Incorporating expert judgement into Bayesian network machine learning
Yun Zhou, Norman Fenton, Martin Neil, Cheng Zhu · 2013
We review the challenges of Bayesian network learning, especially parameter learning, and specify the problem of learning with sparse data.We explain how it is possible to incorporate both qualitative knowledge and data with a multinomial parameter learning method to achieve more accurate predictions with sparse data.