Discriminative Structure Learning of Markov Logic Networks

DOI10.1007/978-3-540-85928-4_9zbMath1156.68520OpenAlexW1576159843WikidataQ62672649 ScholiaQ62672649MaRDI QIDQ3543270

Marenglen Biba, Floriana Esposito, Stefano Ferilli

Publication date: 2 December 2008

Published in: Inductive Logic Programming (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/978-3-540-85928-4_9

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05)

Related Items (3)

Structure learning of probabilistic logic programs by searching the clause space ⋮ Gradient-based boosting for statistical relational learning: the Markov logic network and missing data cases ⋮ Lifted graphical models: a survey

Cites Work

• Clausal discovery
• On the optimality of the simple Bayesian classifier under zero-one loss
• Structural extension to logistic regression: Discriminative parameter learning of belief net classifiers
• Probabilistic inductive logic programming. Theory and applications
• Markov logic networks
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