An Explainable Machine Learning Approach Based on Statistical Indexes and SVM for Stress Detection in Automobile Drivers Using Electromyographic Signals
Vargas-Lopez, Olivia, Perez-Ramirez, Carlos A., Valtierra-Rodriguez, Martin, Yanez-Borjas, Jesus J., Amezquita-Sanchez, Juan P.
Published in Sensors (Basel, Switzerland) (01.05.2021)
Published in Sensors (Basel, Switzerland) (01.05.2021)
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Journal Article
Fractality–Autoencoder-Based Methodology to Detect Corrosion Damage in a Truss-Type Bridge
Valtierra-Rodriguez, Martin, Machorro-Lopez, Jose M., Yanez-Borjas, Jesus J., Perez-Quiroz, Jose T., Rivera-Guillen, Jesus R., Amezquita-Sanchez, Juan P.
Published in Infrastructures (Basel) (29.08.2024)
Published in Infrastructures (Basel) (29.08.2024)
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Journal Article
Analysis of Acoustic Emission Signals Processed with Wavelet Transform for Structural Damage Detection in Concrete Beams
Machorro-Lopez, Jose M., Hernandez-Figueroa, Jorge A., Carrion-Viramontes, Francisco J., Amezquita-Sanchez, Juan P., Valtierra-Rodriguez, Martin, Crespo-Sanchez, Saul E., Yanez-Borjas, Jesus J., Quintana-Rodriguez, Juan A., Martinez-Trujano, Luis A.
Published in Mathematics (Basel) (01.01.2023)
Published in Mathematics (Basel) (01.01.2023)
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Journal Article
Statistical time features for global corrosion assessment in a truss bridge from vibration signals
Yanez-Borjas, Jesus J., Valtierra-Rodriguez, Martin, Camarena-Martinez, David, Amezquita-Sanchez, Juan P.
Published in Measurement : journal of the International Measurement Confederation (01.08.2020)
Published in Measurement : journal of the International Measurement Confederation (01.08.2020)
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Journal Article
Convolutional Neural Network-Based Methodology for Detecting, Locating and Quantifying Corrosion Damage in a Truss-Type Bridge Through the Autocorrelation of Vibration Signals
Yanez-Borjas, Jesus J., Valtierra-Rodriguez, Martin, Machorro-Lopez, Jose M., Camarena-Martinez, David, Amezquita-Sanchez, Juan P.
Published in Arabian journal for science and engineering (2011) (01.02.2023)
Published in Arabian journal for science and engineering (2011) (01.02.2023)
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Journal Article
Statistical Time Features-based Methodology for Fatigue Cracks Detection in a Four-Story Building
Yanez-Borjas, Jesus J., Camarena-Martinez, David, Valtierra-Rodriguez, Martin, Amezquita-Sanchez, Juan P.
Published in 2020 IEEE International Autumn Meeting on Power, Electronics and Computing (ROPEC) (04.11.2020)
Published in 2020 IEEE International Autumn Meeting on Power, Electronics and Computing (ROPEC) (04.11.2020)
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Conference Proceeding
Fatigue Cracks Detection and Quantification in a Four-Story Building using a Nonlinear Index and Vibration Signals
Yanez-Borjas, Jesus J., Camarena-Martinez, David, Aguilera-Hernandez, Dulce I., Valtierra-Rodriguez, Martin, Dominguez-Gonzalez, Aurelio, Morales-Hernandez, Luis A., Perez-Ramirez, Carlos A., Amezquita-Sanchez, Juan P.
Published in 2021 IEEE International Autumn Meeting on Power, Electronics and Computing (ROPEC) (10.11.2021)
Published in 2021 IEEE International Autumn Meeting on Power, Electronics and Computing (ROPEC) (10.11.2021)
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Conference Proceeding
Methodology based on statistical features and linear discriminant analysis for damage detection in a truss-type bridge
Yanez-Borjas, Jesus J., Camarena-Martinez, David, Valtierra-Rodriguez, Martin, SaucedoDorantes, Juan J., Amezquita-Sanchez, Juan P.
Published in 2019 IEEE International Autumn Meeting on Power, Electronics and Computing (ROPEC) (01.11.2019)
Published in 2019 IEEE International Autumn Meeting on Power, Electronics and Computing (ROPEC) (01.11.2019)
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Conference Proceeding