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Inductive logic programming

Papers

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Showing 26–50 of 153 papers

TitleStatusHype
Differentiable Logic Machines—0
Deep Inductive Logic Programming meets Reinforcement Learning—0
A logic-based relational learning approach to relation extraction: The OntoILPER system—0
Efficient predicate invention using shared "NeMuS"—0
E-Generalization Using Grammars—0
An Interactive Explanatory AI System for Industrial Quality Control—0
Constraint-driven multi-task learning—0
An Inductive Logic Programming Approach to Validate Hexose Binding Biochemical Knowledge—0
A Hybrid Neuro-Symbolic approach for Text-Based Games using Inductive Logic Programming—0
Induction of Non-Monotonic Logic Programs to Explain Boosted Tree Models Using LIME—0
Conflict-driven Inductive Logic Programming—0
Increasing city safety awareness regarding disruptive traffic stream—0
A Divide-Align-Conquer Strategy for Program Synthesis—0
From Shallow to Deep Interactions Between Knowledge Representation, Reasoning and Machine Learning (Kay R. Amel group)—0
Consensus-Based Modelling using Distributed Feature Construction—0
Generating Contrastive Explanations for Inductive Logic Programming Based on a Near Miss Approach—0
Generation of Near-Optimal Solutions Using ILP-Guided Sampling—0
HT-HEDL: High-Throughput Hypothesis Evaluation in Description Logic—0
Human Comprehensible Active Learning of Genome-Scale Metabolic Networks—0
HySTER: A Hybrid Spatio-Temporal Event Reasoner—0
Imparo is complete by inverse subsumption—0
An Empirical Comparison of Cost Functions in Inductive Logic Programming—0
Improving Scalability of Inductive Logic Programming via Pruning and Best-Effort Optimisation—0
Incorporating Relational Background Knowledge into Reinforcement Learning via Differentiable Inductive Logic Programming—0
A Clustering and Demotion Based Algorithm for Inductive Learning of Default Theories—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