PhD.Heydy Castillejos

Research professor, Universidad Autónoma del Estado de Hidalgo

Weston, Florida, United States of America

Research Expertise

Image and signal processing
boimedical signals
segmentation
classification
CAD
Modeling and Simulation
Applied Mathematics
Fluid Flow and Transfer Processes
Process Chemistry and Technology
Computer Science Applications
Instrumentation

About

Results-oriented professional with over 15 years of experience in research and teaching. Skilled in Python, MATLAB programming, image processing, and telecommunications. Demonstrated ability to work under pressure, manage time effectively, and solve complex problems. Successfully advised doctoral candidates on data analysis methods, authored multiple peer-reviewed journal articles, and secured funding for future research initiatives. Developed innovative curricula for advanced mathematics courses and utilized technology to enhance learning experiences. A fast learner with excellent written and verbal communication skills.

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Publications

Melanoma and Nevus Skin Lesion Classification Using Handcraft and Deep Learning Feature Fusion via Mutual Information Measures
Entropy
2020
Wavelet Transform Fuzzy Algorithms for Dermoscopic Image Segmentation
Computational and Mathematical Methods in Medicine
2012
An intelligent system for the diagnosis of skin cancer on digital images taken with dermoscopy
Acta Polytechnica Hungarica
2017
Fuzzy Filtering Method for Color Videos Corrupted by Additive Noise
The Scientific World Journal
2014
Written Documents Analyzed as Nature-Inspired Processes: Persistence, Anti-Persistence, and Random Walks—We Remember, as Along Came Writing—T. Holopainen
Applied Sciences
2020
Fuzzy Image Segmentation Algorithms in Wavelet Domain
Fuzzy Logic - Algorithms, Techniques and Implementations
2012
Clasificación de cáncer de piel utilizando aprendizaje profundo
Pädi Boletín Científico de Ciencias Básicas e Ingenierías del ICBI
2022
Human gait analysis based on automatic recognition: A review
Pädi Boletín Científico de Ciencias Básicas e Ingenierías del ICBI
2022
Clasificación de opiniones provenientes de la web considerando el uso de información de tipo personal
Pädi Boletín Científico de Ciencias Básicas e Ingenierías del ICBI
2022
Crouch Gait Analysis and Visualization Based on Gait Forward and Inverse Kinematics
Applied Sciences
2022
Análisis y desarrollo de una solución orientada a las redes celulares con énfasis en la seguridad automovilística y el Internet del Todo
Pädi Boletín Científico de Ciencias Básicas e Ingenierías del ICBI
2020
Wavelet Transform Segmentation Techniques Implemented on Digital Signal Processor
Физические основы приборостроения
2012
Image segmentation in wavelet domain using fuzzy logic
2011 8th International Conference on Electrical Engineering, Computing Science and Automatic Control
2011
Computer-aided diagnostic approach of dermoscopy images acquiring relevant features
Applications of Digital Image Processing XXXIX
2016
Image segmentation in wavelet transform space implemented on DSP
SPIE Proceedings
2012

Education

Instituto Politécnico Nacional

PhD, ESIME-CU / June, 2013

Mexico

Instituto Politécnico Nacional

MASTER IN SCIENCES, EIME-CU / July, 2009

Mexico

Universidad Autonoma del estado de Hidalgo

Bachelor, ICBI / December, 2006

MINERAL DE LA REFORMA

Experience

Universidad Autónoma del Estado de Hidalgo

Reasearch-Profesor / February, 2014June, 2023

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