Vítor Nascimento Lourenço

Ph.D. Student at Computing Intitute, Federal Fluminense University
Data Science Advisor at Dell Technologies
Emails: vitorlourenco@id.uff.br
| CV | ORCID | Google Scholar | LinkedIn | Lattes | GitHub


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Selected Publications

Looking for full publication list? See my CV or Google Scholar.

2022
Learning Attention-based Representations from Multiple Patterns for Relation Prediction in Knowledge Graphs.
Vítor Lourenço, Aline Paes.
Knowledge-based Systems, 2022.
[Paper] [Preprint] []
2021
Workflow Provenance in the Lifecycle of Scientific Machine Learning.
Renan Souza, Leonardo Azevedo, Vítor Lourenço, Elton Soares, Raphael Thiago, Rafael Brandão, Daniel Civitarese, Emilio Vital Brazil, Marcio Moreno, Patrick Valduriez, Marta Mattoso, Renato Cerqueira, and Marco AS Netto.
Concurrency Computation Practice and Experience, 2021.
[Paper] [Preprint] []
2020
Managing Machine Learning Workflow Components.
Marcio Moreno, Vítor Lourenço, Sandro Rama Fiorini, Polyana Costa, Rafael Brandão, Daniel Civitarese, and Renato Cerqueira.
International Journal of Semantic Computing (IJSC), 2020.
[Paper] [Preprint] [Code] []
2019
Hierarchy-of-Visual-Words: a Learning-based Approach for Trademark Image Retrieval.
Vítor N. Lourenço, Gabriela G. Silva, and Leandro A.F. Fernandes.
Conference on Graphics, Patterns and Images (SIBGRAPI), 2019.
Best Computer Vision/Image Processing/Pattern Recognition Main Track Paper Award.
Best Work Award in the Workshop of Undergraduate Works (WUW).
[Paper] [Preprint] [Code] []
Provenance Data in the Machine Learning Lifecycle in Computational Science and Engineering.
Renan Souza, Leonardo Azevedo, Vítor Lourenço, Elton Soares, Raphael Thiago, Rafael Brandão, Daniel Civitarese, Emilio Vital Brazil, Marcio Moreno, Patrick Valduriez, Marta Mattoso, Renato Cerqueira, and Marco AS Netto.
Workflows in Support of Large-scale Science (WORKS), 2019 co-located with the ACM/IEEE International Conference for High Performance Computing, Networking, Storage, and Analysis (SC), 2019.
[Paper] [Preprint] []
2018
Towards Safer (Smart) Cities: Discovering Urban Crime Patterns Using Logic-based Relational Machine Learning.
Vítor Lourenço, Paulo Mann, Artur Guimarães, Aline Paes, and Daniel de Oliveira.
International Joint Conference on Neural Networks (IJCNN), 2018.
[Paper] [Preprint] [Code] []