Efficient inference in Bayes networks as a combinatorial optimization problem

Combinatorial Optimization: Algorithms and Complexity.

David Johnson, Christos H. Papadimitriou, Kenneth Steiglitz · American Mathematical Monthly · 1984 · 6.1K citations

Natural Sciences, Electrical Engineering, Mathematics +16

Integer and Combinatorial Optimization

H. P. Williams, George L. Nemhauser, Laurence A. Wolsey · Journal of the Operational Research Society · 1990 · 5.6K citations

Natural Sciences, Mathematics, Algorithms +11

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

Steffen L. Lauritzen, David J. Spiegelhalter · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1988 · 4K citations

Computing, Mathematics, Knowledge Representation +16

Combinatorial optimization:Algorithms and complexity

L. R. Rabiner · IEEE Transactions on Acoustics Speech and Signal Processing · 1984 · 3.6K citations

Natural Sciences, Computer Science, Mathematics +12

Evaluating Influence Diagrams

Ross D. Shachter · Operations Research · 1986 · 1.3K citations

Business, Decision Sciences, Decision Analysis +14