Marcelo V. C. Aragão

According to our database, Marcelo V. C. Aragão authored at least 6 papers between 2016 and 2026.

Collaborative distances:

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

2026

A Sample-Based, Multistage Machine Learning Pipeline for Scalable IoT Threat Detection.

Marcelo V. C. Aragão, Tiago de M. Pereira, Felipe A. P. de Figueiredo, Samuel B. Mafra

IEEE Embed. Syst. Lett., February, 2026

Large-Scale Benchmarking of Intrusion Detection Datasets With GPU-Accelerated Data Pipelines, Complexity Analysis, and Model Evaluation.

Marcelo V. C. Aragão, Felipe A. P. de Figueiredo, Samuel B. Mafra

Int. J. Intell. Syst., 2026

2025

Dynamic-Balancing AutoML for Imbalanced Tabular Data With Adaptive Resampling and Complexity-Aware Analysis.

Marcelo V. C. Aragão, Tiago de M. Pereira, Mateus de Freitas Carvalho, Felipe A. P. de Figueiredo, Samuel B. Mafra

Int. J. Intell. Syst., 2025

2021

The Development of the Open Machine-Learning-Based Anti-Spam (Open-MaLBAS).

Isaac C. Ferreira, Marcelo V. C. Aragão, Edvard Martins de Oliveira, Bruno Tardiole Kuehne, Edmilson Marmo Moreira, Otávio Augusto Salgado Carpinteiro

IEEE Access, 2021

A Study and Evaluation of Classifiers for Anti-Spam Systems.

Marcelo V. C. Aragão, Isaac C. Ferreira, Edvard Martins de Oliveira, Bruno Tardiole Kuehne, Edmilson Marmo Moreira, Otávio Augusto Salgado Carpinteiro

IEEE Access, 2021

2016

Factorial design analysis applied to the performance of SMS anti-spam filtering systems.

Marcelo V. C. Aragão, Edielson Prevato Frigieri, Carlos Alberto Ynoguti, Anderson Paulo de Paiva

Expert Syst. Appl., 2016