Pedro H. C. Avelar

According to our database, Pedro H. C. Avelar authored at least 19 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Solving the kidney exchange problem via graph neural networks with no supervision.

Pedro Foletto Pimenta, Pedro H. C. Avelar, Luís C. Lamb

Neural Comput. Appl., September, 2024

2023

On the Evolution of AI and Machine Learning: Towards a Meta-level Measuring and understanding Impact, Influence and Leadership at Premier AI Conferences.

Rafael Baldasso Audibert, Henrique Lemos, Pedro H. C. Avelar, Anderson R. Tavares, Luís C. Lamb

FLAP, 2023

Incorporating Prior Knowledge in Deep Learning Models via Pathway Activity Autoencoders.

Pedro Henrique da Costa Avelar, Min Wu, Sophia Tsoka

CoRR, 2023

Graph Neural Networks with No Supervision and Heuristics for the Kidney-Exchange Problem.

Pedro Foletto Pimenta, Pedro H. C. Avelar, Luís C. Lamb

Proceedings of the 35th IEEE International Conference on Tools with Artificial Intelligence, 2023

2022

On the Evolution of A.I. and Machine Learning: Towards Measuring and Understanding Impact, Influence, and Leadership at Premier A.I. Conferences.

Rafael Baldasso Audibert, Henrique Lemos dos Santos, Pedro H. C. Avelar, Anderson R. Tavares, Luís C. Lamb

CoRR, 2022

Multi-omic Data Integration and Feature Selection for Survival-Based Patient Stratification via Supervised Concrete Autoencoders.

Pedro Henrique da Costa Avelar, Roman Laddach, Sophia Karagiannis, Min Wu, Sophia Tsoka

Proceedings of the Machine Learning, Optimization, and Data Science, 2022

Measuring Ethics in AI with AI: A Methodology and Dataset Construction.

Pedro H. C. Avelar, Rafael Baldasso Audibert, Luís C. Lamb

Proceedings of the Intelligent Systems - 11th Brazilian Conference, 2022

2021

Measuring Ethics in AI with AI: A Methodology and Dataset Construction.

Pedro H. C. Avelar, Rafael Baldasso Audibert, Anderson R. Tavares, Luís C. Lamb

CoRR, 2021

Discrete and Continuous Deep Residual Learning over Graphs.

Pedro H. C. Avelar, Anderson R. Tavares, Marco Gori, Luís C. Lamb

Proceedings of the 13th International Conference on Agents and Artificial Intelligence, 2021

2020

Assessing gender bias in machine translation: a case study with Google Translate.

Marcelo O. R. Prates, Pedro H. C. Avelar, Luís C. Lamb

Neural Comput. Appl., 2020

Understanding Boolean Function Learnability on Deep Neural Networks.

Anderson R. Tavares, Pedro H. C. Avelar, João M. Flach, Márcio Nicolau, Luís C. Lamb, Moshe Y. Vardi

CoRR, 2020

Superpixel Image Classification with Graph Attention Networks.

Pedro H. C. Avelar, Anderson R. Tavares, Thiago L. T. da Silveira, Cláudio R. Jung, Luís C. Lamb

Proceedings of the 33rd SIBGRAPI Conference on Graphics, Patterns and Images, 2020

Graph Neural Networks Meet Neural-Symbolic Computing: A Survey and Perspective.

Luís C. Lamb, Artur S. d'Avila Garcez, Marco Gori, Marcelo O. R. Prates, Pedro H. C. Avelar, Moshe Y. Vardi

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Neural-Symbolic Relational Reasoning on Graph Models: Effective Link Inference and Computation from Knowledge Bases.

Henrique Lemos, Pedro H. C. Avelar, Marcelo O. R. Prates, Artur S. d'Avila Garcez, Luís C. Lamb

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2020, 2020

2019

Typed Graph Networks.

Pedro H. C. Avelar, Henrique Lemos, Marcelo O. R. Prates, Marco Gori, Luís C. Lamb

CoRR, 2019

Graph Colouring Meets Deep Learning: Effective Graph Neural Network Models for Combinatorial Problems.

Henrique Lemos, Marcelo O. R. Prates, Pedro H. C. Avelar, Luís C. Lamb

Proceedings of the 31st IEEE International Conference on Tools with Artificial Intelligence, 2019

Multitask Learning on Graph Neural Networks: Learning Multiple Graph Centrality Measures with a Unified Network.

Pedro H. C. Avelar, Henrique Lemos, Marcelo O. R. Prates, Luís da Cunha Lamb

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019 - 28th International Conference on Artificial Neural Networks, Munich, Germany, September 17-19, 2019, Proceedings, 2019

Learning to Solve NP-Complete Problems: A Graph Neural Network for Decision TSP.

Marcelo O. R. Prates, Pedro H. C. Avelar, Henrique Lemos, Luís C. Lamb, Moshe Y. Vardi

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

On Quantifying and Understanding the Role of Ethics in AI Research: A Historical Account of Flagship Conferences and Journals.

Marcelo O. R. Prates, Pedro H. C. Avelar, Luís C. Lamb

Proceedings of the GCAI-2018, 2018