Vítor Lourenço

Publication Activity (10 Years)

Years Active: 2018-2022
Publications (10 Years): 15

Top Topics

Knowledge Engineering

Machine Learning

Target Audience

Acquire Knowledge

Top Venues

ISWC (Demos/Industry)

Publications

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
Workflow provenance in the lifecycle of scientific machine learning. Concurr. Comput. Pract. Exp. 34 (14) (2022)
Vítor Lourenço, Aline Paes
Learning attention-based representations from multiple patterns for relation prediction in knowledge graphs. Knowl. Based Syst. 251 (2022)
Vítor Lourenço, Aline Paes
A Modality-level Explainable Framework for Misinformation Checking in Social Networks. CoRR (2022)
Vítor Lourenço, Aline Paes
Learning Attention-based Representations from Multiple Patterns for Relation Prediction in Knowledge Graphs. CoRR (2022)
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
Workflow Provenance in the Lifecycle of Scientific Machine Learning. CoRR (2020)
Rafael Brandão, Vítor Lourenço, Marcelo Machado, Leonardo Azevedo, Marcelo Cardoso, Renan Souza, Guilherme Lima, Renato Cerqueira, Márcio Ferreira Moreno
A Knowledge-Based Approach for Structuring Cyclic Workflows. ISWC (Demos/Industry) (2020)
Rafael Brandão, Vítor Lourenço, Marcelo Machado, Leonardo Azevedo, Marcelo Cardoso, Renan Souza, Guilherme Lima, Renato Cerqueira, Márcio Ferreira Moreno
Cycle Orchestrator: A Knowledge-Based Approach for Structuring Cyclic ML Pipelines in the O&G Industry. ISWC (Demos/Industry) (2020)
Márcio Ferreira Moreno, Vítor Lourenço, Sandro Rama Fiorini, Polyana Costa, Rafael Brandão, Daniel Civitarese, Renato Cerqueira
Managing Machine Learning Workflow Components. ICSC (2020)
Márcio Ferreira Moreno, Vítor Lourenço, Sandro Rama Fiorini, Polyana Costa, Rafael Brandão, Daniel Civitarese, Renato Cerqueira
Managing Machine Learning Workflow Components. Int. J. Semantic Comput. 14 (2) (2020)
Márcio Ferreira Moreno, Vítor Lourenço, Sandro Rama Fiorini, Polyana Costa, Rafael Brandão, Daniel Civitarese, Renato Cerqueira
Managing Machine Learning Workflow Components. CoRR (2019)
Renan Souza, Leonardo Azevedo, Vítor Lourenço, Elton F. de Souza Soares, Raphael Thiago, Rafael Brandão, Daniel Civitarese, Emilio Vital Brazil, Márcio Ferreira Moreno, Patrick Valduriez, Marta Mattoso, Renato Cerqueira, Marco A. S. Netto
Provenance Data in the Machine Learning Lifecycle in Computational Science and Engineering. CoRR (2019)
Sandro Rama Fiorini, Vítor Lourenço, Rodrigo C. M. Santos, Polyana Costa, Márcio Ferreira Moreno
Towards Leveraging the Music Industry with Hyperknowledge. AI4I (2019)
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
Provenance Data in the Machine Learning Lifecycle in Computational Science and Engineering. WORKS@SC (2019)
Vítor Lourenço, Paulo Mann, Artur Guimaraes, Aline Paes, Daniel de Oliveira
Towards Safer (Smart) Cities: Discovering Urban Crime Patterns Using Logic-based Relational Machine Learning. IJCNN (2018)
Marcelo Nery, Rodrigo C. M. Santos, Wallas H. S. dos Santos, Vítor Lourenço, Márcio Ferreira Moreno
Facing Digital Agriculture Challenges with Knowledge Engineering. AI4I (2018)