A review of machine learning in hypertension detection and blood pressure estimation based on clinical and physiological data E Martinez-Ríos, L Montesinos, M Alfaro-Ponce, L Pecchia Biomedical Signal Processing and Control 68, 102813, 2021 | 111 | 2021 |
Applications of the generalized morse wavelets: A review EA Martinez-Ríos, R Bustamante-Bello, S Navarro-Tuch, H Perez-Meana Ieee Access 11, 667-688, 2022 | 40 | 2022 |
A review of road surface anomaly detection and classification systems based on vibration-based techniques EA Martinez-Ríos, MR Bustamante-Bello, LA Arce-Sáenz Applied Sciences 12 (19), 9413, 2022 | 36 | 2022 |
A machine learning approach for hypertension detection based on photoplethysmography and clinical data E Martinez-Ríos, L Montesinos, M Alfaro-Ponce Computers in Biology and Medicine 145, 105479, 2022 | 33 | 2022 |
Generalized Morse Wavelets parameter selection and transfer learning for pavement transverse cracking detection EA Martinez-Ríos, R Bustamante-Bello, SA Navarro-Tuch Engineering Applications of Artificial Intelligence 123, 106355, 2023 | 15 | 2023 |
Water flow modeling and forecast in a water branch of mexico city through arima and transfer function models for anomaly detection D Barrientos-Torres, EA Martinez-Ríos, SA Navarro-Tuch, ... Water 15 (15), 2792, 2023 | 11 | 2023 |
A holistic educational platform for the study of the smart grid EA Martinez-Ríos, P Ponce-Cruz, A Molina International Journal on Interactive Design and Manufacturing (IJIDeM) 16 (3 …, 2022 | 6 | 2022 |
Experimenting with soft robotics in education: A systematic literature review from 2006 to 2022 IU Cayetano-Jiménez, EA Martinez-Ríos, R Bustamante-Bello, ... IEEE Transactions on Learning Technologies, 2024 | 4 | 2024 |
Health: human-machine interaction, medical robotics, patient rehabilitation P Ponce, EA Martínez-Ríos, JI Méndez, A Molina, RA Ramirez-Mendoza Biometry, 110-131, 2022 | 4 | 2022 |
Biometry: Technology, Trends and Applications RA Ramírez-Mendoza, JJ Lozoya-Santos, R Zavala-Yoé, ... CRC Press, 2022 | 3 | 2022 |
A comparison between wavelet scattering transform and transfer learning for elevated blood pressure detection EA Martinez-Ríos, L Montesinos, M Alfaro 2022 14th Biomedical Engineering International Conference (BMEiCON), 1-5, 2022 | 2 | 2022 |
Water leakage classification with acceleration, pressure, and acoustic data: Leveraging the wavelet scattering transform, unimodal classifiers, and late fusion EA Martinez-Ríos, D Barrientos, R Bustamante IEEE Access 12, 84923-84951, 2024 | 1 | 2024 |
Van der Pol Oscillators and Phase-Locked Loops: A Transparent Model for Central Pattern Generators in Bioinspired Robotics IU Cayetano-Jiménez, D Arriaga-Ventura, EA Martinez-Ríos, ... IEEE Access, 2024 | | 2024 |
Parameter Selection of Generalized Morse Wavelets for Water Leakage Classification EA Martinez-Ríos, R Bustamante-Bello 2024 21st International Conference on Electrical Engineering, Computing …, 2024 | | 2024 |
Hammerstein Models for Rotor and Winding Temperature Estimation of a Permanent Magnet Synchronous Motor EA Martinez-Ríos, IS Aguilar-Zamorate, S Pakštys, R Galluzzi, N Amati 2024 International Symposium on Electromobility (ISEM), 1-8, 2024 | | 2024 |
Optical Marker-Based Motion Capture of the Human Spine: A Scoping Review of Study Design and Outcomes CF Romero-Flores, R Bustamante-Bello, M Moya Bencomo, ... Annals of Biomedical Engineering 52 (9), 2373-2387, 2024 | | 2024 |
Pavement Transverse Cracking Detection Based on the Vehicle’s Vertical Acceleration Performed Via Transfer Learning and Wavelet Scattering Transform EA Martinez-Ríos, D Barrientos-Torres, R Bustamante-Bello 2023 20th International Conference on Electrical Engineering, Computing …, 2023 | | 2023 |