Using inductive reasoning for completing OCF-networks

Benferhat, 2010, Belief change in OCF-based networks in presence of sequences of observations and interventions: application to alert correlation, vol. 6230, 14 Benferhat, 2002, On the transformation between possibilistic logic bases and possibilistic causal networks, Int. J. Approx. Reason., 29, 135, 10.1016/S0888-613X(01)00061-5 De Finetti, 1974 Eichhorn, 2014, LEG networks for ranking functions, vol. 8761, 210 Goldszmidt, 1991, System-Z+: a formalism for reasoning with variable-strength defaults, 399 Goldszmidt, 1996, Qualitative probabilities for default reasoning, belief revision, and causal modeling, Artif. Intell., 84, 57, 10.1016/0004-3702(95)00090-9 Kern-Isberner, 2001, Conditionals in Nonmonotonic Reasoning and Belief Revision – Considering Conditionals as Agents, vol. 2087 Kern-Isberner, 2004, A thorough axiomatization of a principle of conditional preservation in belief revision, Ann. Math. Artif. Intell., 40, 127, 10.1023/A:1026110129951 Kern-Isberner, 2013, Intensional combination of rankings for OCF-networks, 615 Kern-Isberner, 2014, Structural inference from conditional knowledge bases, Stud. Log., 102, 751, 10.1007/s11225-013-9503-6 Lauritzen, 1988, Local computations with probabilities on graphical structures and their application to expert systems, J. R. Stat. Soc. B, 50, 157 Lukasiewicz, 2000, Credal networks under maximum entropy, 363 Paris, 2005, On filling-in missing conditional probabilities in causal networks, Int. J. Uncertain. Fuzziness Knowl.-Based Syst., 13, 263, 10.1142/S021848850500345X Pearl, 1988 Pearl, 1990, System Z: a natural ordering of defaults with tractable applications to nonmonotonic reasoning, 121 Schramm, 2005, Completing incomplete Bayesian networks, vol. 3301, 200 Spohn, 2012