Linh Ngo Van

Dynamic Transformation of Prior Knowledge Into Bayesian Models for Data Streams

2021 · IEEE Transactions on Knowledge and Data Engineering

We consider how to effectively use prior knowledge when learning a Bayesian model from streaming environments where the data come endlessly and sequentially. This problem is highly important in the era of data explosion and …