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Inductive Logic Programming : 32nd International Conference, ILP 2023, Bari, Italy, November 13-15, 2023, Proceedings
Inductive Logic Programming : 32nd International Conference, ILP 2023, Bari, Italy, November 13-15, 2023, Proceedings
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ISBN No.: 9783031492983
Pages: xviii, 175
Year: 202312
Format: Trade Paper
Price: $ 68.99
Dispatch delay: Dispatched between 7 to 15 days
Status: Available

Declarative Sequential Pattern Mining in ASP.- Extracting Rules from ML models in Angluin's Style.- A Constrained Optimization Approach to Set the Parameters of Probabilistic Answer Set Programs.- Regularization in Probabilistic Inductive Logic Programming.- Towards ILP-based LTLf passive learning.- Learning Strategies of Inductive Logic Programming Using Reinforcement Learning.- Select first, transfer later: choosing proper datasets for statistical relational transfer learning.- GNN based Extraction of Minimal Unsatisfiable Subsets.


- What Do Counterfactuals Say about the World? Reconstructing Probabilistic Logic Programs from Answers to "What if?" Queries.- Few-shot learning of diagnostic rules for neurodegenerative diseases using Inductive Logic Programming.- An Experimental Overview of Neural-Symbolic Systems.- Statistical relational structure learning with scaled weight parameters.- A Review of Inductive Logic Programming Applications for Robotic Systems.- Meta Interpretive Learning from Fractal images.


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