Constant-space reasoning in dynamic Bayesian networks

An Introduction to Bayesian Networks

Sidney Yakowitz, Finn V. Jensen · Technometrics · 1997 · 502 citations

Natural Sciences, Computer Science, Mathematics +12

Tractable Inference for Complex Stochastic Processes

Xavier Boyen, Daphne Koller · arXiv (Cornell University) · 2013 · 488 citations · Full text

Computing, Computer Science, Mathematics +15

Inference in belief networks: A procedural guide

Cecil Huang, Adnan Darwiche · International Journal of Approximate Reasoning · 1996 · 447 citations · Full text

Computing, Computer Science, Algorithms +13

Exploiting Causal Independence in Bayesian Network Inference

Nevin L. Zhang, David Poole · Journal of Artificial Intelligence Research · 1996 · 438 citations · Full text

Natural Sciences, Health Informatics, Causal Inference +15

Probability functions on complex pedigrees

C. Cannings, E. A. Thompson, Mark H. Skolnick · Advances in Applied Probability · 1978 · 406 citations

Life Sciences, Genetics, Mathematics +17