Nelson Marcelo Romero Aquino

According to our database, Nelson Marcelo Romero Aquino authored at least 7 papers between 2017 and 2021.

Collaborative distances:

• Dijkstra number of six.
• Erdős number of five.

2021

A smart assessment of business processes for enterprises decision support. (Vers une évaluation intelligente des processus d'affaire pour l'aide à la décision en entreprises).

Nelson Marcelo Romero Aquino

PhD thesis, 2021

A Comparative Study of Transfer Learning Approaches for Video Anomaly Detection.

Matheus Gutoski, Manassés Ribeiro, Leandro Takeshi Hattori, Nelson Marcelo Romero Aquino, André Eugênio Lazzaretti, Heitor S. Lopes

Int. J. Pattern Recognit. Artif. Intell., 2021

2018

A Novel Approach to Protein Folding Prediction based on Long Short-Term Memory Networks: A Preliminary Investigation and Analysis.

Leandro Takeshi F. Hattori, César Manuel Vargas Benítez, Matheus Gutoski, Nelson Marcelo Romero Aquino, Heitor Silvério Lopes

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

Feature Selection Using Differential Evolution for Unsupervised Image Clustering.

Matheus Gutoski, Manassés Ribeiro, Nelson Marcelo Romero Aquino, Leandro Takeshi F. Hattori, André Eugênio Lazzaretti, Heitor Silvério Lopes

Proceedings of the Artificial Intelligence and Soft Computing, 2018

2017

A Study on the Perception of Researchers About the Application of Agile Software Development Methods in Research.

Nelson Marcelo Romero Aquino, Adolfo Gustavo Serra Seca Neto, Heitor Silvério Lopes

Proceedings of the Agile Methods - 8th Brazilian Workshop, 2017

A clustering-based deep autoencoder for one-class image classification.

Matheus Gutoski, Manassés Ribeiro, Nelson Marcelo Romero Aquino, André Eugênio Lazzaretti, Heitor Silvério Lopes

Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2017

A gene expression programming approach for evolving multi-class image classifiers.

Nelson Marcelo Romero Aquino, Manassés Ribeiro, Matheus Gutoski, César Manuel Vargas Benítez, Heitor Silvério Lopes

Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2017