FPGA-Based Online Detection of Multiple-Combined Faults through Information Entropy and Neural Networks. - Eduardo Cabal-Yepez; Ricardo Saucedo-Gallaga; Armando G. Garcia-Ramirez; Arturo A. Fernandez-Jaramillo; Marcos Pena-Anaya; Martin Valtierra-Rodriguez (ReConFig, 2010)

FPGA-based instantaneous estimation of unbalance/symmetrical components through the Hilbert transform. - Martin Valtierra-Rodriguez; René de Jesús Romero-Troncoso; Arturo Garcia-Perez; Roque Alfredo Osornio-Rios (IECON, 2013)

A Hilbert Transform-Based Smart Sensor for Detection, Classification, and Quantification of Power Quality Disturbances. - David Granados-Lieberman; Martin Valtierra-Rodriguez; Luis Morales-Velazquez; René de Jesús Romero-Troncoso; Roque Alfredo Osornio-Rios (Sensors, 2013)

Efficient discrete wavelet representation of electrical power disturbances by measuring energy concentration in the tiled time-frequency plane. - J. E. Torres; Martin Valtierra-Rodriguez; Mario A. Juárez; Gerardo Vázquez (ISIE, 2014)

Detection and Classification of Single and Combined Power Quality Disturbances Using Neural Networks. - Martin Valtierra-Rodriguez; René de Jesús Romero-Troncoso; Roque Alfredo Osornio-Rios; Arturo Garcia-Perez (IEEE Trans. Ind. Electron., 2014)

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 New Methodology for Tracking and Instantaneous Characterization of Voltage Variations. - Martin Valtierra-Rodriguez; David Granados-Lieberman; Jose E. Torres-Fernandez; Juan R. Rodriguez-Rodriguez; José Francisco Gómez-Aguilar (IEEE Trans. Instrum. Meas., 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)

Design of a state observer to approximate signals by using the concept of fractional variable-order derivative. - Antonio Coronel-Escamilla; José Francisco Gómez-Aguilar; Flor Lizeth Torres Ortiz; Martin Valtierra-Rodriguez; Ricardo Fabricio Escobar-Jiménez (Digit. Signal Process., 2017)

Instantaneous Power Quality Indices Based on Single-Sideband Modulation and Wavelet Packet-Hilbert Transform. - Ismael Urbina-Salas; Jose R. Razo-Hernandez; David Granados-Lieberman; Martin Valtierra-Rodriguez; Jose E. Torres-Fernandez (IEEE Trans. Instrum. Meas., 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)

A neural network-based model for MCSA of inter-turn short-circuit faults in induction motors and its power hardware in the loop simulation. - Arturo Mejia-Barron; Guillermo Tapia-Tinoco; Jose R. Razo-Hernandez; Martin Valtierra-Rodriguez; David Granados-Lieberman (Comput. Electr. Eng., 2021)

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)

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)

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)

Experimental ANN-Based Vibration Frequency Model for Transformers Under Different Conditions. - Jose R. Huerta-Rosales; Juan Carlos Olivares-Galvan; Martin Valtierra-Rodriguez; Rafael Escarela-Perez; Iván A. Hernández-Robles; David Granados-Lieberman (IEEE Trans. Instrum. Meas., 2025)