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Cover image for Inductive Logic Programming 32nd International Conference, ILP 2023, Bari, Italy, November 13-15, 2023, Proceedings
Title:
Inductive Logic Programming 32nd International Conference, ILP 2023, Bari, Italy, November 13-15, 2023, Proceedings
Author:
Bellodi, Elena. editor.
ISBN:
9783031492990
Edition:
1st ed. 2023.
Physical Description:
XVIII, 175 p. 40 illus., 35 illus. in color. online resource.
Series:
Lecture Notes in Artificial Intelligence, 14363
Contents:
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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