most citedThe Topological Fusion of Bayes Nets

7 citations · 12 across the 7 of their papers we have counts for

collaborators

7 papers

cs.AI2013

A Cure for Pathological Behavior in Games that Use Minimax

Bruce Abramson

The traditional approach to choosing moves in game-playing programs is the minimax procedure. The general belief underlying its use is that increasing search depth improves play. R…

cs.AI20131 cited

A Sensitivity Analysis of Pathfinder

Keung-Chi Ng, Bruce Abramson

Knowledge elicitation is one of the major bottlenecks in expert system design. Systems based on Bayes nets require two types of information--network structure and parameters (or pr…

cs.AI2013

A Sensitivity Analysis of Pathfinder: A Follow-up Study

Keung-Chi Ng, Bruce Abramson

At last year?s Uncertainty in AI Conference, we reported the results of a sensitivity analysis study of Pathfinder. Our findings were quite unexpected-slight variations to Pathfind…

cs.AI2013

ARCO1: An Application of Belief Networks to the Oil Market

Bruce Abramson

Belief networks are a new, potentially important, class of knowledge-based models. ARCO1, currently under development at the Atlantic Richfield Company (ARCO) and the University of…

cs.AI20137 cited

The Topological Fusion of Bayes Nets

Izhar Matzkevich, Bruce Abramson

Bayes nets are relatively recent innovations. As a result, most of their theoretical development has focused on the simplest class of single-author models. The introduction of more…

cs.AI20133 cited

Deriving a Minimal I-map of a Belief Network Relative to a Target Ordering of its Nodes

Izhar Matzkevich, Bruce Abramson

This paper identifies and solves a new optimization problem: Given a belief network (BN) and a target ordering on its variables, how can we efficiently derive its minimal I-map who…