Sciweavers

116 search results - page 3 / 24
» A New Characterization of Probabilities in Bayesian Networks
Sort
View
IJCAI
1997
13 years 7 months ago
A Symmetric View of Utilities and Probabilities
Motivated by the need to reason about utilities, and inspired by the success of bayesian networks in representing and reasoning about probabilities, we introduce the notion of uti...
Yoav Shoham
UAI
1996
13 years 7 months ago
Learning Bayesian Networks with Local Structure
In this paper we examine a novel addition to the known methods for learning Bayesian networks from data that improves the quality of the learned networks. Our approach explicitly ...
Nir Friedman, Moisés Goldszmidt
UAI
2001
13 years 7 months ago
Hypothesis Management in Situation-Specific Network Construction
This paper considers the problem of knowledgebased model construction in the presence of uncertainty about the association of domain entities to random variables. Multi-entity Bay...
Kathryn B. Laskey, Suzanne M. Mahoney, Ed Wright
HICSS
2007
IEEE
97views Biometrics» more  HICSS 2007»
14 years 18 days ago
Decision Support in Health Care via Root Evidence Sampling
— Bayesian networks play a key role in decision support within health care. Physicians rely on Bayesian networks to give medical treatment, generate what-if scenarios, and other ...
Benjamin B. Perry, Eli Faulkner
ICC
2007
IEEE
14 years 18 days ago
Handoff Probability in Wireless Networks Over Rayleigh Fading Channel: A Cross-layer Approach
Abstract— Handoff probability is one of the significant metrics to characterize the handoff operation in wireless mobile networks. Handoff probability refers to the probability ...
Yan Zhang