Artur d'Avila Garcez

28 papers B 4Journal 15Unranked 5
YearRankTypeTitle / Venue / Authors
2026 — conf
Large Language Models as Oracles for Ontology Alignment.
EACL (Volume 1: Long Papers)
Sviatoslav Lushnei, Dmytro Shumskyi, Severyn Shykula, Ernesto Jiménez-Ruiz, Artur d'Avila Garcez
2025 J jnl
A Practical Tutorial on Explainable AI Techniques.
ACM Comput. Surv.
Adrien Bennetot, Ivan Donadello, Ayoub El Qadi, Mauro Dragoni, Thomas Frossard, Benedikt Wagner, Anna Saranti, Silvia Tulli, Maria Trocan, Raja Chatila, Andreas Holzinger, Artur d'Avila Garcez, Natalia Díaz Rodríguez
2025 J jnl
A semantic framework for neurosymbolic computation.
Artif. Intell.
Simon Odense, Artur d'Avila Garcez
2025 J jnl
Contrastive vision-language learning with paraphrasing and negation.
CoRR
Kwun Ho Ngan, Saman Sadeghi Afgeh, Joe Townsend, Artur d'Avila Garcez
2025 J jnl
Explorations of the Softmax Space: Knowing When the Neural Network Doesn't Know...
CoRR
Daniel Sikar, Artur d'Avila Garcez, Tillman Weyde
2025 J jnl
From Neural Networks to Logical Theories: The Correspondence between Fibring Modal Logics and Fibring Neural Networks.
CoRR
Ouns El Harzli, Bernardo Cuenca Grau, Artur d'Avila Garcez, Ian Horrocks, Tarek R. Besold
2025 B conf
Inducing Grokking with Distribution Shifts.
ICTAI
Breno W. Carvalho, Artur d'Avila Garcez, Luís C. Lamb, Emilio Vital Brazil
2025 J jnl
Large Language Models as Oracles for Ontology Alignment.
CoRR
Sviatoslav Lushnei, Dmytro Shumskyi, Severyn Shykula, Ernesto Jiménez-Ruiz, Artur d'Avila Garcez
2025 — conf
LogMap Family welcomes LogMapLLM in the OAEI 2025.
OM@ISWC
Ernesto Jiménez-Ruiz, Sviatoslav Lushnei, Dmytro Shumskyi, Severyn Shykula, Artur d'Avila Garcez
2025 J jnl
Neurosymbolic Deep Learning Semantics.
CoRR
Artur d'Avila Garcez, Simon Odense
2025 J jnl
Reasoning in Neurosymbolic AI.
CoRR
Son N. Tran, Edjard Mota, Artur d'Avila Garcez
2025 B conf
Towards Robust Neurosymbolic Relational Learning.
IJCNN
Thais Luca, Aline Paes, Gerson Zaverucha, Artur d'Avila Garcez
2024 J jnl
Evaluation of autonomous systems under data distribution shifts.
CoRR
Daniel Sikar, Artur d'Avila Garcez
2024 B conf
FocusLearn: Fully-Interpretable, High-Performance Modular Neural Networks for Time Series.
IJCNN
Qiqi Su, Christos Kloukinas, Artur d'Avila Garcez
2024 — ed.
Neural-Symbolic Learning and Reasoning - 18th International Conference, NeSy 2024, Barcelona, Spain, September 9-12, 2024, Proceedings, Part I
NeSy (1)
Tarek R. Besold, Artur d'Avila Garcez, Ernesto Jiménez-Ruiz, Roberto Confalonieri, Pranava Madhyastha, Benedikt Wagner
2024 — ed.
Neural-Symbolic Learning and Reasoning - 18th International Conference, NeSy 2024, Barcelona, Spain, September 9-12, 2024, Proceedings, Part II
NeSy (2)
Tarek R. Besold, Artur d'Avila Garcez, Ernesto Jiménez-Ruiz, Roberto Confalonieri, Pranava Madhyastha, Benedikt Wagner
2024 B conf
Symbolic Knowledge Extraction and Distillation into Convolutional Neural Networks to Improve Medical Image Classification.
IJCNN
Kwun Ho Ngan, James Phelan, Joe Townsend, Artur d'Avila Garcez
2024 J jnl
The Misclassification Likelihood Matrix: Some Classes Are More Likely To Be Misclassified Than Others.
CoRR
Daniel Sikar, Artur d'Avila Garcez, Robin Bloomfield, Tillman Weyde, Kaleem Peeroo, Naman Singh, Maeve Hutchinson, Mirela Reljan-Delaney
2024 J jnl
When to Accept Automated Predictions and When to Defer to Human Judgment?
CoRR
Daniel Sikar, Artur d'Avila Garcez, Tillman Weyde, Robin Bloomfield, Kaleem Peeroo
2023 — ch.
Discovering Visual Concepts and Rules in Convolutional Neural Networks.
Compendium of Neurosymbolic Artificial Intelligence
Joe Townsend, Esma Mansouri-Benssassi, Kwun Ho Ngan, Artur d'Avila Garcez
2023 J jnl
Modular Neural Networks for Time Series Forecasting: Interpretability and Feature Selection using Attention.
CoRR
Qiqi Su, Christos Kloukinas, Artur d'Avila Garcez
2023 J jnl
Neurosymbolic AI: the 3rd wave.
Artif. Intell. Rev.
Artur d'Avila Garcez, Luís C. Lamb
2022 J jnl
A Semantic Framework for Neural-Symbolic Computing.
CoRR
Simon Odense, Artur d'Avila Garcez
2022 J jnl
Graph-based Neural Modules to Inspect Attention-based Architectures: A Position Paper.
CoRR
Breno W. Carvalho, Artur d'Avila Garcez, Luís C. Lamb
2012 — ed.
Neural-Symbolic Learning and Reasoning (NeSy 2012), Papers from the 2012 AAAI Workshop, Toronto, ON, Canada, July 23, 2012
NeSy@AAAI
Artur d'Avila Garcez, Pascal Hitzler, Luís C. Lamb
2012 — conf
Neural-Symbolic Rule-Based Monitoring.
NeSy@AAAI
Alan Perotti, Artur d'Avila Garcez, Guido Boella, Daniele Rispoli
2012 — conf
Organizers.
NeSy@AAAI
Artur d'Avila Garcez
2012 — conf
Preface.
NeSy@AAAI
Artur d'Avila Garcez