241 citations · 521 across the 19 of their papers we have counts for
21 papers
Proceedings 39th International Conference on Logic Programming
Enrico Pontelli, Stefania Costantini, Carmine Dodaro +7
This volume contains the Technical Communications presented at the 39th International Conference on Logic Programming (ICLP 2023), held at Imperial College London, UK from July 9 t…
A Semantic Framework for Neuro-Symbolic Computing
Simon Odense, Artur d'Avila Garcez
The field of neuro-symbolic AI aims to benefit from the combination of neural networks and symbolic systems. A cornerstone of the field is the translation or encoding of symbolic k…
Graph-based Neural Modules to Inspect Attention-based Architectures: A Position Paper
Breno W. Carvalho, Artur D'Avilla Garcez, Luis C. Lamb
Encoder-decoder architectures are prominent building blocks of state-of-the-art solutions for tasks across multiple fields where deep learning (DL) or foundation models play a key…
Neural-Symbolic Integration for Interactive Learning and Conceptual Grounding
Benedikt Wagner, Artur d'Avila Garcez
We propose neural-symbolic integration for abstract concept explanation and interactive learning. Neural-symbolic integration and explanation allow users and domain-experts to lear…
A Practical guide on Explainable AI Techniques applied on Biomedical use case applications
Adrien Bennetot, Ivan Donadello, Ayoub El Qadi +10
Last years have been characterized by an upsurge of opaque automatic decision support systems, such as Deep Neural Networks (DNNs). Although they have great generalization and pred…
Synthetic Data Generation for Fraud Detection using GANs
Charitos Charitou, Simo Dragicevic, Artur d'Avila Garcez
Detecting money laundering in gambling is becoming increasingly challenging for the gambling industry as consumers migrate to online channels. Whilst increasingly stringent regulat…