Synthetic Datasets and Evaluation Tools for Inductive Neural Reasoning (English)
- New search for: Cornelio, Cristina
- New search for: Thost, Veronika
- New search for: Cornelio, Cristina
- New search for: Thost, Veronika
In:
Inductive Logic Programming
; 57-77
;
2022
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ISBN:
- Conference paper / Print
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Title:Synthetic Datasets and Evaluation Tools for Inductive Neural Reasoning
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Contributors:Cornelio, Cristina ( author ) / Thost, Veronika ( author )
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Conference:ILP ; 30. ; 2021 ; Online
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Published in:Inductive Logic Programming ; 57-77
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Publisher:
- New search for: Springer
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Place of publication:Cham
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Publication date:2022
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ISBN:
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Type of media:Conference paper
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Type of material:Print
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Language:English
- New search for: 54.72
- Further information on Basic classification
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Keywords:
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Classification:
BKL: 54.72 Künstliche Intelligenz -
Source:
The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.
- 1
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Embedding Models for Knowledge Graphs Induced by Clusters of Relations and Background Knowledged’Amato, Claudia / Quatraro, Nicola Flavio / Fanizzi, Nicola et al. | 2022
- 17
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Automatic Conjecturing of P-Recursions Using Lifted InferenceBarvínek, Jáchym / Bremen, Timothy van / Wang, Yuyi / Železný, Filip / Kuželka, Ondřej et al. | 2022
- 26
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Machine Learning of Microbial Interactions Using Abductive ILP and Hypothesis Frequency/Compression EstimationBarroso-Bergada, Didac / Tamaddoni-Nezhad, Alireza / Muggleton, Stephen H. / Vacher, Corinne / Galic, Nika / Bohan, David A. et al. | 2022
- 41
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Answer-Set Programs for Reasoning About Counterfactual Interventions and Responsibility Scores for ClassificationBertossi, Leopoldo / Reyes, Gabriela et al. | 2022
- 57
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Synthetic Datasets and Evaluation Tools for Inductive Neural ReasoningCornelio, Cristina / Thost, Veronika et al. | 2022
- 78
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Using Domain-Knowledge to Assist Lead Discovery in Early-Stage Drug DesignDash, Tirtharaj / Srinivasan, Ashwin / Vig, Lovekesh / Roy, Arijit et al. | 2022
- 95
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Non-parametric Learning of Embeddings for Relational Data Using Gaifman Locality TheoremDhami, Devendra Singh / Yan, Siwen / Kunapuli, Gautam / Natarajan, Sriraam et al. | 2022
- 111
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Ontology Graph Embeddings and ILP for Financial ForecastingErten, Can / Kazakov, Dimitar et al. | 2022
- 125
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Transfer Learning for Boosted Relational Dependency Networks Through Genetic AlgorithmFigueiredo, Leticia Freire de / Paes, Aline / Zaverucha, Gerson et al. | 2022
- 140
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Online Learning of Logic Based Neural Network StructuresGuimarães, Victor / Costa, Vitor Santos et al. | 2022
- 156
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Programmatic Policy Extraction by Iterative Local SearchLarsen, Rasmus / Schmidt, Mikkel Nørgaard et al. | 2022
- 167
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Mapping Across Relational Domains for Transfer Learning with Word Embeddings-Based SimilarityLuca, Thais / Paes, Aline / Zaverucha, Gerson et al. | 2022
- 183
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A First Step Towards Even More Sparse Encodings of Probability DistributionsMarwitz, Florian Andreas / Braun, Tanya / Möller, Ralf et al. | 2022
- 193
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Feature Learning by Least GeneralizationNguyen, Hien D. / Sakama, Chiaki et al. | 2022
- 203
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Learning Logic Programs Using Neural Networks by Exploiting Symbolic InvariancePhua, Yin Jun / Inoue, Katsumi et al. | 2022
- 219
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Learning and Revising Dynamic Temporal Theories in the Full Discrete Event CalculusRay, Oliver et al. | 2022
- 234
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Human-Like Rule Learning from Images Using One-Shot Hypothesis DerivationVarghese, Dany / Bauer, Roman / Baxter-Beard, Daniel / Muggleton, Stephen / Tamaddoni-Nezhad, Alireza et al. | 2022
- 251
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Generative Clausal Networks: Relational Decision Trees as Probabilistic CircusVentola, Fabrizio / Dhami, Devendra Singh / Kersting, Kristian et al. | 2022
- 266
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A Simulated Annealing Meta-heuristic for Concept Learning in Description LogicsWestphal, Patrick / Vahdati, Sahar / Lehmann, Jens et al. | 2022