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Pedro H. C. Avelar
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- affiliation: King's College London, UK
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2020 – today
- 2024
- [j3]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): 15373-15388 (2024) - 2023
- [j2]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): 693-817 (2023) - [c11]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: 258-262 - [i16]Pedro Foletto Pimenta, Pedro H. C. Avelar, Luís C. Lamb:
Solving the Kidney-Exchange Problem via Graph Neural Networks with No Supervision. CoRR abs/2304.09975 (2023) - [i15]Pedro Henrique da Costa Avelar, Min Wu, Sophia Tsoka:
Incorporating Prior Knowledge in Deep Learning Models via Pathway Activity Autoencoders. CoRR abs/2306.05813 (2023) - 2022
- [c10]Pedro H. C. Avelar, Rafael Baldasso Audibert, Luís C. Lamb:
Measuring Ethics in AI with AI: A Methodology and Dataset Construction. BRACIS (1) 2022: 370-384 - [c9]Pedro Henrique da Costa Avelar
, Roman Laddach
Multi-omic Data Integration and Feature Selection for Survival-Based Patient Stratification via Supervised Concrete Autoencoders. LOD (2) 2022: 47-61 - [i14]Rafael Baldasso 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 abs/2205.13131 (2022) - [i13]Pedro Henrique da Costa Avelar
Multi-Omic Data Integration and Feature Selection for Survival-based Patient Stratification via Supervised Concrete Autoencoders. CoRR abs/2206.10699 (2022) - 2021
- [c8]Pedro H. C. Avelar, Anderson R. Tavares, Marco Gori, Luís C. Lamb:
Discrete and Continuous Deep Residual Learning over Graphs. ICAART (2) 2021: 119-131 - [i12]Pedro H. C. Avelar, Rafael Baldasso Audibert, Anderson R. Tavares, Luís C. Lamb:
Measuring Ethics in AI with AI: A Methodology and Dataset Construction. CoRR abs/2107.11913 (2021) - 2020
- [j1]Marcelo O. R. Prates
Assessing gender bias in machine translation: a case study with Google Translate. Neural Comput. Appl. 32(10): 6363-6381 (2020) - [c7]Henrique Lemos
Neural-Symbolic Relational Reasoning on Graph Models: Effective Link Inference and Computation from Knowledge Bases. ICANN (1) 2020: 647-659 - [c6]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: 4877-4884 - [c5]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: 203-209 - [i11]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 abs/2002.05544 (2020) - [i10]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 abs/2003.00330 (2020) - [i9]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 abs/2005.02525 (2020) - [i8]Anderson R. Tavares, Pedro H. C. Avelar, João M. Flach, Márcio Nicolau, Luís C. Lamb, Moshe Y. Vardi:
Understanding Boolean Function Learnability on Deep Neural Networks. CoRR abs/2009.05908 (2020)
2010 – 2019
- 2019
- [c4]Marcelo O. R. Prates, Pedro H. C. Avelar, Henrique Lemos, Luís C. Lamb
Learning to Solve NP-Complete Problems: A Graph Neural Network for Decision TSP. AAAI 2019: 4731-4738 - [c3]Pedro H. C. Avelar
Multitask Learning on Graph Neural Networks: Learning Multiple Graph Centrality Measures with a Unified Network. ICANN (Workshop) 2019: 701-715 - [c2]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: 879-885 - [i7]Pedro H. C. Avelar, Henrique Lemos, Marcelo O. R. Prates, Marco Gori, Luís C. Lamb:
Typed Graph Networks. CoRR abs/1901.07984 (2019) - [i6]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 abs/1903.04598 (2019) - [i5]Pedro H. C. Avelar, Anderson R. Tavares, Marco Gori, Luís C. Lamb:
Discrete and Continuous Deep Residual Learning Over Graphs. CoRR abs/1911.09554 (2019) - 2018
- [c1]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: 188-201 - [i4]Marcelo O. R. Prates, Pedro H. C. Avelar, Luís C. Lamb:
Assessing Gender Bias in Machine Translation - A Case Study with Google Translate. CoRR abs/1809.02208 (2018) - [i3]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 abs/1809.02721 (2018) - [i2]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 abs/1809.07695 (2018) - [i1]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 abs/1809.08328 (2018)
Coauthor Index
aka: Luís da Cunha Lamb
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