163 citations · 184 across the 6 of their papers we have counts for
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cs.LG2017
Accurate parameter estimation for Bayesian Network Classifiers using Hierarchical Dirichlet Processes
Francois Petitjean, Wray Buntine, Geoffrey I. Webb +1
This paper introduces a novel parameter estimation method for the probability tables of Bayesian network classifiers (BNCs), using hierarchical Dirichlet processes (HDPs). The main…
cs.LG2017★ 5 cited
On the Effectiveness of Discretizing Quantitative Attributes in Linear Classifiers
Nayyar A. Zaidi, Yang Du, Geoffrey I. Webb
Learning algorithms that learn linear models often have high representation bias on real-world problems. In this paper, we show that this representation bias can be greatly reduced…