All Stories

  1. EEG-BCI Features Discrimination between Executed and Imagined Movements Based on FastICA, Hjorth Parameters, and SVM

    Article • Mathematics, October 2023, MDPI AG

    Juan Gabriel Avina-Cervantes

  2. Low-Cost Real-Time Control Platform with Embedded Isolated Electrical Sensors for Power Electronics

    Article • Electronics, August 2023, MDPI AG

    Juan Gabriel Avina-Cervantes

  3. Quantum angle encoding with learnable rotation applied to quantum–classical convolutional neural networks

    Article • Applied Soft Computing, July 2023, Elsevier

    Juan Gabriel Avina-Cervantes

  4. Motor Imagery Multi-Tasks Classification for BCIs Using the NVIDIA Jetson TX2 Board and the EEGNet Network

    Article • Sensors, April 2023, MDPI AG

    Juan Gabriel Avina-Cervantes

  5. Automatic Design of Metaheuristics for Practical Engineering Applications

    Article • IEEE Access, January 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Ivan Amaya, Juan Gabriel Avina-Cervantes

  6. Dynamic Analysis for the Physically Correct Model of a Fractional-Order Buck-Boost Converter

    Article • November 2022, MDPI AG

    Ivan Amaya, Juan Gabriel Avina-Cervantes

  7. LRSE-Net: Lightweight Residual Squeeze-and-Excitation Network for Stenosis Detection in X-ray Coronary Angiography

    Article • Electronics, November 2022, MDPI AG

    Juan Gabriel Avina-Cervantes

  8. On removing conflicts for machine learning

    Article • Expert Systems with Applications, November 2022, Elsevier

    Juan Gabriel Avina-Cervantes

  9. An efficient computational method for anisotropic thermal conductivity estimation

    Article • Journal of Thermal Analysis and Calorimetry, October 2022, Springer Science + Business Media

    Juan Gabriel Avina-Cervantes

  10. Handwriting Recognition Based on 3D Accelerometer Data by Deep Learning

    Article • Applied Sciences, July 2022, MDPI AG

    Juan Gabriel Avina-Cervantes

  11. Improving Motor Imagery EEG Classification Based on Channel Selection Using a Deep Learning Architecture

    Article • Mathematics, July 2022, MDPI AG

    Juan Gabriel Avina-Cervantes

  12. Attention Mechanisms Evaluated on Stenosis Detection using X-ray Angiography Images

    Article • Journal of Advances in Applied & Computational Mathematics, May 2022, Avanti Publishers

    Juan Gabriel Avina-Cervantes

  13. Empirical Mode Decomposition and a Bidirectional LSTM Architecture Used to Decode Individual Finger MI-EEG Signals

    Article • Journal of Advances in Applied & Computational Mathematics, May 2022, Avanti Publishers

    Juan Gabriel Avina-Cervantes

  14. Scalable Visible Light Indoor Positioning System Using RSS

    Article • Mathematics, May 2022, MDPI AG

    Juan Gabriel Avina-Cervantes

  15. Hybrid classical–quantum Convolutional Neural Network for stenosis detection in X-ray coronary angiography

    Article • Expert Systems with Applications, March 2022, Elsevier

    Juan Gabriel Avina-Cervantes

  16. Imaginary Finger Movements Decoding Using Empirical Mode Decomposition and a Stacked BiLSTM Architecture

    Article • Mathematics, December 2021, MDPI AG

    Juan Gabriel Avina-Cervantes

  17. Hybrid Controller Based on LQR Applied to Interleaved Boost Converter and Microgrids under Power Quality Events

    Article • Energies, October 2021, MDPI AG

    Ivan Amaya, Juan Gabriel Avina-Cervantes

  18. Automatic Feature Selection for Stenosis Detection in X-ray Coronary Angiograms

    Article • Mathematics, October 2021, MDPI AG

    Juan Gabriel Avina-Cervantes

  19. Energy management system optimization in islanded microgrids: An overview and future trends

    Article • Renewable and Sustainable Energy Reviews, October 2021, Elsevier

    juan vasquez, Juan Gabriel Avina-Cervantes

  20. Image Encryption and Decryption System through a Hybrid Approach Using the Jigsaw Transform and Langton’s Ant Applied to Retinal Fundus Images

    Article • Axioms, September 2021, MDPI AG

    Juan Gabriel Avina-Cervantes

  21. FPGA-based architecture to estimate the input glucose in a dark fermenter using a super-twisting observer

    Article • Microprocessors and Microsystems, September 2021, Elsevier

    Juan Gabriel Avina-Cervantes

  22. Novel Calorimetric Approach for Thermal Analysis of Microelectronic Devices

    Article • IEEE Transactions on Components Packaging and Manufacturing Technology, September 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Juan Gabriel Avina-Cervantes

  23. Segmentation of brain tumour in 3D Intraoperative Ultrasound imaging

    Article • International Journal of Medical Robotics and Computer Assisted Surgery, August 2021, Wiley

    Juan Gabriel Avina-Cervantes

  24. Motor Imagery Classification Based on a Recurrent-Convolutional Architecture to Control a Hexapod Robot

    Article • Mathematics, March 2021, MDPI AG

    Juan Gabriel Avina-Cervantes

  25. Optimization-Based Strategies for Optimal Inverse Parameters Estimation for Heat Transfer Systems

    Article • IEEE Access, January 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Juan Gabriel Avina-Cervantes

  26. Transfer Learning for Humanoid Robot Appearance-Based Localization in a Visual Map

    Article • IEEE Access, January 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Juan Gabriel Avina-Cervantes

  27. Linearly Decoupled Control of a Dynamic Voltage Restorer without Energy Storage

    Article • Mathematics, October 2020, MDPI AG

    Juan Gabriel Avina-Cervantes

  28. Transfer Learning for Stenosis Detection in X-ray Coronary Angiography

    Article • Mathematics, September 2020, MDPI AG

    Juan Gabriel Avina-Cervantes

  29. Hybrid LQR-PI Control for Microgrids under Unbalanced Linear and Nonlinear Loads

    Article • Mathematics, July 2020, MDPI AG

    Juan Gabriel Avina-Cervantes

  30. Algorithmic Analysis of Vesselness and Blobness for Detecting Retinopathies Based on Fractional Gaussian Filters

    Article • Mathematics, May 2020, MDPI AG

    Juan Gabriel Avina-Cervantes

  31. Differential Neural Networks (DNN)

    Article • IEEE Access, January 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Juan Gabriel Avina-Cervantes

  32. Conic sections fitting in disperse data using Differential Evolution

    Article • Applied Soft Computing, December 2019, Elsevier

    Juan Gabriel Avina-Cervantes

  33. Fractional Calculus-Based Processing for Feature Extraction in Harmonic-Polluted Fault Monitoring Systems

    Article • Energies, September 2019, MDPI AG

    Juan Gabriel Avina-Cervantes

  34. Parallel Hierarchical Genetic Algorithm for Scattered Data Fitting through B-Splines

    Article • Applied Sciences, June 2019, MDPI AG

    Juan Gabriel Avina-Cervantes

  35. Four-Step Current Commutation Strategy for a Matrix Converter Based on Enhanced-PWM MCU Peripherals

    Article • Electronics, May 2019, MDPI AG

    Juan Gabriel Avina-Cervantes

  36. Matrix Converter Based on SVD Modulation Using a Microcontroller as Unique Controlling Device

    Article • IEEE Access, January 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Juan Gabriel Avina-Cervantes

  37. Blood vessel segmentation in retinal fundus images using Gabor filters, fractional derivatives, and Expectation Maximization

    Article • Applied Mathematics and Computation, December 2018, Elsevier

    Juan Gabriel Avina-Cervantes

  38. A closed form expression for the Gaussian–based Caputo–Fabrizio fractional derivative for signal processing applications

    Article • Communications in Nonlinear Science and Numerical Simulation, August 2018, Elsevier

    Juan Gabriel Avina-Cervantes

  39. Coronary artery segmentation in X-ray angiograms using gabor filters and differential evolution

    Article • Applied Radiation and Isotopes, August 2018, Elsevier

    Juan Gabriel Avina-Cervantes

  40. Patient-specific model-based segmentation of brain tumors in 3D intraoperative ultrasound images

    Article • International Journal of Computer Assisted Radiology and Surgery, January 2018, Springer Science + Business Media

    Juan Gabriel Avina-Cervantes

  41. Analysis of Data Sets With Learning Conflicts for Machine Learning

    Article • IEEE Access, January 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Mario-Alberto Ibarra-Manzano, Juan Gabriel Avina-Cervantes

  42. Automatic selection of localized region-based active contour models using image content analysis applied to brain tumor segmentation

    Article • Computers in Biology and Medicine, December 2017, Elsevier

    Dr. Mario-Alberto Ibarra-Manzano, Juan Gabriel Avina-Cervantes

  43. Design of Microelectronic Cooling Systems Using a Thermodynamic Optimization Strategy Based on Cuckoo Search

    Article • IEEE Transactions on Components Packaging and Manufacturing Technology, November 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Ivan Amaya, Juan Gabriel Avina-Cervantes

  44. Primary study on the stochastic spiral optimization algorithm

    Article • November 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Juan Gabriel Avina-Cervantes

  45. Fusion of Intraoperative 3D B-mode and Contrast-Enhanced Ultrasound Data for Automatic Identification of Residual Brain Tumors

    Article • Applied Sciences, April 2017, MDPI AG

    Juan Gabriel Avina-Cervantes

  46. Localized active contour model with background intensity compensation applied on automatic MR brain tumor segmentation

    Article • Neurocomputing, January 2017, Elsevier

    Juan Gabriel Avina-Cervantes

  47. Fast Parabola Detection Using Estimation of Distribution Algorithms

    Article • Computational and Mathematical Methods in Medicine, January 2017, Hindawi Publishing Corporation

    Juan Gabriel Avina-Cervantes

  48. Methodology for fault detection in induction motors via sound and vibration signals

    Article • Mechanical Systems and Signal Processing, January 2017, Elsevier

    Juan Gabriel Avina-Cervantes

  49. Multiple signal classification based on automatic order selection method for broken rotor bar detection in induction motors

    Article • Electrical Engineering, November 2016, Springer Science + Business Media

    Juan Gabriel Avina-Cervantes

  50. Guitar audio signal classification by collapsed Pitch Class Profile

    Article • November 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Juan Gabriel Avina-Cervantes

  51. Active contours driven by Cuckoo Search strategy for brain tumour images segmentation

    Article • Expert Systems with Applications, September 2016, Elsevier

    Juan Gabriel Avina-Cervantes

  52. Vascular Structure Identification in Intraoperative 3D Contrast-Enhanced Ultrasound Data

    Article • Sensors, April 2016, MDPI AG

    Juan Gabriel Avina-Cervantes

  53. Automatic segmentation of coronary arteries using Gabor filters and thresholding based on multiobjective optimization

    Article • Biomedical Signal Processing and Control, March 2016, Elsevier

    Juan Gabriel Avina-Cervantes

  54. Automatic brain tumor tissue detection based on hierarchical centroid shape descriptor in Tl-weighted MR images

    Article • February 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Juan Gabriel Avina-Cervantes

  55. Automatic bone segmentation by a Gaussian modeled threshold

    Article • January 2016, American Institute of Physics

    Juan Gabriel Avina-Cervantes

  56. Segmentation of Coronary Angiograms Using Gabor Filters and Boltzmann Univariate Marginal Distribution Algorithm

    Article • Computational Intelligence and Neuroscience, January 2016, Hindawi Publishing Corporation

    Juan Gabriel Avina-Cervantes

  57. A CPG system based on spiking neurons for hexapod robot locomotion

    Article • Neurocomputing, December 2015, Elsevier

    Dr. Mario-Alberto Ibarra-Manzano, Juan Gabriel Avina-Cervantes

  58. Design of an Optimal Heat Sink for Microelectronic Devices Using Entropy Generation Minimization

    Article • October 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Ivan Amaya, Juan Gabriel Avina-Cervantes

  59. Evaluation of thermal patterns and distribution applied to the study of diabetic foot

    Article • May 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Juan Gabriel Avina-Cervantes

  60. Automatic Curve Fitting Based on Radial Basis Functions and a Hierarchical Genetic Algorithm

    Article • Mathematical Problems in Engineering, January 2015, Hindawi Publishing Corporation

    Juan Gabriel Avina-Cervantes

  61. Comparative Study of Time-Frequency Decomposition Techniques for Fault Detection in Induction Motors Using Vibration Analysis during Startup Transient

    Article • Shock and Vibration, January 2015, Hindawi Publishing Corporation

    Juan Gabriel Avina-Cervantes

  62. Guitar Chords Classification Using Uncertainty Measurements of Frequency Bins

    Article • Mathematical Problems in Engineering, January 2015, Hindawi Publishing Corporation

    Juan Gabriel Avina-Cervantes

  63. Pitch estimation for musical note recognition using Artificial Neural Networks

    Article • February 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Juan Gabriel Avina-Cervantes

  64. Quantitative Estimation of Temperature Variations in Plantar Angiosomes: A Study Case for Diabetic Foot

    Article • Computational and Mathematical Methods in Medicine, January 2014, Hindawi Publishing Corporation

    Juan Gabriel Avina-Cervantes

  65. Principal component analysis for speed limit Traffic Sign Recognition

    Article • November 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Juan Gabriel Avina-Cervantes

  66. Fast and Accurate Cell Tracking by a Novel Optical-Digital Hybrid Method

    Article • International Journal of Thermophysics, June 2013, Springer Science + Business Media

    Dr. Mario-Alberto Ibarra-Manzano, Juan Gabriel Avina-Cervantes

  67. Pattern Recognition in Photoacoustic Dataset

    Article • International Journal of Thermophysics, May 2013, Springer Science + Business Media

    Juan Gabriel Avina-Cervantes

  68. Noisy data fitting with B-splines using hierarchical genetic algorithm

    Article • March 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Juan Gabriel Avina-Cervantes

  69. Unsupervised Cardiac Image Segmentation via Multiswarm Active Contours with a Shape Prior

    Article • Computational and Mathematical Methods in Medicine, January 2013, Hindawi Publishing Corporation

    Dr. Mario-Alberto Ibarra-Manzano, Juan Gabriel Avina-Cervantes

  70. Automatic Image Segmentation Using Active Contours with Univariate Marginal Distribution

    Article • Mathematical Problems in Engineering, January 2013, Hindawi Publishing Corporation

    Juan Gabriel Avina-Cervantes

  71. B-spline Surface Approximation Using Hierarchical Genetic Algorithm

    Article • January 2013, Springer Science + Business Media

    Juan Gabriel Avina-Cervantes

  72. Eigen-Gradients for Traffic Sign Recognition

    Article • Mathematical Problems in Engineering, January 2013, Hindawi Publishing Corporation

    Juan Gabriel Avina-Cervantes

  73. Human Heart Segmentation Based on Differential Evolution and Active Contours with Shape Prior

    Article • January 2013, Springer Science + Business Media

    Juan Gabriel Avina-Cervantes

  74. Multiple Active Contours Driven by Particle Swarm Optimization for Cardiac Medical Image Segmentation

    Article • Computational and Mathematical Methods in Medicine, January 2013, Hindawi Publishing Corporation

    Juan Gabriel Avina-Cervantes

  75. Multiple Active Contours Guided by Differential Evolution for Medical Image Segmentation

    Article • Computational and Mathematical Methods in Medicine, January 2013, Hindawi Publishing Corporation

    Juan Gabriel Avina-Cervantes

  76. Segmentation of Heart in Computed Tomography Images using Swarm and Evolutionary Active Contours

    Article • January 2013, ACTA Press

    Juan Gabriel Avina-Cervantes

  77. Traffic Sign Recognition Based on Linear Discriminant Analysis

    Article • January 2013, Springer Science + Business Media

    Juan Gabriel Avina-Cervantes

  78. Digital Image Processing Technique for Breast Cancer Detection

    Article • International Journal of Thermophysics, October 2012, Springer Science + Business Media

    Juan Gabriel Avina-Cervantes

  79. Fabrication of Mach-Zehnder interferometers with conventional fiber optics in detection applications of micro-displacement and liquids

    Article • September 2012, SPIE

    Juan Gabriel Avina-Cervantes

  80. Nano‐droplet formation in polymer dispersed liquid crystals

    Article • physica status solidi c, April 2012, Wiley

    Juan Gabriel Avina-Cervantes

  81. Reduction of temporal complexity in Markov decision processes

    Article • February 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Juan Gabriel Avina-Cervantes

  82. Implementation and Test of Appearance-Based Vision Algorithms Using High-Level Synthesis in FPGA

    Article • November 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Mario-Alberto Ibarra-Manzano, Juan Gabriel Avina-Cervantes

  83. New prioritized value iteration for Markov decision processes

    Article • Artificial Intelligence Review, May 2011, Springer Science + Business Media

    Juan Gabriel Avina-Cervantes

  84. Analysis of self-similar data by artificial neural networks

    Article • April 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Juan Gabriel Avina-Cervantes

  85. 3D city models: Mapping approach using LIDAR technology

    Article • February 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Juan Gabriel Avina-Cervantes

  86. Combination of acceleration procedures for solving stochastic shortest-path Markov decision processes

    Article • November 2010, Institute of Electrical & Electronics Engineers (IEEE)

    Juan Gabriel Avina-Cervantes

  87. Two-dimensional cell tracking by FPGA-optical correlation method

    Article • June 2009, SPIE

    Juan Gabriel Avina-Cervantes

  88. Using Complex Neural Networks on Noise Cancelling

    Article • October 2008, Institute of Electrical & Electronics Engineers (IEEE)

    Juan Gabriel Avina-Cervantes

  89. Boosting for Image Interpretation by Using Natural Features

    Article • October 2008, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Mario-Alberto Ibarra-Manzano, Juan Gabriel Avina-Cervantes

  90. Reducing Computational Complexity in Markov Decision Processes Using Abstract Actions

    Article • October 2008, Institute of Electrical & Electronics Engineers (IEEE)

    Juan Gabriel Avina-Cervantes

  91. Access Control System Using an Embedded System and Radio Frequency Identification Technology

    Article • September 2008, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Mario-Alberto Ibarra-Manzano, Juan Gabriel Avina-Cervantes

  92. Evolution of bright to dark photonic lattices in nonlinear medium type Kerr

    Article • September 2008, Institute of Electrical & Electronics Engineers (IEEE)

    Juan Gabriel Avina-Cervantes

  93. Cells Tracking by Snakes

    Article • January 2008, American Institute of Physics

    Juan Gabriel Avina-Cervantes

  94. Cell recognition and tracking using nonlinear cross-correlation

    Article • January 2008, Institute of Electrical & Electronics Engineers (IEEE)

    Juan Gabriel Avina-Cervantes

  95. Cell tracking by normalized cross-correlation with image processing

    Article • January 2008, Institute of Electrical & Electronics Engineers (IEEE)

    Juan Gabriel Avina-Cervantes

  96. Color Texture Histograms for Natural Images Interpretation

    Article • November 2007, Institute of Electrical & Electronics Engineers (IEEE)

    Juan Gabriel Avina-Cervantes

  97. Image Processing for in Vitro Cell Tracking

    Article • January 2007, Springer Science + Business Media

    Juan Gabriel Avina-Cervantes

  98. Detection of Biological Cells in Phase-Contrast Microscopy Images

    Article • November 2006, Institute of Electrical & Electronics Engineers (IEEE)

    Juan Gabriel Avina-Cervantes

  99. Photonic Band-Gaps in Periodic Lattices Arrays

    Article • June 2006, Institute of Electrical & Electronics Engineers (IEEE)

    Juan Gabriel Avina-Cervantes

  100. A Practical and Cheap Circuit for ECG Sensing and Heart Frequency Alarm

    Article • January 2006, American Institute of Physics

    Juan Gabriel Avina-Cervantes

  101. Detection of biological cells in phase-contrast video microscopy

    Article • January 2006, Institute of Electrical & Electronics Engineers (IEEE)

    Juan Gabriel Avina-Cervantes

  102. Frequency, time-frequency and wavelet analysis of ECG signal

    Article • January 2006, Institute of Electrical & Electronics Engineers (IEEE)

    Juan Gabriel Avina-Cervantes

  103. Glucose Optical Fiber Sensor Based on Sol-Gel Technique with Ruthenium (III) Chloride Hydrate and Glucose Oxidase Enzyme

    Article • January 2006, American Institute of Physics

    Juan Gabriel Avina-Cervantes

  104. Design and characterization of pH sensor based on sol–gel silica layer on plastic optical fiber

    Article • Sensors and Actuators B Chemical, May 2005, Elsevier

    Juan Gabriel Avina-Cervantes

  105. Detection of Closure Features in Gray-Level Images by Using Support Vector Machines

    Article • Telecommunications and Radio Engineering, January 2005, Begell House

    Dr. Mario-Alberto Ibarra-Manzano, Juan Gabriel Avina-Cervantes

  106. Performance Evaluation of a Segmentation Algorithm for Synthetic Texture Images

    Article • January 2005, Springer Science + Business Media

    Juan Gabriel Avina-Cervantes

  107. Towards landmine detection using artificial vision

    Article • January 2005, Institute of Electrical & Electronics Engineers (IEEE)

    Juan Gabriel Avina-Cervantes

  108. Total internal reflection of spatial solitons at interface formed by a nonlinear saturable and a linear medium

    Article • Optics Communications, June 2001, Elsevier

    Juan Gabriel Avina-Cervantes

  109. Experimental evidence of internal reflection of two-dimensional beam in photorefractive (SBN61:Ce) interface

    Article • December 2000, SPIE

    Juan Gabriel Avina-Cervantes

  110. Robot Visual Navigation in Semi-structured Outdoor Environments

    Article • Institute of Electrical & Electronics Engineers (IEEE)

    Juan Gabriel Avina-Cervantes

  111. Stochastic optical solitons in nonlinear media type kerr

    Article • Institute of Electrical & Electronics Engineers (IEEE)

    Juan Gabriel Avina-Cervantes