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Marcelo Vinicius Cysneiros Aragao

Teaching and Research · Inatel

https://researchid.co/marcelovca90
@inatel.br
8Scopus Publications
71Google Scholar Citations
4Google Scholar h-index
2Google Scholar i10-index

Recent Scopus Publications

  1. A Sample-Based, Multistage Machine Learning Pipeline for Scalable IoT Threat Detection
    IEEE Embedded Systems Letters, 2026
  2. Large-Scale Benchmarking of Intrusion Detection Datasets With GPU-Accelerated Data Pipelines, Complexity Analysis, and Model Evaluation
    International Journal of Intelligent Systems, 2026
  3. A practical evaluation of AutoML tools for binary, multiclass, and multilabel classification
    Scientific Reports, 2025
  4. Dynamic-Balancing AutoML for Imbalanced Tabular Data With Adaptive Resampling and Complexity-Aware Analysis
    International Journal of Intelligent Systems, 2025
  5. Interactive Control System for Automated Guide Vehicles
    2025 13th International Conference on Control Mechatronics and Automation Iccma 2025, 2025

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