Using Domain-Knowledge to Assist Lead Discovery in Early-Stage Drug Design
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2022 |
Dash, Tirtharaj |
Online Learning of Logic Based Neural Network Structures
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2022 |
Guimarães, Victor |
Programmatic Policy Extraction by Iterative Local Search
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2022 |
Larsen, Rasmus |
A First Step Towards Even More Sparse Encodings of Probability Distributions
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2022 |
Marwitz, Florian Andreas |
Feature Learning by Least Generalization
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2022 |
Nguyen, Hien D. |
Learning Logic Programs Using Neural Networks by Exploiting Symbolic Invariance
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2022 |
Phua, Yin Jun |
A Simulated Annealing Meta-heuristic for Concept Learning in Description Logics
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2022 |
Westphal, Patrick |
Machine Learning of Microbial Interactions Using Abductive ILP and Hypothesis Frequency/Compression Estimation
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2022 |
Barroso-Bergada, Didac |
Non-parametric Learning of Embeddings for Relational Data Using Gaifman Locality Theorem
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2022 |
Dhami, Devendra Singh |
Generative Clausal Networks: Relational Decision Trees as Probabilistic Circus
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2022 |
Ventola, Fabrizio |
Automatic Conjecturing of P-Recursions Using Lifted Inference
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2022 |
Barvínek, Jáchym |
Synthetic Datasets and Evaluation Tools for Inductive Neural Reasoning
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2022 |
Cornelio, Cristina |
Ontology Graph Embeddings and ILP for Financial Forecasting
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2022 |
Erten, Can |
Transfer Learning for Boosted Relational Dependency Networks Through Genetic Algorithm
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2022 |
Figueiredo, Leticia Freire de |
Human-Like Rule Learning from Images Using One-Shot Hypothesis Derivation
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2022 |
Varghese, Dany |
Embedding Models for Knowledge Graphs Induced by Clusters of Relations and Background Knowledge
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2022 |
d’Amato, Claudia |
Answer-Set Programs for Reasoning About Counterfactual Interventions and Responsibility Scores for Classification
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2022 |
Bertossi, Leopoldo |
Mapping Across Relational Domains for Transfer Learning with Word Embeddings-Based Similarity
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2022 |
Luca, Thais |
Learning and Revising Dynamic Temporal Theories in the Full Discrete Event Calculus
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2022 |
Ray, Oliver |