John W. Branch

Universidad Nacional de Colombia — Colombia

Earth and Planetary Sciences · Physical Sciences

22h-index2.2kcitations273works2.32yr avg
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Research Topics

3D Surveying and Cultural Heritage(24), Optical measurement and interference techniques(22), Advanced Numerical Analysis Techniques(21), Industrial Vision Systems and Defect Detection(20), 3D Shape Modeling and Analysis(18)

Publications273 total

Architectural patterns for health information systems: a systematic review
Frontiers in Digital Health·2025Open Access
Dataset on higher education access and population distribution in seven campuses in Colombia
Data in Brief·2025Open Access
Evaluation of the Use and Acceptance of an AR Mobile App in High School Students Using the TAM Model
Information·2025· 1 citedOpen Access
Street-level imagery dataset for the detection of informal vendors in urban environment
Data in Brief·2025· 1 citedOpen Access
Antimicrobial Peptides Design Using Deep Learning and Rational Modifications: Activity in Bacteria, Candida albicans, and Cancer Cells
Current Microbiology·2025· 3 citedOpen Access
An Application of Deep Learning Models for the Detection of Cocoa Pods at Different Ripening Stages: An Approach with Faster R-CNN and Mask R-CNN
Computation·2025· 1 citedOpen Access
Machine learning framework for predicting urban road speed profiles and uncertainty
International Journal of Transportation Science and Technology·2025· 2 citedOpen Access
ColombiaTuitionSET: Labeled dataset for exploring socioeconomic status, career selection, and tuition fees at a Colombian public university
Data in Brief·2024Open Access
Diseño de un modelo adaptativo de IGU en un sistema LMS a partir del registro de emociones y expresiones faciales del usuario, usando técnicas de Machine Learning bajo métricas de Experiencias de Usuario (UX)
2024Open Access
La Arquitectura de Referencia como Clave para Resolver Desafíos en Campus Virtuales de Educación Superior
2024· 1 citedOpen Access
GOOSE Secure: A Comprehensive Dataset for In-Depth Analysis of GOOSE Spoofing Attacks in Digital Substations
Energies·2024· 5 citedOpen Access
Estimating traffic congestion cost uncertainty using a bootstrap scheme
Transportation Research Part D Transport and Environment·2024· 6 citedOpen Access
Importancia de la gestión del tráfico como una primera medida de ciberseguridad en redes inteligentes
Encuentro Internacional de Educación en Ingeniería·2024Open Access
GOOSE Secure: A Comprehensive Dataset for In-Depth Analysis of GOOSE Spoofing Attacks in Digital Substations
Preprints.org·2024· 3 citedOpen Access
A Method Based on Deep Learning for the Detection and Characterization of Cybersecurity Incidents in Internet of Things Devices
2024· 2 cited
OnionFoliageSET: Labeled dataset for small onion and foliage flower crop detection
Data in Brief·2024· 1 citedOpen Access
A Method for In-Loop Video Coding Restoration
Electronics·2024· 1 citedOpen Access
Image classification on smart agriculture platforms: Systematic literature review
Artificial Intelligence in Agriculture·2024· 21 citedOpen Access
Antimicrobial peptides designed by computational analysis of proteomes
Antonie van Leeuwenhoek·2024· 8 cited
Enabling Digital Competencies Appropriation at Universidad Nacional de Colombia Through Digital Transformation Chair
Lecture notes in educational technology·2024
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Frequent Co-authors

Alejandro Restrepo-Martínez(9), Daniel Burgos(8), Germán Sánchez Torres(6), Carlos Mera(5), Jorge E. Espinosa(4), Sergio A. Velastín(4), Pierre Boulanger(4), Mauricio Orozco‐Alzate(4), Juan Carlos Briñez de León(4), Jovani Alberto Jiménez Builes(3), Martín Darío Arango Serna(3), Antonio Amores-Valencia(3), Esmeide Leal(3), Juan Felipe Restrepo-Arias(3), Lina María Castro Benavides(2), Domingo Mery(2), Flavio Prieto(2), Camilo Laiton-Bonadiez(2), Julián Andrés Zapata-Cortés(2), Edwin Paipa-Sanabria(2)