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ILP
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2024
1997
2024
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Publications
volume 13779, 2024
Inductive Logic Programming - 31st International Conference, ILP 2022, Windsor Great Park, UK, September 28-30, 2022, Proceedings
ILP
13779 (2024)
2023
Takeru Isobe
,
Katsumi Inoue
Learning Strategies of Inductive Logic Programming Using Reinforcement Learning.
ILP
(2023)
Kilian Rückschloß
,
Felix Weitkämper
What Do Counterfactuals Say About the World? Reconstructing Probabilistic Logic Programs from Answers to "What If?" Queries.
ILP
(2023)
Youssef Mahmoud Youssef
,
Martin E. Müller
A Review of Inductive Logic Programming Applications for Robotic Systems.
ILP
(2023)
Damiano Azzolini
A Constrained Optimization Approach to Set the Parameters of Probabilistic Answer Set Programs.
ILP
(2023)
Daniel Cyrus
,
James Trewern
,
Alireza Tamaddoni-Nezhad
Meta-interpretive Learning from Fractal Images.
ILP
(2023)
Sota Moriyama
,
Koji Watanabe
,
Katsumi Inoue
GNN Based Extraction of Minimal Unsatisfiable Subsets.
ILP
(2023)
Felix Weitkämper
,
Dmitriy Ravdin
,
Ramona Fabry
Statistical Relational Structure Learning with Scaled Weight Parameters.
ILP
(2023)
Thais Luca
,
Aline Paes
,
Gerson Zaverucha
Select First, Transfer Later: Choosing Proper Datasets for Statistical Relational Transfer Learning.
ILP
(2023)
Dany Varghese
,
Roman Bauer
,
Alireza Tamaddoni-Nezhad
Few-Shot Learning of Diagnostic Rules for Neurodegenerative Diseases Using Inductive Logic Programming.
ILP
(2023)
Elisabetta Gentili
,
Alice Bizzarri
,
Damiano Azzolini
,
Riccardo Zese
,
Fabrizio Riguzzi
Regularization in Probabilistic Inductive Logic Programming.
ILP
(2023)
Arne Vermeulen
,
Robin Manhaeve
,
Giuseppe Marra
An Experimental Overview of Neural-Symbolic Systems.
ILP
(2023)
Antonio Ielo
,
Mark Law
,
Valeria Fionda
,
Francesco Ricca
,
Giuseppe De Giacomo
,
Alessandra Russo
Towards ILP-Based LTL f Passive Learning.
ILP
(2023)
volume 14363, 2023
Inductive Logic Programming - 32nd International Conference, ILP 2023, Bari, Italy, November 13-15, 2023, Proceedings
ILP
14363 (2023)
2022
Dany Varghese
,
Didac Barroso-Bergada
,
David A. Bohan
,
Alireza Tamaddoni-Nezhad
Efficient Abductive Learning of Microbial Interactions Using Meta Inverse Entailment.
ILP
(2022)
Felix Weitkämper
Functional Lifted Bayesian Networks: Statistical Relational Learning and Reasoning with Relative Frequencies.
ILP
(2022)
Verena Blaschke
,
Thora Daneyko
,
Jekaterina Kaparina
,
Zhuge Gao
,
Johannes Dellert
Navigable Atom-Rule Interactions in PSL Models Enhanced by Rule Verbalizations, with an Application to Etymological Inference.
ILP
(2022)
Nikos Katzouris
,
Georgios Paliouras
Learning Automata-Based Complex Event Patterns in Answer Set Programming.
ILP
(2022)
Aditya Challa
,
Ashwin Srinivasan
,
Michael Bain
,
Gautam Shroff
A Program-Synthesis Challenge for ARC-Like Tasks.
ILP
(2022)
Bettina Finzel
,
Simon P. Kuhn
,
David E. Tafler
,
Ute Schmid
Explaining with Attribute-Based and Relational Near Misses: An Interpretable Approach to Distinguishing Facial Expressions of Pain and Disgust.
ILP
(2022)
Damiano Azzolini
,
Elena Bellodi
,
Fabrizio Riguzzi
Learning the Parameters of Probabilistic Answer Set Programs.
ILP
(2022)
Thais Luca
,
Aline Paes
,
Gerson Zaverucha
Combining Word Embeddings-Based Similarity Measures for Transfer Learning Across Relational Domains.
ILP
(2022)
Maurizio Proietti
,
Francesca Toni
Learning Assumption-Based Argumentation Frameworks.
ILP
(2022)
Pat Langley
Learning Hierarchical Problem Networks for Knowledge-Based Planning.
ILP
(2022)
Tony Ribeiro
,
Maxime Folschette
,
Morgan Magnin
,
Kotaro Okazaki
,
Lo Kuo-Yen
,
Katsumi Inoue
Diagnosis of Event Sequences with LFIT.
ILP
(2022)
volume 13191, 2022
Inductive Logic Programming - 30th International Conference, ILP 2021, Virtual Event, October 25-27, 2021, Proceedings
ILP
13191 (2022)
2021
Thais Luca
,
Aline Paes
,
Gerson Zaverucha
Mapping Across Relational Domains for Transfer Learning with Word Embeddings-Based Similarity.
ILP
(2021)
Dany Varghese
,
Roman Bauer
,
Daniel Baxter-Beard
,
Stephen Muggleton
,
Alireza Tamaddoni-Nezhad
Human-Like Rule Learning from Images Using One-Shot Hypothesis Derivation.
ILP
(2021)
Patrick Westphal
,
Sahar Vahdati
,
Jens Lehmann
A Simulated Annealing Meta-heuristic for Concept Learning in Description Logics.
ILP
(2021)
Leticia Freire de Figueiredo
,
Aline Paes
,
Gerson Zaverucha
Transfer Learning for Boosted Relational Dependency Networks Through Genetic Algorithm.
ILP
(2021)
Cristina Cornelio
,
Veronika Thost
Synthetic Datasets and Evaluation Tools for Inductive Neural Reasoning.
ILP
(2021)
Yin Jun Phua
,
Katsumi Inoue
Learning Logic Programs Using Neural Networks by Exploiting Symbolic Invariance.
ILP
(2021)
Tirtharaj Dash
,
Ashwin Srinivasan
,
Lovekesh Vig
,
Arijit Roy
Using Domain-Knowledge to Assist Lead Discovery in Early-Stage Drug Design.
ILP
(2021)
Fabrizio Ventola
,
Devendra Singh Dhami
,
Kristian Kersting
Generative Clausal Networks: Relational Decision Trees as Probabilistic Circuits.
ILP
(2021)
Can Erten
,
Dimitar Kazakov
Ontology Graph Embeddings and ILP for Financial Forecasting.
ILP
(2021)
Rasmus Larsen
,
Mikkel Nørgaard Schmidt
Programmatic Policy Extraction by Iterative Local Search.
ILP
(2021)
Didac Barroso-Bergada
,
Alireza Tamaddoni-Nezhad
,
Stephen H. Muggleton
,
Corinne Vacher
,
Nika Galic
,
David Bohan
Machine Learning of Microbial Interactions Using Abductive ILP and Hypothesis Frequency/Compression Estimation.
ILP
(2021)
Leopoldo Bertossi
,
Gabriela Reyes
Answer-Set Programs for Reasoning About Counterfactual Interventions and Responsibility Scores for Classification.
ILP
(2021)
Victor Guimarães
,
Vítor Santos Costa
Online Learning of Logic Based Neural Network Structures.
ILP
(2021)
Claudia d'Amato
,
Nicola Flavio Quatraro
,
Nicola Fanizzi
Embedding Models for Knowledge Graphs Induced by Clusters of Relations and Background Knowledge.
ILP
(2021)
Oliver Ray
Learning and Revising Dynamic Temporal Theories in the Full Discrete Event Calculus.
ILP
(2021)
Jáchym Barvínek
,
Timothy van Bremen
,
Yuyi Wang
,
Filip Zelezný
,
Ondrej Kuzelka
Automatic Conjecturing of P-Recursions Using Lifted Inference.
ILP
(2021)
Florian Andreas Marwitz
,
Tanya Braun
,
Ralf Möller
A First Step Towards Even More Sparse Encodings of Probability Distributions.
ILP
(2021)
Devendra Singh Dhami
,
Siwen Yan
,
Gautam Kunapuli
,
Sriraam Natarajan
Non-parametric Learning of Embeddings for Relational Data Using Gaifman Locality Theorem.
ILP
(2021)
Hien D. Nguyen
,
Chiaki Sakama
Feature Learning by Least Generalization.
ILP
(2021)
volume 11770, 2020
Inductive Logic Programming - 29th International Conference, ILP 2019, Plovdiv, Bulgaria, September 3-5, 2019, Proceedings
ILP
11770 (2020)
2019
Eyad Algahtani
,
Dimitar Kazakov
CONNER: A Concurrent ILP Learner in Description Logic.
ILP
(2019)
Sándor Bartha
,
James Cheney
Towards Meta-interpretive Learning of Programming Language Semantics.
ILP
(2019)
Jonas Schouterden
,
Jesse Davis
,
Hendrik Blockeel
LazyBum: Decision Tree Learning Using Lazy Propositionalization.
ILP
(2019)
Hien D. Nguyen
,
Chiaki Sakama
A New Algorithm for Computing Least Generalization of a Set of Atoms.
ILP
(2019)