Recurrent neural network model with Bayesian training and mutual information for response prediction of large buildings CA Perez-Ramirez, JP Amezquita-Sanchez, M Valtierra-Rodriguez, ... Engineering Structures 178, 603-615, 2019 | 191 | 2019 |
New methodology for modal parameters identification of smart civil structures using ambient vibrations and synchrosqueezed wavelet transform CA Perez-Ramirez, JP Amezquita-Sanchez, H Adeli, ... Engineering Applications of Artificial Intelligence 48, 1-12, 2016 | 152 | 2016 |
Novel downsampling empirical mode decomposition approach for power quality analysis D Camarena-Martinez, M Valtierra-Rodriguez, CA Perez-Ramirez, ... IEEE Transactions on Industrial Electronics 63 (4), 2369-2378, 2015 | 97 | 2015 |
Sensors used in structural health monitoring A Moreno-Gomez, CA Perez-Ramirez, A Dominguez-Gonzalez, ... Archives of Computational Methods in Engineering 25, 901-918, 2018 | 72 | 2018 |
Time-frequency techniques for modal parameters identification of civil structures from acquired dynamic signals CA Perez-Ramirez, JP Amezquita-Sanchez, H Adeli, ... Journal of Vibroengineering 18 (5), 3164-3185, 2016 | 62 | 2016 |
A novel wavelet transform-homogeneity model for sudden cardiac death prediction using ECG signals JP Amezquita-Sanchez, M Valtierra-Rodriguez, H Adeli, ... Journal of medical systems 42 (10), 176, 2018 | 61 | 2018 |
Synchrosqueezing transform-based methodology for broken rotor bars detection in induction motors D Camarena-Martinez, CA Perez-Ramirez, M Valtierra-Rodriguez, ... Measurement 90, 519-525, 2016 | 50 | 2016 |
Fractal dimension and fuzzy logic systems for broken rotor bar detection in induction motors at start-up and steady-state regimes JP Amezquita-Sanchez, M Valtierra-Rodriguez, CA Perez-Ramirez, ... Measurement Science and Technology 28 (7), 075001, 2017 | 40 | 2017 |
EMD-Shannon entropy-based methodology to detect incipient damages in a truss structure A Moreno-Gomez, JP Amezquita-Sanchez, M Valtierra-Rodriguez, ... Applied Sciences 8 (11), 2068, 2018 | 39 | 2018 |
An explainable machine learning approach based on statistical indexes and SVM for stress detection in automobile drivers using electromyographic signals O Vargas-Lopez, CA Perez-Ramirez, M Valtierra-Rodriguez, ... Sensors 21 (9), 3155, 2021 | 24 | 2021 |
A two-step strategy for system identification of civil structures for structural health monitoring using wavelet transform and genetic algorithms CA Perez-Ramirez, AY Jaen-Cuellar, M Valtierra-Rodriguez, ... Applied Sciences 7 (2), 111, 2017 | 22 | 2017 |
A new methodology based on EMD and nonlinear measurements for sudden cardiac death detection O Vargas-Lopez, JP Amezquita-Sanchez, JJ De-Santiago-Perez, ... Sensors 20 (1), 9, 2019 | 21 | 2019 |
Diagnostic strategies for breast cancer detection: from image generation to classification strategies using artificial intelligence algorithms JA Basurto-Hurtado, IA Cruz-Albarran, M Toledano-Ayala, ... Cancers 14 (14), 3442, 2022 | 20 | 2022 |
Location of multiple damage types in a truss-type structure using multiple signal classification method and vibration signals CA Perez-Ramirez, JM Machorro-Lopez, M Valtierra-Rodriguez, ... Mathematics 8 (6), 932, 2020 | 17 | 2020 |
An architecture for measuring joint angles using a long period fiber grating-based sensor CA Perez-Ramirez, DL Almanza-Ojeda, JN Guerrero-Tavares, ... Sensors 14 (12), 24483-24501, 2014 | 15 | 2014 |
Wavelet transform-statistical time features-based methodology for epileptic seizure prediction using electrocardiogram signals AV Perez-Sanchez, CA Perez-Ramirez, M Valtierra-Rodriguez, ... Mathematics 8 (12), 2125, 2020 | 14 | 2020 |
Fractal dimension theory-based approach for bearing fault detection in induction motors CA Perez-Ramirez, JP Amezquita-Sanchez, M Valtierra-Rodriguez, ... 2016 IEEE International Autumn Meeting on Power, Electronics and Computing …, 2016 | 10 | 2016 |
Wavelet transform-fractal dimension-based methodology for damage assessment in truss type structures FJ Perez-Macias, CA Perez-Ramirez, M Valtierra-Rodriguez, ... IECON 2017-43rd Annual Conference of the IEEE Industrial Electronics Society …, 2017 | 9 | 2017 |
Intelligent Algorithm for Parallel Self-Parking Assist of a Mobile Robot MA Ibarra-Manzano, JH De-Anda-Cuellar, CA Perez-Ramirez, ... 2012 IEEE Ninth Electronics, Robotics and Automotive Mechanics Conference …, 2012 | 9 | 2012 |
Epileptic seizure prediction using wavelet transform, fractal dimension, support vector machine, and EEG signals AV Perez-Sanchez, M Valtierra-Rodriguez, CA Perez-Ramirez, ... Fractals 30 (07), 2250154, 2022 | 8 | 2022 |