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Author

Marcos Avilés

Observed names: Marcos Aviles, Marcos Romo Aviles
ORCID: 0000-0003-2838-4854
Observed ORCID: 0000-0003-2838-4854
OpenAlex ID: A5032267133
A Novel Methodology for Classifying EMG Movements Based on SVM and Genetic Algorithms
2022 · Marcos Aviles, Luz-María Sánchez-Reyes, et al. · Micromachines · 48
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Machine and Deep Learning Trends in EEG-Based Detection and Diagnosis of Alzheimer’s Disease: A Systematic Review
2024 · Marcos Aviles, Luz María Sánchez-Reyes, et al. · Eng—Advances in Engineering · 45
Metaheuristic Algorithms for Solar Radiation Prediction: A Systematic Analysis
2024 · Sergio A. Pérez-Rodríguez, José M. Álvarez-Alvarado, et al. · IEEE Access · 38
Optimizing EMG Classification through Metaheuristic Algorithms
2023 · Marcos Aviles, Juvenal Rodríguez-Reséndiz, et al. · Technologies · 35
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Optimizing RNNs for EMG Signal Classification: A Novel Strategy Using Grey Wolf Optimization
2024 · Marcos Aviles, José Manuel Alvarez-Alvarado, et al. · Bioengineering · 29
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Electromyography Signals in Embedded Systems: A Review of Processing and Classification Techniques
2025 · José Félix Castruita-López, Marcos Aviles, et al. · Biomimetics · 25
Artificial Intelligence in Water Distribution Networks: A Systematic Review of Models, Input Variables, Databases, and Output Strategies for Leak Detection
2026 · Mariana Zuñiga-Uribe, Rafael Rojas-Galván, et al. · Smart Cities · 23
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Progressive Lower Trees of Wavelet Coefficients: Efficient Spatial and SNR Scalable Coding of 3D Models
2005 · Marcos Avilés, Francisco Morán, et al. · Lecture notes in computer science · 23
Neural networks and genetic algorithms-based self-adjustment system for a backstepping controller of an unmanned aerial vehicle
2025 · Omar Rodríguez-Abreo, Marcos Aviles, et al. · Alexandria Engineering Journal · 14
Feature Set to sEMG Classification Obtained With Fisher Score
2024 · Diana C. Toledo-Pérez, Marcos Aviles, et al. · IEEE Access · 12
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Oculomotor Patterns in Children with Poor Reading Abilities Measured Using the Development Eye Movement Test
2024 · Danjela Ibrahimi, Marcos Aviles, et al. · Journal of Clinical Medicine · 10
Advances in Magnesia–Dolomite Refractory Materials: Properties, Emerging Technologies, and Industrial Applications: A Review
2025 · Leonel Díaz-Tato, Luis Angel Iturralde Carrera, et al. · Technologies · 9
Modeling and Control of a Permanent Magnet DC Motor: A Case Study for a Bidirectional Conveyor Belt’s Application
2025 · Ernesto Molina-Santana, Luis Angel Iturralde Carrera, et al. · Eng—Advances in Engineering · 7
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A Comprehensive Methodology for the Development of an Open Source Experimental Platform for Control Courses
2023 · Marcos Aviles, Juvenal Rodríguez-Reséndiz, et al. · Technologies · 6
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Optimizing Method for Photovoltaic Water-Pumping Systems under Partial Shading and Changing Pump Head
2024 · Perla Yazmín Sevilla-Camacho, José Billerman Robles-Ocampo, et al. · Clean Technologies · 5
Perspectives, Challenges, and the Future of Biomedical Technology and Artificial Intelligence
2024 · Saul Tovar-Arriaga, Gerardo Israel Pérez-Soto, et al. · Technologies · 4
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The Impact of the Test Dissociation on the Binocular Balance of Children
2023 · Danjela Ibrahimi, Marcos Aviles, et al. · Clinics and Practice · 3
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Thermal and Energy Performance Assessment of Evacuated Tube Collectors: Case Study at Rancho Luna Hotel
2026 · Leonel Díaz-Tato, Luis Angel Iturralde Carrera, et al. · Solar · 2
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Hardware–Software Co-Design Architecture for Real-Time EMG Feature Processing in FPGA-Based Prosthetic Systems
2025 · Carlos Gabriel Mireles-Preciado, Diana Carolina Toledo-Pérez, et al. · Algorithms · 2
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Artificial Intelligence in Biomedical Technology: Advances and Challenges
2025 · Marcos Aviles, Saul Tovar-Arriaga, et al. · Technologies · 2
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Angle Calculus-Based Thrust Force Determination on the Blades of a 10 kW Wind Turbine
2024 · José Rafael Dorrego-Portela, Adriana Eneida Ponce-Martínez, et al. · Technologies · 2
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Effective Approach for Classifying EMG Signals Through Reconstruction Using Autoencoders
2026 · Natalia Rendón Caballero, Michelle Rojo González, et al. · AI · 1
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Predicting Breast Cancer Mortality Using SEER Data: A Comparative Analysis of L1-Logistic Regression and Neural Networks
2026 · Mayra Cruz-Fernandez, Francisco Antonio Castillo-Velásquez, et al. · Technologies · 1
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SurfaceEMG Datasets for Hand Gesture Recognition Under Constant and Three-Level Force Conditions
2025 · Cinthya Alejandra Zúñiga-Castillo, Víctor Alejandro Anaya-Mosqueda, et al. · Data · 1
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Sensory–Cognitive Profiles in Children with ADHD: Exploring Perceptual–Motor, Auditory, and Oculomotor Function
2025 · Danjela Ibrahimi, Marcos Aviles, et al. · Bioengineering · 1
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Works count: 45
Citation count: 354
H-index: 10
I10-index: 11
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