Erick Franco-Gaona

ORCID: 0000-0003-0288-827X
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About
Contact & Profiles
Research Areas
  • Engineering and Information Technology
  • Knowledge Societies in the 21st Century
  • Business, Innovation, and Economy
  • Plant and soil sciences
  • Time Series Analysis and Forecasting
  • Cardiac Imaging and Diagnostics
  • Educational Technology and Assessment
  • Stock Market Forecasting Methods
  • Teaching and Learning Programming
  • Web Applications and Data Management
  • Intelligent Tutoring Systems and Adaptive Learning
  • E-Learning and Knowledge Management
  • Geochemistry and Geologic Mapping
  • EEG and Brain-Computer Interfaces
  • Online Learning and Analytics
  • Handwritten Text Recognition Techniques
  • Coronary Interventions and Diagnostics
  • Muscle activation and electromyography studies
  • Hand Gesture Recognition Systems
  • Innovative Teaching and Learning Methods
  • Neural Networks and Applications
  • Environmental and Ecological Studies
  • Regional Development and Innovation

Universidad de Guanajuato
2018-2025

Convolutional neural networks (CNNs) are widely used for image classification; however, setting the appropriate hyperparameters before training is subjective and time consuming, search space not properly explored. This paper presents a novel method automatic architecture based on an estimation of distribution algorithm (EDA) binary classification problems. The were coded in form due to nature metaheuristics stage CNN architectures which was performed using Boltzmann Univariate Marginal...

10.3390/math13040605 article EN cc-by Mathematics 2025-02-12

Providing timely and meaningful feedback of programming assignments to students is very important ensure a smooth learning curve. However, this can be time-consuming task for teachers instructors. There are some tools that already provide support grading assignments, integrated with management systems allow teaching staff manage all information in more effective way. In work, an analysis automatic Moodle carried out. A comparison these presented one them tested recommended its future...

10.1109/conisoft52520.2021.00031 article EN 2021-10-01

Reading Comprehension of Technical and Scientific texts in English is a very important skill for Engineering Students countries where it not the first language. comprehension cognitive process therefore data collection about this challenge. Think-aloud technique that has been used past to collect processes by asking participants verbalise their thinking while executing task interest. The aim work evaluate use think aloud as requirement gathering understanding reading technical scientific...

10.1109/conisoft55708.2022.00030 article EN 2022-10-01

En este artículo se presenta el trabajo en progreso del diseño de una aplicación móvil para asistir la recolección población árboles. La idea recolectar información sobre árboles inició como un proyecto local satisfacer las necesidades Departamento Estudios Multidisciplinarios reportar su inicial fotografías y datos los llevó acabo usando cámaras fotográficas registros manuales posición estos mapa croquis. Mientras esta solución cumplió con expectativas inicio, necesidad mantener actualizada...

10.47756/aihc.y3i1.47 article ES cc-by-nc-nd Avances en Interacción Humano-Computadora 2018-10-31

In this work, the design of an interactive electronic notebook application for extracting and classifying information elements such as diagrams, equations, tables, from smartpen handwritten notes is presented. The software development process based on IEEE ISO 9241-210: 2010 standard human-centered ISO/IEC 25040 efficient prototype evaluation. are manually outlined handwriting using geometrical figures, rectangles ellipses, then extracted. As a result, was developed following two stages: 1)...

10.1109/conisoft50191.2020.00040 article EN 2020-11-01
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