Inductive Logic Programming 32nd International Conference, ILP 2023, Bari, Italy, November 13–15, 2023, Proceedings /
This book constitutes the refereed proceedings of the 32nd International Conference on Inductive Logic Programming, ILP 2023, held in Bari, Italy, during November 13–15, 2023. The 11 full papers and 1 short paper included in this book were carefully reviewed and selected from 18 submissions. They co...
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| Format: | Elektronisch E-Book |
| Sprache: | Englisch |
| Veröffentlicht: |
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Springer Nature Switzerland : Imprint: Springer,
2023.
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| Ausgabe: | 1st ed. 2023. |
| Schriftenreihe: | Lecture Notes in Artificial Intelligence,
14363 |
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| Online-Zugang: | https://doi.org/10.1007/978-3-031-49299-0 |
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Inhaltsangabe:
- 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.