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 001 (SBSI, 2016)

Facing Digital Agriculture Challenges with Knowledge Engineering. - Marcelo Nery; Rodrigo C. M. Santos; Wallas H. S. dos Santos; Vítor Lourenço; Márcio Ferreira Moreno (AI4I, 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 001 (IJCNN, 2018)

Towards Leveraging the Music Industry with Hyperknowledge. - Sandro Rama Fiorini; Vítor Lourenço; Rodrigo C. M. Santos; Polyana B. da Costa; Márcio Ferreira Moreno (AI4I, 2019)

Provenance Data in the Machine Learning Lifecycle in Computational Science and Engineering. - Renan Souza 001; Patrick Valduriez; Marta Mattoso; Renato Cerqueira; Marco Aurélio Stelmar Netto; Leonardo Azevedo 001; Vítor Lourenço; Elton F. de Souza Soares; Raphael Thiago; Rafael Brandão 001; Daniel Civitarese; Emilio Vital Brazil; et al. (WORKS@SC, 2019)

Hierarchy-of-Visual-Words: a Learning-Based Approach for Trademark Image Retrieval. - Vítor N. Lourenço; Gabriela G. Silva; Leandro A. F. Fernandes (SIBGRAPI, 2019)

A Knowledge-Based Approach for Structuring Cyclic Workflows. - Rafael Brandão 001; Vítor Lourenço; Marcelo Machado 001; Leonardo Azevedo 001; Marcelo Cardoso; Renan Souza 001; Guilherme Lima; Renato Cerqueira; Márcio Ferreira Moreno (ISWC (Demos/Industry), 2020)

Cycle Orchestrator: A Knowledge-Based Approach for Structuring Cyclic ML Pipelines in the O&G Industry. - Rafael Brandão 001; Vítor Lourenço; Marcelo Machado 001; Leonardo Azevedo 001; Marcelo Cardoso; Renan Souza 001; Guilherme Lima; Renato Cerqueira; Márcio Ferreira Moreno (ISWC (Demos/Industry), 2020)

Managing Machine Learning Workflow Components. - Márcio Ferreira Moreno; Vítor Lourenço; Sandro Rama Fiorini; Polyana B. da Costa; Rafael Brandão 001; Daniel Civitarese; Renato Cerqueira (Int. J. Semantic Comput., 2020)

Workflow provenance in the lifecycle of scientific machine learning. - Renan Souza 001; Leonardo Guerreiro Azevedo; Vítor Lourenço; Elton F. S. Soares; Raphael Thiago; Rafael Brandão 001; Daniel Civitarese; Emilio Vital Brazil; Márcio Ferreira Moreno; Patrick Valduriez; Marta Mattoso; Renato Cerqueira; et al. (Concurr. Comput. Pract. Exp., 2022)

A Modality-level Explainable Framework for Misinformation Checking in Social Networks. - Vítor Lourenço; Aline Paes (CoRR, 2022)

Learning attention-based representations from multiple patterns for relation prediction in knowledge graphs. - Vítor Lourenço; Aline Paes (Knowl. Based Syst., 2022)

An Explainable Natural Language Framework for Identifying and Notifying Target Audiences In Enterprise Communication. - Vítor N. Lourenço; Mohnish Dubey; Yunfei Bai; Audrey Depeige; Vivek Jain (CoRR, 2025)

Exploring Content and Social Connections of Fake News with Explainable Text and Graph Learning. - Vítor N. Lourenço; Aline Paes; Tillman Weyde (CoRR, 2025)