Ignacio Sánchez-Gendriz

SHapley Additive exPlanations (SHAP) for Efficient Feature Selection in Rolling Bearing Fault Diagnosis

Mailson Ribeiro Santos, Luiz Affonso Guedes, Ignacio Sánchez-Gendriz · Machine Learning and Knowledge Extraction · 2024 · 62 citations · Full text

Fault Diagnosis, Engineering, Machine Learning +17

Efficient machine learning approach for volunteer eye-blink detection in real-time using webcam

Paulo Augusto de Lima Medeiros, Gabriel Vinícius Souza da Silva, Felipe Fernandes et al. · Expert Systems with Applications · 2021 · 42 citations · Full text

Engineering, Machine Learning, Biometrics +22

Underwater soundscape of marine protected areas in the south Brazilian coast

Ignacio Sánchez-Gendriz, Linilson Rodrigues Padovese · Marine Pollution Bulletin · 2016 · 29 citations

Music, Ocean Acoustics, Engineering +7

Using Explainable Artificial Intelligence to Obtain Efficient Seizure-Detection Models Based on Electroencephalography Signals

Jusciaane Chacon Vieira, Luiz Affonso Guedes, Mailson Ribeiro Santos et al. · Sensors · 2023 · 26 citations · Full text

Engineering, Machine Learning, Intelligent Systems +19

Temporal and spectral patterns of fish choruses in two protected areas in southern Atlantic

Ignacio Sánchez-Gendriz, Linilson Rodrigues Padovese · Ecological Informatics · 2017 · 22 citations

Fishery Assessment, Fish Choruses, Engineering +12