Israel Cruz-Vega

Orcid: 0000-0003-0380-0233

According to our database1, Israel Cruz-Vega authored at least 33 papers between 2007 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
Enhanced FPGA implementation of Echo State Networks for chaotic time series prediction.
Integr., 2023

Nuclear Cataract Database for Biomedical and Machine Learning Applications.
IEEE Access, 2023

A Review on Protection and Cancelable Techniques in Biometric Systems.
IEEE Access, 2023

2022
An Immersion and Invariance Controller for Aerial Manipulation.
Unmanned Syst., 2022

Cooperative Chaotic Exploration with UAVs Combining Pheromone Dispersion and Hopfield Chaotic Neural Network.
Proceedings of the Advances in Computational Intelligence, 2022

2020
Chaotic Image Encryption Using Hopfield and Hindmarsh-Rose Neurons Implemented on FPGA.
Sensors, 2020

Deep Learning Classification for Diabetic Foot Thermograms.
Sensors, 2020

Classifiers Ensemble of HMM and d-Vectors in Biometric Speaker Verification.
Proceedings of the Advances in Soft Computing, 2020

2019
Real-Time Monocular Vision-Based UAV Obstacle Detection and Collision Avoidance in GPS-Denied Outdoor Environments Using CNN MobileNet-SSD.
Proceedings of the Advances in Soft Computing, 2019

A comparison of intelligent classifiers of thermal patterns in diabetic foot.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2019

2018
Surrogate modeling based on granular models and fuzzy aptitude functions.
Appl. Soft Comput., 2018

On Bernoulli-Euler modeling of an immersed beam for axisymmetric container parameters measurement.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2018

Direct torque control of a PMSM-drive for electric vehicle applications.
Proceedings of the International Conference on Electronics, Communications and Computers, 2018

A deep learning approach towards autonomous flight in forest environments.
Proceedings of the International Conference on Electronics, Communications and Computers, 2018

Surrogate Model Management in Genetic Algorithms with Fuzzy Controllers.
Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018

2017
Spectral Characterization of Content Level Based on Acoustic Resonance: Neural Network and Feedforward Fuzzy Net Approaches.
Proceedings of the Nature-Inspired Design of Hybrid Intelligent Systems, 2017

An online and incremental GRLVQ algorithm for prototype generation based on granular computing.
Soft Comput., 2017

Surrogate modeling and knowledge extraction in ga applied to a parameter's estimation case.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

FPGA-based broken bar detection on IM using OMP algorithm.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2017

Automatic stellar spectral classification with multiple intelligent classifiers.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2017

2016
Surrogate modeling based on an adaptive network and granular computing.
Soft Comput., 2016

FPGA implementation of Orthogonal Matching Pursuit algorithm.
Proceedings of the 13th International Conference on Electrical Engineering, 2016

Intelligent identification of induction motor conditions at several mechanical loads.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2016

Genetic algorithms based on a granular surrogate model and fuzzy aptitude functions.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

2015
A note on "Adaptive fuzzy fitness granulation for evolutionary optimization".
Int. J. Approx. Reason., 2015

Improved Learning Rule for LVQ Based on Granular Computing.
Proceedings of the Pattern Recognition - 7th Mexican Conference, 2015

2014
Adaptive-surrogate based on a neuro-fuzzy network and granular computing.
Proceedings of the Genetic and Evolutionary Computation Conference, 2014

2013
Structure identification and adaptive control of neuro-fuzzy systems by a non-parametric regression technique.
Proceedings of the 23rd International Conference on Electronics, 2013

2012
Indirect Adaptive Control with Fuzzy Neural Networks via Kernel Smoothing.
Proceedings of the Advances in Computational Intelligence, 2012

2010
Multiple fuzzy neural networks modeling with sparse data.
Neurocomputing, 2010

Multiple fuzzy neural networks modeling on sparse data based on a nonparametric regression technique.
Proceedings of the IEEE International Conference on Information Reuse and Integration, 2010

Multiple fuzzy neural networks modeling with sparse data.
Proceedings of the FUZZ-IEEE 2010, 2010

2007
Sliding Mode Control of a Hydrocarbon Degradation in Biopile System Using Recurrent Neural Network Model.
Proceedings of the MICAI 2007: Advances in Artificial Intelligence, 2007


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