Pedro H. C. Avelar

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 27

Top Topics

Graph Colouring

Multitask Learning

Centrality Measures

Top Venues

Neural Comput. Appl.

Publications

Pedro Foletto Pimenta, Pedro H. C. Avelar, Luís C. Lamb
Solving the kidney exchange problem via graph neural networks with no supervision. Neural Comput. Appl. 36 (25) (2024)
Pedro Foletto Pimenta, Pedro H. C. Avelar, Luís C. Lamb
Solving the Kidney-Exchange Problem via Graph Neural Networks with No Supervision. CoRR (2023)
Pedro Foletto Pimenta, Pedro H. C. Avelar, Luís C. Lamb
Graph Neural Networks with No Supervision and Heuristics for the Kidney-Exchange Problem. ICTAI (2023)
Rafael Baldasso Audibert, Henrique Lemos, Pedro H. C. Avelar, Anderson R. Tavares, Luís C. Lamb
On the Evolution of AI and Machine Learning: Towards a Meta-level Measuring and understanding Impact, Influence and Leadership at Premier AI Conferences. FLAP 10 (5) (2023)
Pedro H. C. Avelar, Rafael Baldasso Audibert, Luís C. Lamb
Measuring Ethics in AI with AI: A Methodology and Dataset Construction. BRACIS (1) (2022)
Rafael B. Audibert, Henrique Lemos dos Santos, Pedro H. C. Avelar, Anderson R. Tavares, Luís C. Lamb
On the Evolution of A.I. and Machine Learning: Towards Measuring and Understanding Impact, Influence, and Leadership at Premier A.I. Conferences. CoRR (2022)
Pedro H. C. Avelar, Anderson R. Tavares, Marco Gori, Luís C. Lamb
Discrete and Continuous Deep Residual Learning over Graphs. ICAART (2) (2021)
Pedro H. C. Avelar, Rafael B. Audibert, Anderson R. Tavares, Luís C. Lamb
Measuring Ethics in AI with AI: A Methodology and Dataset Construction. CoRR (2021)
Luís C. Lamb, Artur S. d'Avila Garcez, Marco Gori, Marcelo O. R. Prates, Pedro H. C. Avelar, Moshe Y. Vardi
Graph Neural Networks Meet Neural-Symbolic Computing: A Survey and Perspective. CoRR (2020)
Pedro H. C. Avelar, Anderson R. Tavares, Thiago L. T. da Silveira, Cláudio R. Jung, Luís C. Lamb
Superpixel Image Classification with Graph Attention Networks. SIBGRAPI (2020)
Pedro H. C. Avelar, Anderson R. Tavares, Thiago L. T. da Silveira, Cláudio R. Jung, Luís C. Lamb
Superpixel Image Classification with Graph Attention Networks. CoRR (2020)
Henrique Lemos, Pedro H. C. Avelar, Marcelo O. R. Prates, Luís C. Lamb, Artur S. d'Avila Garcez
Neural-Symbolic Relational Reasoning on Graph Models: Effective Link Inference and Computation from Knowledge Bases. CoRR (2020)
Luís C. Lamb, Artur S. d'Avila Garcez, Marco Gori, Marcelo O. R. Prates, Pedro H. C. Avelar, Moshe Y. Vardi
Graph Neural Networks Meet Neural-Symbolic Computing: A Survey and Perspective. IJCAI (2020)
Marcelo O. R. Prates, Pedro H. C. Avelar, Luís C. Lamb
Assessing gender bias in machine translation: a case study with Google Translate. Neural Comput. Appl. 32 (10) (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)
Anderson R. Tavares, Pedro H. C. Avelar, João M. Flach, Marcio Nicolau, Luís C. Lamb, Moshe Y. Vardi
Understanding Boolean Function Learnability on Deep Neural Networks. CoRR (2020)
Marcelo O. R. Prates, Pedro H. C. Avelar, Henrique Lemos, Luís C. Lamb, Moshe Y. Vardi
Learning to Solve NP-Complete Problems: A Graph Neural Network for Decision TSP. AAAI (2019)
Pedro H. C. Avelar, Anderson R. Tavares, Marco Gori, Luís C. Lamb
Discrete and Continuous Deep Residual Learning Over Graphs. CoRR (2019)
Pedro H. C. Avelar, Henrique Lemos, Marcelo O. R. Prates, Luís da Cunha Lamb
Multitask Learning on Graph Neural Networks: Learning Multiple Graph Centrality Measures with a Unified Network. ICANN (Workshop) (2019)
Henrique Lemos, Marcelo O. R. Prates, Pedro H. C. Avelar, Luís C. Lamb
Graph Colouring Meets Deep Learning: Effective Graph Neural Network Models for Combinatorial Problems. ICTAI (2019)
Henrique Lemos, Marcelo O. R. Prates, Pedro H. C. Avelar, Luís C. Lamb
Graph Colouring Meets Deep Learning: Effective Graph Neural Network Models for Combinatorial Problems. CoRR (2019)
Pedro H. C. Avelar, Henrique Lemos, Marcelo O. R. Prates, Marco Gori, Luís C. Lamb
Typed Graph Networks. CoRR (2019)
Pedro H. C. Avelar, Henrique Lemos, Marcelo O. R. Prates, Luís C. Lamb
Multitask Learning on Graph Neural Networks - Learning Multiple Graph Centrality Measures with a Unified Network. CoRR (2018)
Marcelo O. R. Prates, Pedro H. C. Avelar, Luís C. Lamb
On Quantifying and Understanding the Role of Ethics in AI Research: A Historical Account of Flagship Conferences and Journals. CoRR (2018)
Marcelo O. R. Prates, Pedro H. C. Avelar, Luís C. Lamb
Assessing Gender Bias in Machine Translation - A Case Study with Google Translate. CoRR (2018)
Marcelo O. R. Prates, Pedro H. C. Avelar, Henrique Lemos, Luís C. Lamb, Moshe Y. Vardi
Learning to Solve NP-Complete Problems - A Graph Neural Network for the Decision TSP. CoRR (2018)
Marcelo O. R. Prates, Pedro H. C. Avelar, Luís C. Lamb
On Quantifying and Understanding the Role of Ethics in AI Research: A Historical Account of Flagship Conferences and Journals. GCAI (2018)