E-Book, Englisch, Band 14363, 175 Seiten, eBook
Bellodi / Lisi / Zese Inductive Logic Programming
1. Auflage 2023
ISBN: 978-3-031-49299-0
Verlag: Springer International Publishing
Format: PDF
Kopierschutz: 1 - PDF Watermark
32nd International Conference, ILP 2023, Bari, Italy, November 13–15, 2023, Proceedings
E-Book, Englisch, Band 14363, 175 Seiten, eBook
Reihe: Lecture Notes in Computer Science
ISBN: 978-3-031-49299-0
Verlag: Springer International Publishing
Format: PDF
Kopierschutz: 1 - PDF Watermark
Zielgruppe
Research
Autoren/Hrsg.
Weitere Infos & Material
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.