MUSIC-ANN Analysis for Locating Structural Damages in a Truss-Type Structure by Means of Vibrations. - Roque Alfredo Osornio-Rios; Juan Pablo Amezquita-Sanchez; René de Jesús Romero-Troncoso; Arturo Garcia-Perez (Comput. Aided Civ. Infrastructure Eng., 2012)

A new music-empirical wavelet transform methodology for time-frequency analysis of noisy nonlinear and non-stationary signals. - Juan Pablo Amezquita-Sanchez; Hojjat Adeli (Digit. Signal Process., 2015)

New methodology for modal parameters identification of smart civil structures using ambient vibrations and synchrosqueezed wavelet transform. - Carlos A. Perez-Ramirez; Juan Pablo Amezquita-Sanchez; Hojjat Adeli; Martin Valtierra-Rodriguez; David Camarena-Martinez; René de Jesús Romero-Troncoso (Eng. Appl. Artif. Intell., 2016)

Novel Downsampling Empirical Mode Decomposition Approach for Power Quality Analysis. - David Camarena-Martinez; Martin Valtierra-Rodriguez; Carlos Andres Perez-Ramirez; Juan Pablo Amezquita-Sanchez; René de Jesús Romero-Troncoso; Arturo Garcia-Perez (IEEE Trans. Ind. Electron., 2016)

A scheme based on PMU data for power quality disturbances monitoring. - Arturo Mejia-Barron; Juan Pablo Amezquita-Sanchez; Aurelio Dominguez-Gonzalez; Martin Valtierra-Rodriguez; Jose R. Razo-Hernandez; David Granados-Lieberman (IECON, 2017)

Wavelet transform-fractal dimension-based methodology for damage assessment in truss type structures. - Francisco J. Perez-Macias; Carlos A. Perez-Ramirez; Martin Valtierra-Rodriguez; Aurelio Dominguez-Gonzalez; Juan Pablo Amezquita-Sanchez (IECON, 2017)

A Novel Wavelet Transform-Homogeneity Model for Sudden Cardiac Death Prediction Using ECG Signals. - Juan Pablo Amezquita-Sanchez; Martin Valtierra-Rodriguez; Hojjat Adeli; Carlos A. Perez-Ramirez (J. Medical Syst., 2018)

Incipient Broken Rotor Bar Detection in Induction Motors Using Vibration Signals and the Orthogonal Matching Pursuit Algorithm. - Carlos Morales-Perez; Jose de Jesus Rangel-Magdaleno; Hayde Peregrina-Barreto; Juan Pablo Amezquita-Sanchez; Martin Valtierra-Rodriguez (IEEE Trans. Instrum. Meas., 2018)

Model reference Neural Network-based methodology for vibration control in a five-story steel structure. - Carlos A. Perez-Ramirez; Aurelio Dominguez-Gonzalez; Manuel Toledano-Ayala; Juan Pablo Amezquita-Sanchez; Martin Valtierra-Rodriguez (CCE, 2020)

Convolutional Neural Network and Motor Current Signature Analysis during the Transient State for Detection of Broken Rotor Bars in Induction Motors. - Martin Valtierra-Rodriguez; Jesus Rooney Rivera-Guillen; Jesus A. Basurto-Hurtado; J. Jesus de Santiago-Perez; David Granados-Lieberman; Juan Pablo Amezquita-Sanchez (Sensors, 2020)

A New Methodology Based on EMD and Nonlinear Measurements for Sudden Cardiac Death Detection. - Olivia Vargas-Lopez; Juan Pablo Amezquita-Sanchez; J. Jesus de Santiago-Perez; Jesus Rooney Rivera-Guillen; Martin Valtierra-Rodriguez; Manuel Toledano-Ayala; Carlos A. Perez-Ramirez (Sensors, 2020)

Short-Circuited Turn Fault Diagnosis in Transformers by Using Vibration Signals, Statistical Time Features, and Support Vector Machines on FPGA. - Jose R. Huerta-Rosales; David Granados-Lieberman; Arturo Garcia-Perez; David Camarena-Martinez; Juan Pablo Amezquita-Sanchez; Martin Valtierra-Rodriguez (Sensors, 2021)

Natural Frequencies Identification by FEM Applied to a 2-DOF Planar Robot and Its Validation Using MUSIC Algorithm. - Salvador Martínez-Cruz; Juan Pablo Amezquita-Sanchez; Gerardo I. Pérez-Soto; Jesus Rooney Rivera-Guillen; Luis A. Morales-Hernández; Karla Anhel Camarillo-Gómez (Sensors, 2021)

An Explainable Machine Learning Approach Based on Statistical Indexes and SVM for Stress Detection in Automobile Drivers Using Electromyographic Signals. - Olivia Vargas-Lopez; Carlos A. Perez-Ramirez; Martin Valtierra-Rodriguez; Jesus J. Yanez-Borjas; Juan Pablo Amezquita-Sanchez (Sensors, 2021)

ECG-Based Identification of Sudden Cardiac Death through Sparse Representations. - Josue Renán Velázquez-González; Hayde Peregrina-Barreto; Jose de Jesus Rangel-Magdaleno; Juan Manuel Ramírez-Cortés; Juan Pablo Amezquita-Sanchez (Sensors, 2021)

Supervised Machine-Learning Methodology for Industrial Robot Positional Health Using Artificial Neural Networks, Discrete Wavelet Transform, and Nonlinear Indicators. - Ervin Galan-Uribe; Juan Pablo Amezquita-Sanchez; Luis Morales-Velazquez (Sensors, 2023)

Analysis of Vibration Signals Based on Machine Learning for Crack Detection in a Low-Power Wind Turbine. - Angel H. Rangel-Rodriguez; David Granados-Lieberman; Juan Pablo Amezquita-Sanchez; Maximiliano Bueno-Lopez; Martin Valtierra-Rodriguez (Entropy, 2023)

A new epileptic seizure prediction model based on maximal overlap discrete wavelet packet transform, homogeneity index, and machine learning using ECG signals. - Andrea V. Perez-Sanchez; Juan Pablo Amezquita-Sanchez; Martin Valtierra-Rodriguez; Hojjat Adeli (Biomed. Signal Process. Control., 2024)