Marcelo O. R. Prates

According to our database, Marcelo O. R. Prates authored at least 13 papers between 2013 and 2020.

Collaborative distances:

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

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

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

Think Again Networks and the Delta Loss.

Alexandre Salle, Marcelo O. R. Prates

CoRR, 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

Problem Solving at the Edge of Chaos: Entropy, Puzzles and the Sudoku Freezing Transition.

Marcelo O. R. Prates, Luís C. Lamb

Proceedings of the IEEE 30th International Conference on Tools with Artificial Intelligence, 2018

Neural Networks Models for Analyzing Magic: The Gathering Cards.

Felipe Zilio, Marcelo O. R. Prates, Luís C. Lamb

Proceedings of the Neural Information Processing - 25th International Conference, 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

2015

Collaboration in Social Problem-Solving: When Diversity Trumps Network Efficiency.

Diego Noble, Marcelo O. R. Prates, Daniel Bossle, Luís C. Lamb

Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2013

Leveraging Collaboration: A Methodology for the Design of Social Problem-Solving Systems.

Lucas M. Tabajara, Marcelo O. R. Prates, Diego Noble, Luís C. Lamb

Proceedings of the First AAAI Conference on Human Computation and Crowdsourcing, 2013