Application of Bayesian Belief networks to the human reliability analysis of an oil tanker operation focusing on collision accidents. - Marcelo Ramos Martins; Marcos Coelho Maturana (Reliab. Eng. Syst. Saf., 2013)

Capsule Neural Networks for structural damage localization and quantification using transmissibility data. - Joaquín Figueroa Barraza; Enrique López Droguett; Viviana Meruane Naranjo; Marcelo Ramos Martins (Appl. Soft Comput., 2020)

Application of a quantitative human performance model to the operational procedure design of a fuel storage pool cooling system. - Marcos Coelho Maturana; Marcelo Ramos Martins; Paulo Fernando Ferreira Frutuoso e Melo (Reliab. Eng. Syst. Saf., 2021)

Towards Interpretable Deep Learning: A Feature Selection Framework for Prognostics and Health Management Using Deep Neural Networks. - Joaquín Figueroa Barraza; Enrique López Droguett; Marcelo Ramos Martins (Sensors, 2021)

A novel Capsule Neural Network based model for drowsiness detection using electroencephalography signals. - Luis Guarda; Juan E. Tapia; Enrique López Droguett; Marcelo Ramos 001 (Expert Syst. Appl., 2022)

Human reliability analysis of conventional maritime pilotage operations supported by a prospective model. - Danilo T. M. P. Abreu; Marcos Coelho Maturana; Enrique López Droguett; Marcelo Ramos Martins (Reliab. Eng. Syst. Saf., 2022)

SCF-Net: A sparse counterfactual generation network for interpretable fault diagnosis. - Joaquín Figueroa Barraza; Enrique López Droguett; Marcelo Ramos Martins (Reliab. Eng. Syst. Saf., 2024)

Challenges in Inter-organizational Knowledge Transfer for the Life Extension of Oil and Gas Facilities. - Nayara Nunes Ferreira; Rebecca Dziedzic; Ana Burcharth; Marcelo Ramos Martins (IEEE Trans. Engineering Management, 2024)

FS-SCF network: Neural network interpretability based on counterfactual generation and feature selection for fault diagnosis. - Joaquín Figueroa Barraza; Enrique López Droguett; Marcelo Ramos Martins (Expert Syst. Appl., 2024)

Artificial Intelligence in Data Science: Evaluating Forecasting Models for Solar Energy in the Amazon Basin. - André Luís Ferreira Marques; Ricardo Sbragio; Pedro Luiz Pizzigatti Corrêa; Marcelo Ramos Martins (IEEE Access, 2025)