Pedro H. C. Avelar

28 papers A* 2B 2C 1Journal 17Unranked 6
YearRankTypeTitle / Venue / Authors
2025 C conf
Understanding Boolean Function Learnability on Deep Neural Networks: PAC Learning Meets Neurosymbolic Models.
NeSy
Márcio Nicolau, Anderson R. Tavares, Zhiwei Zhang, Pedro H. C. Avelar, João Marcos Flach, Luís C. Lamb, Moshe Y. Vardi
2024 J jnl
Solving the kidney exchange problem via graph neural networks with no supervision.
Neural Comput. Appl.
Pedro Foletto Pimenta, Pedro H. C. Avelar, Luís C. Lamb
2023 B conf
Graph Neural Networks with No Supervision and Heuristics for the Kidney-Exchange Problem.
ICTAI
Pedro Foletto Pimenta, Pedro H. C. Avelar, Luís C. Lamb
2023 J jnl
On the Evolution of AI and Machine Learning: Towards a Meta-level Measuring and understanding Impact, Influence and Leadership at Premier AI Conferences.
FLAP
Rafael Baldasso Audibert, Henrique Lemos, Pedro H. C. Avelar, Anderson R. Tavares, Luís C. Lamb
2023 J jnl
Solving the Kidney-Exchange Problem via Graph Neural Networks with No Supervision.
CoRR
Pedro Foletto Pimenta, Pedro H. C. Avelar, Luís C. Lamb
2022 — conf
Measuring Ethics in AI with AI: A Methodology and Dataset Construction.
BRACIS (1)
Pedro H. C. Avelar, Rafael Baldasso Audibert, Luís C. Lamb
2022 J jnl
On the Evolution of A.I. and Machine Learning: Towards Measuring and Understanding Impact, Influence, and Leadership at Premier A.I. Conferences.
CoRR
Rafael Baldasso Audibert, Henrique Lemos dos Santos, Pedro H. C. Avelar, Anderson R. Tavares, Luís C. Lamb
2021 — conf
Discrete and Continuous Deep Residual Learning over Graphs.
ICAART (2)
Pedro H. C. Avelar, Anderson R. Tavares, Marco Gori, Luís C. Lamb
2021 J jnl
Measuring Ethics in AI with AI: A Methodology and Dataset Construction.
CoRR
Pedro H. C. Avelar, Rafael Baldasso Audibert, Anderson R. Tavares, Luís C. Lamb
2020 J jnl
Assessing gender bias in machine translation: a case study with Google Translate.
Neural Comput. Appl.
Marcelo O. R. Prates, Pedro H. C. Avelar, Luís C. Lamb
2020 A* conf
Graph Neural Networks Meet Neural-Symbolic Computing: A Survey and Perspective.
IJCAI
Luís C. Lamb, Artur S. d'Avila Garcez, Marco Gori, Marcelo O. R. Prates, Pedro H. C. Avelar, Moshe Y. Vardi
2020 J jnl
Graph Neural Networks Meet Neural-Symbolic Computing: A Survey and Perspective.
CoRR
Luís C. Lamb, Artur S. d'Avila Garcez, Marco Gori, Marcelo O. R. Prates, Pedro H. C. Avelar, Moshe Y. Vardi
2020 — conf
Neural-Symbolic Relational Reasoning on Graph Models: Effective Link Inference and Computation from Knowledge Bases.
ICANN (1)
Henrique Lemos, Pedro H. C. Avelar, Marcelo O. R. Prates, Artur S. d'Avila Garcez, Luís C. Lamb
2020 J jnl
Neural-Symbolic Relational Reasoning on Graph Models: Effective Link Inference and Computation from Knowledge Bases.
CoRR
Henrique Lemos, Pedro H. C. Avelar, Marcelo O. R. Prates, Luís C. Lamb, Artur S. d'Avila Garcez
2020 — conf
Superpixel Image Classification with Graph Attention Networks.
SIBGRAPI
Pedro H. C. Avelar, Anderson R. Tavares, Thiago L. T. da Silveira, Cláudio R. Jung, Luís C. Lamb
2020 J jnl
Superpixel Image Classification with Graph Attention Networks.
CoRR
Pedro H. C. Avelar, Anderson R. Tavares, Thiago L. T. da Silveira, Cláudio R. Jung, Luís C. Lamb
2020 J jnl
Understanding Boolean Function Learnability on Deep Neural Networks.
CoRR
Anderson R. Tavares, Pedro H. C. Avelar, João M. Flach, Márcio Nicolau, Luís C. Lamb, Moshe Y. Vardi
2019 J jnl
Discrete and Continuous Deep Residual Learning Over Graphs.
CoRR
Pedro H. C. Avelar, Anderson R. Tavares, Marco Gori, Luís C. Lamb
2019 B conf
Graph Colouring Meets Deep Learning: Effective Graph Neural Network Models for Combinatorial Problems.
ICTAI
Henrique Lemos, Marcelo O. R. Prates, Pedro H. C. Avelar, Luís C. Lamb
2019 J jnl
Graph Colouring Meets Deep Learning: Effective Graph Neural Network Models for Combinatorial Problems.
CoRR
Henrique Lemos, Marcelo O. R. Prates, Pedro H. C. Avelar, Luís C. Lamb
2019 A* conf
Learning to Solve NP-Complete Problems: A Graph Neural Network for Decision TSP.
AAAI
Marcelo O. R. Prates, Pedro H. C. Avelar, Henrique Lemos, Luís C. Lamb, Moshe Y. Vardi
2019 — conf
Multitask Learning on Graph Neural Networks: Learning Multiple Graph Centrality Measures with a Unified Network.
ICANN (Workshop)
Pedro H. C. Avelar, Henrique Lemos, Marcelo O. R. Prates, Luís da Cunha Lamb
2019 J jnl
Typed Graph Networks.
CoRR
Pedro H. C. Avelar, Henrique Lemos, Marcelo O. R. Prates, Marco Gori, Luís C. Lamb
2018 J jnl
Assessing Gender Bias in Machine Translation - A Case Study with Google Translate.
CoRR
Marcelo O. R. Prates, Pedro H. C. Avelar, Luís C. Lamb
2018 J jnl
Learning to Solve NP-Complete Problems - A Graph Neural Network for the Decision TSP.
CoRR
Marcelo O. R. Prates, Pedro H. C. Avelar, Henrique Lemos, Luís C. Lamb, Moshe Y. Vardi
2018 J jnl
Multitask Learning on Graph Neural Networks - Learning Multiple Graph Centrality Measures with a Unified Network.
CoRR
Pedro H. C. Avelar, Henrique Lemos, Marcelo O. R. Prates, Luís C. Lamb
2018 — conf
On Quantifying and Understanding the Role of Ethics in AI Research: A Historical Account of Flagship Conferences and Journals.
GCAI
Marcelo O. R. Prates, Pedro H. C. Avelar, Luís C. Lamb
2018 J jnl
On Quantifying and Understanding the Role of Ethics in AI Research: A Historical Account of Flagship Conferences and Journals.
CoRR
Marcelo O. R. Prates, Pedro H. C. Avelar, Luís C. Lamb