Browsing by Author "Muñoz Saavedra, Luis"
Now showing items 1-19 of 19
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Article
Affective State Assistant for Helping Users with Cognition Disabilities Using Neural Networks
(MDPI, 2020-09)Non-verbal communication is essential in the communication process. This means that its lack can cause misinterpretations ...
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Article
AnkFall—Falls, Falling Risks and Daily-Life Activities Dataset with an Ankle-Placed Accelerometer and Training Using Recurrent Neural Networks
(MDPI, 2021)Falls are one of the leading causes of permanent injury and/or disability among the elderly. When these people live alone, ...
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Article
Augmented and virtual reality evolution and future tendency
(MDPI, 2020-01)Augmented reality and virtual reality technologies are increasing in popularity. Augmented reality has thrived to date ...
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Article
Designing and evaluating a wearable device for affective state level classification using machine learning techniques
(Elsevier, 2023-06)The emotional or affective state has a direct impact not only on personal life, but also in the field of work, sports, ...
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Chapter of Book
Diseño y desarrollo de sistema IoT para el control y monitorización de personas
(3ciencias, 2022-02-03)Las TIC han avanzado sirviendo de apoyo a diferentes servicios, sin ser la salud una excepción. La telemedicina soluciona ...
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Presentation
Diseño, configuración y evaluación de cluster de Raspberry pi para el procesamiento paralelo de vídeo
(Universidad de Extremadura, 2019)En este trabajo se evalúa el uso de un clúster local, basado en Raspberry Pi, para el procesado paralelo de imágenes ...
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Article
Does Two-Class Training Extract Real Features? A COVID-19 Case Study
(MDPI, 2021-01)Diagnosis aid systems that use image analysis are currently very useful due to the large workload of health professionals ...
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Presentation
EMG-Controlled Robotic Prosthetic Arm With Neural Network Training
(IARIA XPS Press, 2020-03-22)The project consists of the creation of a roboticarm controlled remotely through a brace developed by ThalmicLabs, able ...
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PhD Thesis
Estudio y aplicación de la teoría psicofisiológica de la emoción para la detección y clasificación del estado afectivo del usuario mediante técnicas de Machine Learning para el apoyo en procesos de rehabilitación
(2022-10-14)En este trabajo se realiza una contribución a los sistemas automáticos de detección y clasificación de emociones, con el ...
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Presentation
Incremental Learning For Fundus Image Segmentation
(IARIA XPS Press, 2020-03-22)Automated Fundus image segmentation is tradition-ally done in the image acquisition instrument and, thus, in thiscase it ...
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Presentation
Lower-Limb Falling Detection System Using Gated Recurrent Neural Networks
(IARIA XPS Press, 2020-03-22)Accidental falls are one of the most common causes of premature disability and mortality related to unnatural causes. This ...
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Final Degree Project
Microcontroladores y FreeRTOS aplicado a sistemas de regadío
(2022-09)En este proyecto se trata el control automático y eficaz de un sistema de riego. Para ello, se ha consultado los tipos de ...
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Article
Non-small cell lung cancer diagnosis aid with histopathological images using Explainable Deep Learning techniques
(Elsevier, 2022-11)Background: Lung cancer has the highest mortality rate in the world, twice as high as the second highest. On the other ...
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Article
On the feature extraction process in machine learning. An experimental study about guided versus non-guided process in falling detection systems
(Elsevier, 2022-09)Falls are current events that can lead to severe injuries and even accidental deaths among the population, especially the ...
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Article
On the feature extraction process in machine learning. An experimental study about guided versus non-guided process in falling detection systems
(Elsevier, 2022)Falls are current events that can lead to severe injuries and even accidental deaths among the population, especially the ...
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Final Degree Project
Programación e implementación de un brazo robótico haciendo uso de las comunicaciones industriales para su control
(2021-07)El objetivo de este proyecto ha sido crear un entorno de desarrollo sencillo y económico para un mejor entendimiento de ...
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Presentation
Sampling Frequency Evaluation on Recurrent Neural Networks Architectures for IoT Real-time Fall Detection Devices
(ScitePress Digital Library, 2019)Falls are one of the most frequent causes of injuries in elderly people. Wearable Fall Detection Systems provided a ...
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Chapter of Book
Sistema integral de ayuda a la conducción mediante procesamiento con redes neuronales convolucionales
(3ciencias, 2022-02-03)Los sistemas de ayuda a la conducción han experimentado un gran auge en los últimos años, convirtiéndose en un punto ...
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Chapter of Book
Sistema lumínico para la medición de la reacción motora
(3ciencias, 2022-02-03)El mundo del deporte ha sufrido un gran cambio, llevando al extremo las exigencias físicas de los deportistas. Uno de los ...