Formal representations of uncertainty

Didier Dubois (1, 2) , Henri Prade (1, 2)

1 IRIT-ADRIA - Argumentation, Décision, Raisonnement, Incertitude et Apprentissage
2 CNRS - Centre National de la Recherche Scientifique

This chapter contains sections titled: Introduction; Information: a typology of defects; Probability theory ; Incompleteness-tolerant numerical uncertainty theories; Qualitative uncertainty representations; Conditioning in non-additive representations; Fusion of imprecise and uncertain information ; Conclusion; Bibliography

Domaines: Intelligence artificielle [cs.AI]

Didier Dubois, Henri Prade. Formal representations of uncertainty. Bouyssou, Denis; Dubois, Didier; Pirlot, Marc; Prade, Henri. Decision-making: Concepts and Methods, Chapter 3, Wiley, pp.85-156, 2009, 978-0470611876. ⟨10.1002/9780470611876.ch3⟩. ⟨hal-03353597⟩