Markov logic networks (MLNs) are a statistical relational model that consists of weighted firstorder clauses and generalizes first-order logic and Markov networks. The current state-of-the-art algorithm for learning MLN structure follows a top-down paradigm where many potential candidate structures are systematically generated without considering the dataâ€¦Â (More)

@inproceedings{Mihalkova2007BottomupLO,
title={Bottom-up learning of Markov logic network structure},
author={Lilyana Mihalkova and Raymond J. Mooney},
booktitle={ICML},
year={2007}
}