891 citations · 1.4k across the 37 of their papers we have counts for
6 papers · 1 filter
Distinguishing Question Subjectivity from Difficulty for Improved Crowdsourcing
Yuan Jin, Mark Carman, Ye Zhu +1
The questions in a crowdsourcing task typically exhibit varying degrees of difficulty and subjectivity. Their joint effects give rise to the variation in responses to the same ques…
Decision Tree Induction Systems: A Bayesian Analysis
Wray L. Buntine
Decision tree induction systems are being used for knowledge acquisition in noisy domains. This paper develops a subjective Bayesian interpretation of the task tackled by these sys…
Theory Refinement on Bayesian Networks
Wray L. Buntine
Theory refinement is the task of updating a domain theory in the light of new cases, to be done automatically or with some expert assistance. The problem of theory refinement under…
Some Properties of Plausible Reasoning
Wray L. Buntine
This paper presents a plausible reasoning system to illustrate some broad issues in knowledge representation: dualities between different reasoning forms, the difficulty of unifyin…
Chain Graphs for Learning
Wray L. Buntine
Chain graphs combine directed and undirected graphs and their underlying mathematics combines properties of the two. This paper gives a simplified definition of chain graphs based…
Operations for Learning with Graphical Models
W. L. Buntine
This paper is a multidisciplinary review of empirical, statistical learning from a graphical model perspective. Well-known examples of graphical models include Bayesian networks, d…