Janice R. Boughton

According to our database, Janice R. Boughton authored at least 7 papers between 2002 and 2012.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2012

Learning by extrapolation from marginal to full-multivariate probability distributions: decreasingly naive Bayesian classification.

Geoffrey I. Webb, Janice R. Boughton, Fei Zheng, Kai Ming Ting, Houssam Salem

Mach. Learn., 2012

Techniques for Efficient Learning without Search.

Houssam Salem, Pramuditha Suraweera, Geoffrey I. Webb, Janice R. Boughton

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2012

2009

A Comparative Study of Bandwidth Choice in Kernel Density Estimation for Naive Bayesian Classification.

Bin Liu, Ying Yang, Geoffrey I. Webb, Janice R. Boughton

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2009

2007

To Select or To Weigh: A Comparative Study of Linear Combination Schemes for SuperParent-One-Dependence Estimators.

Ying Yang, Geoffrey I. Webb, Jesús Cerquides, Kevin B. Korb, Janice R. Boughton, Kai Ming Ting

IEEE Trans. Knowl. Data Eng., 2007

2006

To Select or To Weigh: A Comparative Study of Model Selection and Model Weighing for SPODE Ensembles.

Ying Yang, Geoffrey I. Webb, Jesús Cerquides, Kevin B. Korb, Janice R. Boughton, Kai Ming Ting

Proceedings of the Machine Learning: ECML 2006, 2006

2005

Not So Naive Bayes: Aggregating One-Dependence Estimators.

Geoffrey I. Webb, Janice R. Boughton, Zhihai Wang

Mach. Learn., 2005

2002

Averaged One-Dependence Estimators: Preliminary Results.

Geoffrey I. Webb, Janice R. Boughton, Zhihai Wang

Proceedings of the 15th Australian Joint Conference on Artificial Intelligence 2002, 2002