Artur d'Avila Garcez

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 20

Top Topics

Interactive Learning

Data Generation

Top Venues

Artif. Intell. Rev.

Publications

Artur d'Avila Garcez, Luís C. Lamb
Neurosymbolic AI: the 3rd wave. Artif. Intell. Rev. 56 (11) (2023)
Qiqi Su, Christos Kloukinas, Artur d'Avila Garcez
Modular Neural Networks for Time Series Forecasting: Interpretability and Feature Selection using Attention. CoRR (2023)
Samy Badreddine, Artur d'Avila Garcez, Luciano Serafini, Michael Spranger
Logic Tensor Networks. Artif. Intell. 303 (2022)
Simon Odense, Artur d'Avila Garcez
A Semantic Framework for Neural-Symbolic Computing. CoRR (2022)
Adam White, Kwun Ho Ngan, James Phelan, Saman Sadeghi Afgeh, Kevin Ryan, Constantino Carlos Reyes-Aldasoro, Artur d'Avila Garcez
Contrastive Counterfactual Visual Explanations With Overdetermination. CoRR (2021)
Adam White, Artur d'Avila Garcez
Counterfactual Instances Explain Little. CoRR (2021)
Benedikt Wagner, Artur d'Avila Garcez
Neural-Symbolic Integration for Interactive Learning and Conceptual Grounding. CoRR (2021)
Son N. Tran, Artur d'Avila Garcez
Logical Boltzmann Machines. CoRR (2021)
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
A Practical Tutorial on Explainable AI Techniques. CoRR (2021)
Harald Strömfelt, Luke Dickens, Artur d'Avila Garcez, Alessandra Russo
Coherent and Consistent Relational Transfer Learning with Auto-encoders. NeSy (2021)
Benedikt Wagner, Artur d'Avila Garcez
Neural-Symbolic Integration for Fairness in AI. AAAI Spring Symposium: Combining Machine Learning with Knowledge Engineering (2021)
Charitos Charitou, Simo Dragicevic, Artur d'Avila Garcez
Synthetic Data Generation for Fraud Detection using GANs. CoRR (2021)
Samy Badreddine, Artur d'Avila Garcez, Luciano Serafini, Michael Spranger
Logic Tensor Networks. CoRR (2020)
Kwun Ho Ngan, Artur d'Avila Garcez, Karen M. Knapp, Andy Appelboam, Constantino Carlos Reyes-Aldasoro
A Machine Learning Approach for Colles' Fracture Treatment Diagnosis. MIUA (2020)
Artur d'Avila Garcez, Luís C. Lamb
Neurosymbolic AI: The 3rd Wave. CoRR (2020)
Son N. Tran, Artur d'Avila Garcez, Tillman Weyde, Jie Yin, Qing Zhang, Mohan Karunanithi
Sequence Classification Restricted Boltzmann Machines With Gated Units. IEEE Trans. Neural Networks Learn. Syst. 31 (11) (2020)
Henrique Lemos, Pedro H. C. Avelar, Marcelo O. R. Prates, Artur d'Avila Garcez, Luís C. Lamb
Neural-Symbolic Relational Reasoning on Graph Models: Effective Link Inference and Computation from Knowledge Bases. ICANN (1) (2020)
Régis Riveret, Son N. Tran, Artur d'Avila Garcez
Neuro-Symbolic Probabilistic Argumentation Machines. KR (2020)
Harald Strömfelt, Luke Dickens, Artur d'Avila Garcez, Alessandra Russo
On the Transferability of VAE Embeddings using Relational Knowledge with Semi-Supervision. CoRR (2020)
Charitos Charitou, Artur d'Avila Garcez, Simo Dragicevic
. IJCNN (2020)
Artur d'Avila Garcez
Preface. NeSy@AAAI (2012)
Alan Perotti, Artur d'Avila Garcez, Guido Boella, Daniele Rispoli
Neural-Symbolic Rule-Based Monitoring. NeSy@AAAI (2012)
Artur d'Avila Garcez
Organizers. NeSy@AAAI (2012)