Israel Cruz-Vega

National Institute of Astrophysics, Optics and Electronics — Mexico

Computer Science · Physical Sciences

13h-index751citations54works4.52yr avg
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Research Topics

Neural Networks and Applications(13), Robotic Path Planning Algorithms(10), Metaheuristic Optimization Algorithms Research(6), Robotics and Sensor-Based Localization(6), Chaos control and synchronization(5)

Publications54 total

Predefined-time control design for tracking chaotic trajectories around a contour with an UAV
Expert Systems with Applications·2024· 4 cited
Optimization of UAV Flight Controllers for Trajectory Tracking by Metaheuristics
2024
Family of controllers for predefined-time synchronization of Lorenz-type systems and the Raspberry Pi-based implementation
Chaos Solitons & Fractals·2024· 11 cited
Real-Time Multiplatform Emotion Classification Using CNN in a Fog Computing Environment
IEEE Access·2024· 3 citedOpen Access
Enhanced FPGA implementation of Echo State Networks for chaotic time series prediction
Integration·2023· 11 cited
Predefined-Time Control Design for Tracking Chaotic Trajectories Around a Contour with an Uav
SSRN Electronic Journal·2023Open Access
A Review on Protection and Cancelable Techniques in Biometric Systems
IEEE Access·2023· 48 citedOpen Access
Nuclear Cataract Database for Biomedical and Machine Learning Applications
IEEE Access·2023· 7 citedOpen Access
On the Optimization of Machine Learning Techniques for Chaotic Time Series Prediction
Electronics·2022· 13 citedOpen Access
Optimizing Echo State Networks for Enhancing Large Prediction Horizons of Chaotic Time Series
Mathematics·2022· 16 citedOpen Access
An Immersion and Invariance Controller for Aerial Manipulation
Unmanned Systems·2022· 4 cited
Optimization of fractional-order chaotic cellular neural networks by metaheuristics
The European Physical Journal Special Topics·2022· 21 citedOpen Access
Cooperative Chaotic Exploration with UAVs Combining Pheromone Dispersion and Hopfield Chaotic Neural Network
Lecture notes in computer science·2022· 3 cited
Kalman observers in estimating the states of chaotic neurons for image encryption under MQTT for IoT protocol
The European Physical Journal Special Topics·2021· 11 cited
Synchronization of chaotic artificial neurons and its application to secure image transmission under MQTT for IoT protocol
Nonlinear Dynamics·2021· 33 cited
On signal variability of ECG-based biometric system under practical considerations
2021· 5 cited
Aerial Interaction Control in Outdoor Environments for a Micro Aerial Vehicle Equipped with a Robotic Arm
2020
Cataract Detection and Classification Systems Using Computational Intelligence: A Survey
Archives of Computational Methods in Engineering·2020· 11 cited
Deep Learning Classification for Diabetic Foot Thermograms
Sensors·2020· 128 citedOpen Access
Chaotic Image Encryption Using Hopfield and Hindmarsh–Rose Neurons Implemented on FPGA
Sensors·2020· 76 citedOpen Access
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Frequent Co-authors

Jose Rangel‐Magdaleno(23), Juan Manuel Ramírez-Cortés(21), Hayde Peregrina‐Barreto(12), Esteban Tlelo‐Cuautle(9), Jonathan Daniel Díaz-Muñoz(8), Pilar Gómez‐Gil(7), José Martínez-Carranza(7), Astrid Maritza González-Zapata(6), Hugo Jair Escalante(6), Aarón López Luna(5), Oscar Martínez‐Fuentes(4), Roberto Morales‐Caporal(3), Luis Gerardo de la Fraga(3), Hans Israel Morales-Lopez(3), Walter D. Leon-Salas(2), Juan Carlos Bernal-Romero(2), Brisbane Ovilla-Martínez(2), Carlos Morales-Perez(2), Luis Moreno-Ahedo(2), D. Hernandez-Contreras(1)