Abstract is missing.
- Embedding Models for Knowledge Graphs Induced by Clusters of Relations and Background KnowledgeClaudia d'Amato, Nicola Flavio Quatraro, Nicola Fanizzi. 1-16 [doi]
- Automatic Conjecturing of P-Recursions Using Lifted InferenceJáchym Barvínek, Timothy van Bremen, Yuyi Wang 0001, Filip Zelezný, Ondrej Kuzelka. 17-25 [doi]
- Machine Learning of Microbial Interactions Using Abductive ILP and Hypothesis Frequency/Compression EstimationDidac Barroso-Bergada, Alireza Tamaddoni-Nezhad, Stephen H. Muggleton, Corinne Vacher, Nika Galic, David Bohan. 26-40 [doi]
- Answer-Set Programs for Reasoning About Counterfactual Interventions and Responsibility Scores for ClassificationLeopoldo Bertossi, Gabriela Reyes. 41-56 [doi]
- Synthetic Datasets and Evaluation Tools for Inductive Neural ReasoningCristina Cornelio, Veronika Thost. 57-77 [doi]
- Using Domain-Knowledge to Assist Lead Discovery in Early-Stage Drug DesignTirtharaj Dash, Ashwin Srinivasan 0001, Lovekesh Vig, Arijit Roy. 78-94 [doi]
- Non-parametric Learning of Embeddings for Relational Data Using Gaifman Locality TheoremDevendra Singh Dhami, Siwen Yan, Gautam Kunapuli, Sriraam Natarajan. 95-110 [doi]
- Ontology Graph Embeddings and ILP for Financial ForecastingCan Erten, Dimitar Kazakov. 111-124 [doi]
- Transfer Learning for Boosted Relational Dependency Networks Through Genetic AlgorithmLeticia Freire de Figueiredo, Aline Paes, Gerson Zaverucha. 125-139 [doi]
- Online Learning of Logic Based Neural Network StructuresVictor Guimarães 0001, Vítor Santos Costa. 140-155 [doi]
- Programmatic Policy Extraction by Iterative Local SearchRasmus Larsen 0001, Mikkel Nørgaard Schmidt. 156-166 [doi]
- Mapping Across Relational Domains for Transfer Learning with Word Embeddings-Based SimilarityThais Luca, Aline Paes, Gerson Zaverucha. 167-182 [doi]
- A First Step Towards Even More Sparse Encodings of Probability DistributionsFlorian Andreas Marwitz, Tanya Braun, Ralf Möller 0001. 183-192 [doi]
- Feature Learning by Least GeneralizationHien D. Nguyen 0002, Chiaki Sakama. 193-202 [doi]
- Learning Logic Programs Using Neural Networks by Exploiting Symbolic InvarianceYin Jun Phua, Katsumi Inoue. 203-218 [doi]
- Learning and Revising Dynamic Temporal Theories in the Full Discrete Event CalculusOliver Ray. 219-233 [doi]
- Human-Like Rule Learning from Images Using One-Shot Hypothesis DerivationDany Varghese, Roman Bauer, Daniel Baxter-Beard, Stephen Muggleton, Alireza Tamaddoni-Nezhad. 234-250 [doi]
- Generative Clausal Networks: Relational Decision Trees as Probabilistic CircuitsFabrizio Ventola, Devendra Singh Dhami, Kristian Kersting. 251-265 [doi]
- A Simulated Annealing Meta-heuristic for Concept Learning in Description LogicsPatrick Westphal, Sahar Vahdati, Jens Lehmann 0001. 266-281 [doi]