Inductive logic programming at 30
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Publication:2127222
DOI10.1007/s10994-021-06089-1OpenAlexW3212891530MaRDI QIDQ2127222
Publication date: 20 April 2022
Published in: Machine Learning (Search for Journal in Brave)
Full work available at URL: https://arxiv.org/abs/2102.10556
Related Items
Automated generation of control concepts annotation rules using inductive logic programming. System description, Machine learning and logic: a new frontier in artificial intelligence, \(\alpha\)ILP: thinking visual scenes as differentiable logic programs, A comparative study of three neural-symbolic approaches to inductive logic programming, Theorem proving as constraint solving with coherent logic
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Cites Work
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- Completing causal networks by meta-level abduction
- ILP turns 20. Biography and future challenges
- Incremental learning of event definitions with inductive logic programming
- Nonmonotonic abductive inductive learning
- Meta-interpretive learning of higher-order dyadic datalog: predicate invention revisited
- Top-down induction of first-order logical decision trees
- Foundations of inductive logic programming
- Meta-interpretive learning from noisy images
- Ultra-strong machine learning: comprehensibility of programs learned with ILP
- Best-effort inductive logic programming via fine-grained cost-based hypothesis generation. The Inspire system at the inductive logic programming competition
- Identification of biological transition systems using meta-interpreted logic programs
- The complexity and generality of learning answer set programs
- Conflict-driven answer set solving: from theory to practice
- The appropriateness of predicate invention as bias shift operation in ILP
- Beneficial and harmful explanatory machine learning
- Top program construction and reduction for polynomial time meta-interpretive learning
- Learning programs by learning from failures
- Learning higher-order logic programs
- Logical reduction of metarules
- Inductive general game playing
- Making sense of sensory input
- Meta-interpretive learning: application to grammatical inference
- Learning from interpretation transition
- Learning efficient logic programs
- Markov logic networks
- Statistical Relational Artificial Intelligence: Logic, Probability, and Computation
- Solving and Verifying the Boolean Pythagorean Triples Problem via Cube-and-Conquer
- Inductive Learning of Answer Set Programs
- Logical and Relational Learning
- Inductive Logic Programming: Theory and methods
- Exploiting Answer Set Programming with External Sources for Meta-Interpretive Learning
- Structure learning of probabilistic logic programs by searching the clause space
- Online learning of event definitions
- Learning Explanatory Rules from Noisy Data
- 10.1162/153244304773633861
- The Game of Bridge: A Challenge for ILP
- Automating string processing in spreadsheets using input-output examples
- Probabilistic Inductive Logic Programming
- Inductive Logic Programming
- Inductive logic programming