Janice R. Boughton

Not So Naive Bayes: Aggregating One-Dependence Estimators

Geoffrey I. Webb, Janice R. Boughton, Zhihai Wang · Machine Learning · 2005 · 705 citations · Full text

Naive Bayes, Statistical Foundation, Statistical Inference +3

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

Geoffrey I. Webb, Janice R. Boughton, Fei Zheng et al. · Machine Learning · 2011 · 83 citations

Bayesian Statistic, Classification Method, Engineering +9

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

Ying Yang, Geoffrey I. Webb, Jesús Cerquides et al. · IEEE Transactions on Knowledge and Data Engineering · 2007 · 49 citations

Mathematical Programming, Engineering, Machine Learning +23

Averaged One-Dependence Estimators: Preliminary Results

Geoffrey I. Webb, Janice R. Boughton, Zhihai Wang · 2002 · 21 citations