Comprehensive suite for rule-based learning
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Updated
May 5, 2025 - Java
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rule-learning
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A Java implementation for LORD, a rule learning algorithm proposed in the article "Efficient learning of large sets of locally optimal classification rules" with the approach of searching for a locally optimal rule for each training example. Machine Learning, volume 112, pages 571–610 (2023)
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Apr 21, 2023 - Java
Implementation of pruning hypothesis space using domain theories -- M. Svatoš, G. Šourek, F. Zeležný, S. Schockaert, and O. Kuželka: Pruning Hypothesis Spaces Using Learned Domain Theories, ILP'17
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Mar 4, 2024 - Java
Implementation of a learning and fragment-based rule inference engine -- M. Svatoš, S. Schockaert, J. Davis, and O. Kuželka: STRiKE: Rule-driven relational learning using stratified k-entailment, ECAI'20
machine-learning inference knowledge-graph-completion relational-learning knowledge-base-completion rule-learning
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Mar 5, 2024 - Java
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