Sidestepping the Triangulation Problem in Bayesian Net Computations

Probabilistic Reasoning in Intelligent Systems: Networks of Plausible Inference

1988 • 17,362 citations

Local Computations with Probabilities on Graphical Structures and Their Application to Expert Systems

1988 • 3,928 citations

Computing the Minimum Fill-In is NP-Complete

1981 • 705 citations

Decomposition by clique separators

1985 • 432 citations

An algebra of bayesian belief universes for knowledge‐based systems

1990 • 230 citations

Symbolic probabilistic inference in belief networks

1990 • 143 citations

Fusion and propagation with multiple observations in belief networks

1991 • 116 citations

Local Computation in Hypertrees

1991 • 58 citations

Pruning bayesian networks for efficient computation

1990 • 34 citations

On heuristics for finding loop cutsets in multiply-connected belief networks

1990 • 3 citations