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> Then, in the late 1980s--spurred by the early work of Judea Pearl, a professor of computer science at UCLA, and breakthrough mathematical equations by Danish
by new23d 6y ago
> Then, in the late 1980s--spurred by the early work of Judea Pearl, a professor of computer science at UCLA, and breakthrough mathematical equations by Danish researchers--AI researchers discovered that Bayesian networks offered an efficient way to deal with the lack or ambiguity of information that has hampered previous systems.
The "mathematical equations by Danish researchers", for those interested, are most likely this paper:
Lauritzen, S.L. and Spiegelhalter, D.J. (1988), Local Computations with Probabilities on Graphical Structures and Their Application to Expert Systems. Journal of the Royal Statistical Society: Series B (Methodological), 50: 157-194. https://doi.org/10.1111/j.2517-6161.1988.tb01721.x https://doi.org/10.1111/j.2517-6161.1988.tb01721.x
Direct PDF Link: https://www.eecis.udel.edu/~shatkay/Course/papers/Lauritzen1988.pdf https://www.eecis.udel.edu/~shatkay/Course/papers/Lauritzen1...
- ta988 6y agoI highly recommend Judea Pearl's book: https://en.m.wikipedia.org/wiki/Causality_(book) https://en.m.wikipedia.org/wiki/Causality_(book) it really is a fascinating read.