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ILP
1997
2006
2014
2023
1997
2023
Keyphrases
Publications
2023
Daniel Cyrus
,
James Trewern
,
Alireza Tamaddoni-Nezhad
Meta-interpretive Learning from Fractal Images.
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)
Felix Weitkämper
,
Dmitriy Ravdin
,
Ramona Fabry
Statistical Relational Structure Learning with Scaled Weight Parameters.
ILP
(2023)
Youssef Mahmoud Youssef
,
Martin E. Müller
A Review of Inductive Logic Programming Applications for Robotic 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)
Arne Vermeulen
,
Robin Manhaeve
,
Giuseppe Marra
An Experimental Overview of Neural-Symbolic Systems.
ILP
(2023)
Takeru Isobe
,
Katsumi Inoue
Learning Strategies of Inductive Logic Programming Using Reinforcement Learning.
ILP
(2023)
Elisabetta Gentili
,
Alice Bizzarri
,
Damiano Azzolini
,
Riccardo Zese
,
Fabrizio Riguzzi
Regularization in Probabilistic Inductive Logic Programming.
ILP
(2023)
Damiano Azzolini
A Constrained Optimization Approach to Set the Parameters of Probabilistic Answer Set Programs.
ILP
(2023)
Sota Moriyama
,
Koji Watanabe
,
Katsumi Inoue
GNN Based Extraction of Minimal Unsatisfiable Subsets.
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)
volume 14363, 2023
Inductive Logic Programming - 32nd International Conference, ILP 2023, Bari, Italy, November 13-15, 2023, Proceedings
ILP
14363 (2023)
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)
Leopoldo Bertossi
,
Gabriela Reyes
Answer-Set Programs for Reasoning About Counterfactual Interventions and Responsibility Scores for Classification.
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)
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)
Victor Guimarães
,
Vítor Santos Costa
Online Learning of Logic Based Neural Network Structures.
ILP
(2021)
Oliver Ray
Learning and Revising Dynamic Temporal Theories in the Full Discrete Event Calculus.
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)
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)
Rasmus Larsen
,
Mikkel Nørgaard Schmidt
Programmatic Policy Extraction by Iterative Local Search.
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)
Abeer Dyoub
,
Stefania Costantini
,
Francesca A. Lisi
Towards an ILP Application in Machine Ethics.
ILP
(2019)
Tatiana Sciammarella
,
Gerson Zaverucha
Weight Your Words: The Effect of Different Weighting Schemes on Wordification Performance.
ILP
(2019)
Yin Jun Phua
,
Katsumi Inoue
Learning Logic Programs from Noisy State Transition Data.
ILP
(2019)
Yingbing Hua
,
Björn Hein
Rapid Restart Hill Climbing for Learning Description Logic Concepts.
ILP
(2019)
Francesco Giannini
,
Giuseppe Marra
,
Michelangelo Diligenti
,
Marco Maggini
,
Marco Gori
On the Relation Between Loss Functions and T-Norms.
ILP
(2019)
Navdeep Kaur
,
Gautam Kunapuli
,
Saket Joshi
,
Kristian Kersting
,
Sriraam Natarajan
Neural Networks for Relational Data.
ILP
(2019)
Stefanie Speichert
,
Vaishak Belle
Learning Probabilistic Logic Programs over Continuous Data.
ILP
(2019)
2018
Céline Hocquette
,
Stephen Muggleton
How Much Can Experimental Cost Be Reduced in Active Learning of Agent Strategies?
ILP
(2018)
Tony Ribeiro
,
Maxime Folschette
,
Morgan Magnin
,
Olivier F. Roux
,
Katsumi Inoue
Learning Dynamics with Synchronous, Asynchronous and General Semantics.
ILP
(2018)
Johannes Rabold
,
Michael Siebers
,
Ute Schmid
Explaining Black-Box Classifiers with ILP - Empowering LIME with Aleph to Approximate Non-linear Decisions with Relational Rules.
ILP
(2018)
volume 11105, 2018
Inductive Logic Programming - 28th International Conference, ILP 2018, Ferrara, Italy, September 2-4, 2018, Proceedings
ILP
11105 (2018)
volume 10759, 2018
Inductive Logic Programming - 27th International Conference, ILP 2017, Orléans, France, September 4-6, 2017, Revised Selected Papers
ILP
10759 (2018)