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Rocío Carrasco-Navarro

Observed names: Carrasco-Navarro, Rocío, R. Carrasco, Rocio Carrasco-Navarro, Rocío Carrasco
ORCID: 0000-0002-8148-3600
Observed ORCID: 0000-0002-8148-3600
OpenAlex ID: A5072421430
Long Short-Term Memory Recurrent Neural Network and Extreme Gradient Boosting Algorithms Applied in a Greenhouse’s Internal Temperature Prediction
2023 · Juan M. Esparza-Gómez, Luis F. Luque-Vega, et al. · Applied Sciences · 46
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Prediction of Internal Temperature in Greenhouses Using the Supervised Learning Techniques: Linear and Support Vector Regressions
2023 · Fabián García-Vázquez, Jesús R. Ponce-González, et al. · Applied Sciences · 37
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Educational Mechatronics Training System Based on Computer Vision for Mobile Robots
2023 · Héctor A. Guerrero-Osuna, Jesús Antonio Nava-Pintor, et al. · Sustainability · 23
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Development and Evaluation of Solar Radiation Sensor Using Cost-Effective Light Sensors and Machine Learning Techniques
2025 · Jesús Antonio Nava-Pintor, Uriel E. Alcalá-Rodríguez, et al. · Technologies · 21
Implementation of a MEIoT Weather Station with Exogenous Disturbance Input
2021 · Héctor A. Guerrero-Osuna, Luis F. Luque-Vega, et al. · Sensors · 16
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UAV-Based Smart Educational Mechatronics System Using a MoCap Laboratory and Hardware-in-the-Loop
2022 · Luis F. Luque-Vega, Emmanuel Lopez-Neri, et al. · Sensors · 15
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Design and Implementation of the E-Switch for a Smart Home
2021 · Fabian García-Vázquez, Héctor A. Guerrero-Osuna, et al. · Sensors · 15
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UAV Flight Instructional Design for Industry 4.0 based on the Framework of Educational Mechatronics
2020 · Luis F. Luque Vega, Emmanuel Lopez-Neri, et al. · Annual Conference of the IEEE Industrial Electronics Society (IECON) · 14
MEIoT 2D-CACSET: IoT Two-Dimensional Cartesian Coordinate System Educational Toolkit Align with Educational Mechatronics Framework
2022 · Rocío Carrasco-Navarro, Luis F. Luque-Vega, et al. · Sensors · 9
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Methodology for the Development of Augmented Reality Applications: MeDARA. Drone Flight Case Study
2022 · Marco Antonio Zamora-Antuñano, Luis F. Luque-Vega, et al. · Sensors · 8
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A Feasibility Study of IoT-Based Classification of Residential Water-Use Activities in Storage Tank Systems: A Comparative Analysis of Decision Trees, Random Forest, SVM, KNN, and Neural Networks
2026 · Iván Neftalí Chávez-Flores, Héctor A. Guerrero-Osuna, et al. · Technologies · 3
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Design, Implementation, and Control of a Linear Electric Actuator for Educational Mechatronics
2023 · Jesús Antonio Nava-Pintor, Miriam A. Carlos-Mancilla, et al. · Machines · 3
Educational Systematized Design Thinking Platform—Case of Study: Bus Stop
2022 · Luis F. Luque-Vega, Miriam A. Carlos-Mancilla, et al. · Sustainability · 3
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Design and Implementation of an Educational Technology Kit Aligned to the Conceptual Framework of Educational Mechatronics
2021 · Jesus Antonio Nava-Pintor, Hector A. Guerrero-Osuna, et al. · Machine Learning-Driven Digital Technologies for Educational Innovation Workshop · 3
Neural network identification for biomass gasification kinetic model
2011 · R. Carrasco, E. N. Sanchez, et al. · International Joint Conference on Neural Networks (IJCNN) · 3
Neural control for a solid waste incinerator
2014 · R. Carrasco, E. N. Sanchez, et al. · International Joint Conference on Neural Networks (IJCNN) · 2
Defining Feasible Joint and Geometric Workspaces Through Boundary Functions
2025 · Jorge A. Lizarraga, Dulce M. Navarro, et al. · Applied Sciences · 1
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An Experimental Study for Automatic Detection of COVID-19 from Chest CT Scans. A Comparison through Deep Learning and Support Vector Machine
2024 · Roberto Rodriguez, Anthony Leon, et al. · Preprints.org · 1
Neural control for NOx emissions in a sludge combustion process
2014 · R. Carrasco, E. N. Sanchez, et al. · World Automation Congress (WAC) · 1
Neural network identification for biomass gasification considering inputs
2012 · Rocío Carrasco-Navarro, Edgar N. Sánchez, et al. · World Automation Congress (WAC) · 1
Embedding Quality for Safety Classification: A Systematic Benchmark of Guard Models, Base Decoders, and Encoders
2026 · Jose Ochoa-Sanchez, Rocio Carrasco-Navarro, et al. · Lecture notes in computer science
Closed-Loop Learning-Based PID Tuning for DC Motor Actuators Using Experimental Data
2026 · Jorge A. Lizarraga, Luis F. Luque-Vega, et al. · Eng—Advances in Engineering
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Diagnóstico para el crecimiento sostenido de la matrícula de la Maestría en Ciencia de Datos del ITESO
2026 · Carrasco-Navarro, Rocío · ITESO Institutional Repository (ReI) (Western Institute of Technology and Higher Education)
Phymastichus–Hypothenemus Algorithm for Minimizing and Determining the Number of Pinned Nodes in Pinning Control of Complex Networks
2025 · Jorge A. Lizarraga, Alberto J. Pita, et al. · Algorithms
Workspace Definition in Parallelogram Manipulators: A Theoretical Framework Based on Boundary Functions
2025 · Luis F. Luque-Vega, Jorge A. Lizarraga, et al. · Technologies
Works count: 27
Citation count: 225
H-index: 9
I10-index: 8
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