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Scopus Author ID: 57224508555
SciProfiles: 2381032
ResearcherID: GLT-1246-2022

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Works (16)

Experimenting With Soft Robotics in Education: A Systematic Literature Review From 2006 to 2022

IEEE Transactions on Learning Technologies
2024 | Journal article
DOI: 10.1109/TLT.2024.3372894
Contributors: Israel Ulises Cayetano-Jiménez; Erick Axel Martinez-Ríos; Rogelio Bustamante-Bello; Ricardo A. Ramírez-Mendoza; María Soledad Ramírez-Montoya
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Van der Pol Oscillators and Phase-Locked Loops: A Transparent Model for Central Pattern Generators in Bioinspired Robotics

IEEE Access
2024 | Journal article
DOI: 10.1109/ACCESS.2024.3507002
Contributors: Israel Ulises Cayetano-Jiménez; Daniel Arriaga-Ventura; Erick Axel Martinez-Ríos; Rogelio Bustamante-Bello
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Water Leakage Classification With Acceleration, Pressure, and Acoustic Data: Leveraging the Wavelet Scattering Transform, Unimodal Classifiers, and Late Fusion

IEEE Access
2024 | Journal article
DOI: 10.1109/ACCESS.2024.3416056
WOSUID: WOS:001252488600001
Contributors: Martinez-Rios, Erick Axel; Barrientos, David; Bustamante, Rogelio
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Parameter Selection of Generalized Morse Wavelets for Water Leakage Classification

2024 21st International Conference on Electrical Engineering, Computing Science and Automatic Control (CCE)
2024-10-23 | Conference paper
DOI: 10.1109/cce62852.2024.10770991
Contributors: Erick Axel Martinez-Ríos; Rogelio Bustamante-Bello
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Erick Axel Martinez Rios

Optical Marker-Based Motion Capture of the Human Spine: A Scoping Review of Study Design and Outcomes

Annals of Biomedical Engineering
2024-09 | Journal article
DOI: 10.1007/s10439-024-03567-0
Contributors: Claudia F. Romero-Flores; Rogelio Bustamante-Bello; Marcos Moya Bencomo; Erick Axel Martinez-Ríos; Luis Montesinos
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Hammerstein Models for Rotor and Winding Temperature Estimation of a Permanent Magnet Synchronous Motor

2024 International Symposium on Electromobility (ISEM)
2024-09-18 | Conference paper
DOI: 10.1109/isem62699.2024.10786596
Contributors: Erick Axel Martinez-Ríos; Irving S. Aguilar-Zamorate; Saulius Pakštys; Renato Galluzzi; Nicola Amati
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Erick Axel Martinez Rios

Applications of the Generalized Morse Wavelets: A Review

IEEE Access
2023 | Journal article
DOI: 10.1109/ACCESS.2022.3232729
Contributors: Erick Axel Martinez-Rios; Rogelio Bustamante-Bello; Sergio Navarro-Tuch; Hector Perez-Meana
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Generalized Morse Wavelets parameter selection and transfer learning for pavement transverse cracking detection

Engineering Applications of Artificial Intelligence
2023 | Journal article
DOI: 10.1016/J.ENGAPPAI.2023.106355
WOSUID: WOS:001010860500001
Contributors: Martinez-Rios, Erick Axel; Bustamante-Bello, Rogelio; Navarro-Tuch, Sergio A.
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Water Flow Modeling and Forecast in a Water Branch of Mexico City through ARIMA and Transfer Function Models for Anomaly Detection

Water
2023 | Journal article
DOI: 10.3390/W15152792
WOSUID: WOS:001046364000001
Contributors: Barrientos-Torres, David; Martinez-Rios, Erick Axel; Navarro-Tuch, Sergio A.; Pablos-Hach, Jose Luis; Bustamante-Bello, Rogelio
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Pavement Transverse Cracking Detection Based on the Vehicle’s Vertical Acceleration Performed Via Transfer Learning and Wavelet Scattering Transform

2023 20th International Conference on Electrical Engineering, Computing Science and Automatic Control (CCE)
2023-10-25 | Conference paper
DOI: 10.1109/cce60043.2023.10332812
Contributors: Erick Axel Martinez-Ríos; David Barrientos-Torres; Rogelio Bustamante-Bello
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Erick Axel Martinez Rios
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A Comparison Between Wavelet Scattering Transform and Transfer Learning for Elevated Blood Pressure Detection

2022 14th Biomedical Engineering International Conference (BMEiCON)
2022-11-10 | Conference paper
DOI: 10.1109/bmeicon56653.2022.10012088
Contributors: Erick Axel Martinez-Rios; Luis Montesinos; Mariel Alfaro
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Erick Axel Martinez Rios
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A holistic educational platform for the study of the smart grid

International Journal on Interactive Design and Manufacturing (IJIDeM)
2022-09 | Journal article
DOI: 10.1007/s12008-022-00970-6
Contributors: Erick Axel Martinez-Ríos; Pedro Ponce-Cruz; Arturo Molina
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A Review of Road Surface Anomaly Detection and Classification Systems Based on Vibration-Based Techniques

Applied Sciences
2022-09-20 | Journal article
DOI: 10.3390/app12199413
Contributors: Erick Axel Martinez-Ríos; Martin Rogelio Bustamante-Bello; Luis Alejandro Arce-Sáenz
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A machine learning approach for hypertension detection based on photoplethysmography and clinical data

Computers in Biology and Medicine
2022-06 | Journal article
DOI: 10.1016/j.compbiomed.2022.105479
Contributors: Erick Martinez-Ríos; Luis Montesinos; Mariel Alfaro-Ponce
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Health: Human-Machine Interaction, Medical Robotics, Patient Rehabilitation

Biometry
2022-05-14 | Book chapter
DOI: 10.1201/9781003145240-6
Part of ISBN: 9781003145240
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Erick Axel Martinez Rios

A review of machine learning in hypertension detection and blood pressure estimation based on clinical and physiological data

Biomedical Signal Processing and Control
2021 | Journal article
DOI: 10.1016/j.bspc.2021.102813
EID:

2-s2.0-85107752412

Part of ISSN: 17468108 17468094
Contributors: Martinez-Ríos, E.; Montesinos, L.; Alfaro-Ponce, M.; Pecchia, L.
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Erick Axel Martinez Rios via Scopus - Elsevier
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Peer review (40 reviews for 9 publications/grants)

Review activity for Applied sciences. (4)
Review activity for Arabian journal for science and engineering. (3)
Review activity for Computers in biology and medicine. (3)
Review activity for Expert systems with applications. (9)
Review activity for IEEE access : (12)
Review activity for IEEE journal of biomedical and health informatics. (1)
Review activity for IEEE transactions on industrial informatics. (1)
Review activity for International journal of pavement research and technology. (2)
Review activity for Mathematics. (5)
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