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Inductive logic programming

Papers

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Showing 126–150 of 153 papers

TitleStatusHype
Learning Algorithms via Neural Logic Networks—0
Increasing city safety awareness regarding disruptive traffic stream—0
An Inductive Logic Programming Approach to Validate Hexose Binding Biochemical Knowledge—0
Inductive Learning of Answer Set Programs from Noisy Examples—0
Induction of Non-Monotonic Logic Programs to Explain Boosted Tree Models Using LIME—0
Learning Probabilistic Logic Programs in Continuous Domains—0
Logical Explanations for Deep Relational Machines Using Relevance Information—0
Incremental and Iterative Learning of Answer Set Programs from Mutually Distinct ExamplesCode0
Learning Explanatory Rules from Noisy DataCode0
Best-Effort Inductive Logic Programming via Fine-grained Cost-based Hypothesis Generation—0
Improving Scalability of Inductive Logic Programming via Pruning and Best-Effort Optimisation—0
Distributed Online Learning of Event DefinitionsCode0
PrASP Report—0
Neuro-symbolic EDA-based Optimisation using ILP-enhanced DBNs—0
Deeply Semantic Inductive Spatio-Temporal Learning—0
Iterative Learning of Answer Set Programs from Context Dependent Examples—0
Generation of Near-Optimal Solutions Using ILP-Guided Sampling—0
Online Learning of Event DefinitionsCode0
Learning Weak Constraints in Answer Set Programming—0
SkILL - a Stochastic Inductive Logic Learner—0
Consensus-Based Modelling using Distributed Feature Construction—0
Imparo is complete by inverse subsumption—0
Probabilistic Inductive Logic Programming Based on Answer Set ProgrammingCode1
E-Generalization Using Grammars—0
Inductive Logic Boosting—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1AMIE+H-Score0.23—Unverified
2FOILH-Score0.15—Unverified
3Neural-LPH-Score0.1—Unverified
4NTPH-Score0.07—Unverified