin, Lucie, Imoussaten, Abdelhak, Destercke, Sébastien
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7274656/
http://dx.doi.org/10.1007/978-3-030-50143-3_30