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.AI2013★ 1 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.AI2013★ 7 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.AI2013★ 3 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…