Vítor N. Lourenço

According to our database, Vítor N. Lourenço authored at least 12 papers between 2016 and 2022.

Collaborative distances:

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

2022

Learning attention-based representations from multiple patterns for relation prediction in knowledge graphs.

Vítor Lourenço, Aline Paes

Knowl. Based Syst., 2022

A Modality-level Explainable Framework for Misinformation Checking in Social Networks.

Vítor Lourenço, Aline Paes

CoRR, 2022

Workflow provenance in the lifecycle of scientific machine learning.

Renan Souza, Leonardo Guerreiro Azevedo, Vítor Lourenço, Elton F. S. Soares, Raphael Thiago, Rafael Brandão, Daniel Civitarese, Emilio Vital Brazil, Márcio Ferreira Moreno, Patrick Valduriez, Marta Mattoso, Renato Cerqueira, Marco A. S. Netto

Concurr. Comput. Pract. Exp., 2022

2020

Managing Machine Learning Workflow Components.

Márcio Ferreira Moreno, Vítor Lourenço, Sandro Rama Fiorini, Polyana B. da Costa, Rafael Brandão, Daniel Civitarese, Renato Cerqueira

Int. J. Semantic Comput., 2020

Cycle Orchestrator: A Knowledge-Based Approach for Structuring Cyclic ML Pipelines in the O&G Industry.

Rafael Brandão, Vítor Lourenço, Marcelo Machado, Leonardo Azevedo, Marcelo Cardoso, Renan Souza, Guilherme Lima, Renato Cerqueira, Márcio Ferreira Moreno

Proceedings of the ISWC 2020 Demos and Industry Tracks: From Novel Ideas to Industrial Practice co-located with 19th International Semantic Web Conference (ISWC 2020), 2020

A Knowledge-Based Approach for Structuring Cyclic Workflows.

Rafael Brandão, Vítor Lourenço, Marcelo Machado, Leonardo Azevedo, Marcelo Cardoso, Renan Souza, Guilherme Lima, Renato Cerqueira, Márcio Ferreira Moreno

Proceedings of the ISWC 2020 Demos and Industry Tracks: From Novel Ideas to Industrial Practice co-located with 19th International Semantic Web Conference (ISWC 2020), 2020

2019

Hierarchy-of-Visual-Words: a Learning-Based Approach for Trademark Image Retrieval.

Vítor N. Lourenço, Gabriela G. Silva, Leandro A. F. Fernandes

Proceedings of the 32nd SIBGRAPI Conference on Graphics, Patterns and Images, 2019

Provenance Data in the Machine Learning Lifecycle in Computational Science and Engineering.

Renan Souza, Patrick Valduriez, Marta Mattoso, Renato Cerqueira, Marco Aurélio Stelmar Netto, Leonardo Azevedo, Vítor Lourenço, Elton F. de Souza Soares, Raphael Thiago, Rafael Brandão, Daniel Civitarese, Emilio Vital Brazil, Márcio Ferreira Moreno

Proceedings of the 2019 IEEE/ACM Workflows in Support of Large-Scale Science, 2019

Towards Leveraging the Music Industry with Hyperknowledge.

Sandro Rama Fiorini, Vítor Lourenço, Rodrigo C. M. Santos, Polyana B. da Costa, Márcio Ferreira Moreno

Proceedings of the Second International Conference on Artificial Intelligence for Industries, 2019

2018

Towards Safer (Smart) Cities: Discovering Urban Crime Patterns Using Logic-based Relational Machine Learning.

Vítor Lourenço, Paulo Mann, Artur Guimaraes, Aline Paes, Daniel de Oliveira

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Facing Digital Agriculture Challenges with Knowledge Engineering.

Marcelo Nery, Rodrigo C. M. Santos, Wallas H. S. dos Santos, Vítor Lourenço, Márcio Ferreira Moreno

Proceedings of the First International Conference on Artificial Intelligence for Industries, 2018

2016

SiAPP: Um Sistema para Análise de Ocorrências de Crimes Baseado em Aprendizado Lógico-Relacional [SiAPP: An Information System for Crime Analytics Based on Logical Relational Learning].

Vítor N. Lourenço, Paulo Mann, Aline Paes, Daniel Oliveira

Proceedings of the XII Brazilian Symposium on Information Systems on Brazilian Symposium on Information Systems: Information Systems in the Cloud Computing Era, 2016