Concepedia

Joaquín Figueroa Barraza

JF

5

Publications

146

Citations

5

H-Index

2020

Active since

Affiliations

Universidade de São Paulo(Current)

University of California, Los Angeles

University of Chile

Joaquín Figueroa Barraza is an author at Universidade de São Paulo specializing in engineering, data science, and computer science.

Top concepts

EngineeringData ScienceDeep LearningComputer ScienceMachine LearningSystems EngineeringArtificial IntelligenceHealthDiagnosisForecasting

Publications per year

2020–2024

5

Publications

5

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 · 68 citations · Full text

Deep learning health state prognostics of physical assets in the Oil and Gas industry

Joaquín Figueroa Barraza, Luis Guarda Bräuning, Ruben Benites Perez et al. · Proceedings of the Institution of Mechanical Engineers Part O Journal of Risk and Reliability · 2020 · 26 citations

Artificial Intelligence, Engineering, Machine Learning +19

Capsule Neural Networks for structural damage localization and quantification using transmissibility data

Joaquín Figueroa Barraza, Enrique López Droguett, Viviana Meruane et al. · Applied Soft Computing · 2020 · 22 citations · Full text

Structural Damage Localization, Damage Mechanism, Engineering +11

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 Systems with Applications · 2023 · 19 citations

Artificial Intelligence, Fault Diagnosis, Reliability Engineering +13

SCF-Net: A sparse counterfactual generation network for interpretable fault diagnosis

Joaquín Figueroa Barraza, Enrique López Droguett, Marcelo Ramos Martins · Reliability Engineering & System Safety · 2024 · 11 citations

Rows per page

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