• Desarrollo de una aplicación para el diagnóstico de diabetes tipo 2 utilizando aprendizaje máquina 

  Cisneros Vaca, Segundo Ruperto (Machala : Universidad Técnica de Machala, 2025)

  Diabetes is a chronic, long-term disease that poses a significant challenge to global public health. The American Diabetes Association (ADA) classifies it as a growing problem due to its association with severe complications ...
• Desarrollo de un prototipo de bajo costo para la identificación y clasificación de huevos de gallina con un sistema inteligente de aprendizaje profundo 

  Benavides Duran, Milton Genaro (Machala : Universidad Técnica de Machala, 2025)

  The evolution of technology and digital infrastructure has made it possible for artificial intelligence (AI) to be used as effective tools to solve industrial problems, allowing better optimization of resources. This study ...
• Desarrollo de una aplicación web para detectar cáncer de piel utilizando aprendizaje profundo 

  Farias Rivera, Fatima Katiuska (Machala : Universidad Técnica de Machala, 2025)

  The development of advanced technologies in healthcare is one of the most exciting and challenging areas of the 21st century. The application of deep learning for medical diagnosis represents a significant advance in the ...
• Implementación de un sistema de gestión de becas de la UTMACH con panel de control informativo 

  Berru Ayala, Jorge Boris (Machala : Universidad Técnica de Machala, 2025)

  The present degree project develops a scholarship management system with an informative dashboard designed to optimize administrative processes and analysis related to scholarship programs in educational institutions. This ...
• Implementación de un panel de control basado en información de los estudiantes de la UTMACH 

  Echeverría Alburqueque, Pedro Vidal (Machala : Universidad Técnica de Machala, 2024)

  According to the policies established by the agencies in charge of guaranteeing the quality of Higher Education in Ecuador, there is a need to implement mechanisms to eliminate barriers to access, permanence and completion ...
• Desarrollo de una aplicación móvil para clasificación de imágenes de Alzheimer mediante aprendizaje automático 

  Cuenca Moreno, Oscar Patricio (Machala : Universidad Técnica de Machala, 2024)

  According to the policies established by the agencies in charge of guaranteeing the quality of Higher Education in Ecuador, there is a need to implement mechanisms to eliminate barriers to access, permanence and completion ...
• Implementación de un panel de control de actividades Académicas de los docentes de la UTMACH 

  Araujo Sandoval, Orlen Ismael (Machala : Universidad Técnica de Machala, 2024)

  According to the policies established by the agencies in charge of guaranteeing the quality of Higher Education in Ecuador, there is a need to implement mechanisms to eliminate barriers to access, permanence and completion ...
• Metodología de ingeniería de requisitos del negocio y del producto de Software, con énfasis en el aseguramiento de la calidad 

  Santillán Villota, Cesar David (Machala: Universidad Técnica de Machala, 2023-08)

  For certain companies or micro-companies that provide software development services, despite the different methodologies, methods and existing project management, they often have problems carrying out requirements engineering ...
• Desarrollo de software de predicción de carga de energía basado en Machine Learning 

  Cuadros García, Paquita Alejandra (Machala: Universidad Técnica de Machala, 2023-08)

  This research focuses on the development of an electrical power charge prediction system to validate power behavior using Convolutional Neural Networks (CNN), Artificial Neural Networks (ANN) and Long and Short Term Memory ...
• Aplicación del aprendizaje automático en el análisis de cartera de una empresa pública de agua , alcantarillado y aseo 

  Miranda Gallegos, Jorge Luis (Machala: Universidad Técnica de Machala, 2023-08)

  Currently, new trends and technological innovations such as the application of machine learning are of great importance for companies and industries to promote efficiency in decision making. In this sense, the Public Water, ...
• Procesamiento de imágenes para la clasificación de granos de café por forma y color 

  Gonzabay Jiménez, Esteban Fabricio (Machala: Universidad Técnica de Machala, 2023-08)

  The present project focuses on the development of an image processing algorithm based on Convolutional Neural Networks (CNN) for the classification of coffee beans, aiming to distinguish between beans in good condition and ...
• Modelo de reconocimiento de rostros utilizando inteligencia artificial. Caso de estudio: Supervisión remota de exámenes en línea . 

  Quezada Centeno, Carlos Manuel (Machala: Universidad Técnica de Machala, 2023-08)

  In the context of the COVID-19 pandemic, the virtualization of traditional schools and hence online evaluation became a necessity to ensure the continuity of educational processes. However, identity fraud became a vulnerable ...
• Sistema de soporte de decisiones para el análisis del rendimiento académico de estudiantes universitarios, aplicando ciencia de datos. 

  Aguilar Encarnación, Pedro Stalyn (Machala : Universidad Técnica de Machala, 2023)

  Process management, for some time ago, entails a series of functional requirements where organizations present documentation awaiting immediate responses. The monitoring of these processes becomes confusing when it does ...
• Clasificación de la cobertura del suelo en la Provincia del Chimborazo mediante imágenes satelitales y aprendizaje automático 

  Quingue Guaminga, Luis Efrain (Machala : Universidad Técnica de Machala, 2023)

  In the province of Chimborazo, the lack of information and geographic studies carried out is one of the causes of the lack of information regarding the types of land cover. In the present work, the CART, RF, SVM classification ...
• Sistema de mesa de ayuda (help desk) aplicando un modelo de desarrollo de software ágil para gestionar acciones en un ambiente distribuido 

  Jara Obregón, Julio Enrique (Machala : Universidad Técnica de Machala, 2023)

  According to the policies established by the agencies in charge of guaranteeing the quality of Higher Education in Ecuador, there is a need to implement mechanisms to eliminate barriers to access, permanence and completion ...
• Análisis comparativo de metodologías de gestión de proyectos y de desarrollo de software. caso de estudio: gestión de proyectos de vinculación del ISTB 

  Gustavo Ivan, Buñay Gualoto (Machala : Universidad Técnica de Machala, 2023)

  According to the policies established by the agencies in charge of guaranteeing the quality of Higher Education in Ecuador, there is a need to implement mechanisms to eliminate barriers to access, permanence and completion ...
• Sistema informático mobile-learning con técnicas de gamificación aplicada a la educación financiera 

  Moposita Guangashi, Paúl Fernando (Machala: Universidad Tëcnica de Machala, 2022)

  Currently there is evidence of a lack of financial knowledge at a local and global level, in some cases the regulatory authorities have not established public policies, in any case they recognize these shortcomings and ...
• Sistema recomendador móvil para la contratación de servicios provisionales de proveedores y clientes 

  Caraguay Caraguay, Leonardo Favio (Machala: Universidad Tëcnica de Machala, 2022)

  The last decade has been marked by dramatic changes in the way cell phones have influenced culture. For some time, technology was the privilege of some, but this paradigm has been overcome thanks to the many changes that ...
• Sistema recomendador móvil para la contratación de servicios provisionales de proveedores y clientes 

  Caraguay Caraguay, Leonardo Favio (Machala: Universidad Tëcnica de Machala, 2022)

  The last decade has been marked by dramatic changes in the way cell phones have influenced culture. For some time, technology was the privilege of some, but this paradigm has been overcome thanks to the many changes that ...
• Desarrollo e implementación de un sistema de gestión de acceso a laboratorios remotos en un entorno de internet de las cosas 

  Valarezo Paz, Kevin Adrián (Machala: Universidad Tëcnica de Machala, 2022)

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