Janice R. Boughton

Publication Activity (10 Years)

Years Active: 2002-2012
Publications (10 Years): 0

Top Topics

Membership Queries

Efficient Learning

Probability Distribution

Top Venues

Publications

Geoffrey I. Webb, Janice R. Boughton, Fei Zheng, Kai Ming Ting, Houssam Salem
Learning by extrapolation from marginal to full-multivariate probability distributions: decreasingly naive Bayesian classification. Mach. Learn. 86 (2) (2012)
Houssam Salem, Pramuditha Suraweera, Geoffrey I. Webb, Janice R. Boughton
Techniques for Efficient Learning without Search. PAKDD (1) (2012)
Bin Liu, Ying Yang, Geoffrey I. Webb, Janice R. Boughton
A Comparative Study of Bandwidth Choice in Kernel Density Estimation for Naive Bayesian Classification. PAKDD (2009)
Ying Yang, Geoffrey I. Webb, Jesús Cerquides, Kevin B. Korb, Janice R. Boughton, Kai Ming Ting
To Select or To Weigh: A Comparative Study of Linear Combination Schemes for SuperParent-One-Dependence Estimators. IEEE Trans. Knowl. Data Eng. 19 (12) (2007)
Ying Yang, Geoffrey I. Webb, Jesús Cerquides, Kevin B. Korb, Janice R. Boughton, Kai Ming Ting
To Select or To Weigh: A Comparative Study of Model Selection and Model Weighing for SPODE Ensembles. ECML (2006)
Geoffrey I. Webb, Janice R. Boughton, Zhihai Wang
Not So Naive Bayes: Aggregating One-Dependence Estimators. Mach. Learn. 58 (1) (2005)
Geoffrey I. Webb, Janice R. Boughton, Zhihai Wang
Averaged One-Dependence Estimators: Preliminary Results. AusDM (2002)