Author profile: Muñoz Saavedra, Luis
Institutional data
| Name | Muñoz Saavedra, Luis |
| Department | Arquitectura y Tecnología de Computadores |
| Knowledge area | Arquitectura y Tecnología de Computadores |
| Professional category | Profesor Sustituto Interino |
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Statistics
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No. publications
19
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No. visits
1384
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No. downloads
1015
| Publications |
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Article
 Designing and evaluating a wearable device for affective state level classification using machine learning techniques
(Elsevier, 2023-06-01)
The emotional or affective state has a direct impact not only on personal life, but also in the field of work, sports, ... |
Article
Non-small cell lung cancer diagnosis aid with histopathological images using Explainable Deep Learning techniques
(Elsevier, 2022-11-01)
Background: Lung cancer has the highest mortality rate in the world, twice as high as the second highest. On the other ... |
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 ... |
Article
On the feature extraction process in machine learning. An experimental study about guided versus non-guided process in falling detection systems
(Elsevier, 2022-09-01)
Falls are current events that can lead to severe injuries and even accidental deaths among the population, especially the ... |
Final Degree Project
Microcontroladores y FreeRTOS aplicado a sistemas de regadío
(2022-09-01)
En este proyecto se trata el control automático y eficaz de un sistema de riego. Para ello, se ha consultado los tipos de ... |
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 ... |
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 ... |
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 ... |
Article
On the feature extraction process in machine learning. An experimental study about guided versus non-guided process in falling detection systems
(Elsevier, 2022-01-01)
Falls are current events that can lead to severe injuries and even accidental deaths among the population, especially the ... |
Final Degree Project
Programación e implementación de un brazo robótico haciendo uso de las comunicaciones industriales para su control
(2021-07-01)
El objetivo de este proyecto ha sido crear un entorno de desarrollo sencillo y económico para un mejor entendimiento de ... |
Article
Does Two-Class Training Extract Real Features? A COVID-19 Case Study
(MDPI, 2021-01-01)
Diagnosis aid systems that use image analysis are currently very useful due to the large workload of health professionals ... |
Article
AnkFall—Falls, Falling Risks and Daily-Life Activities Dataset with an Ankle-Placed Accelerometer and Training Using Recurrent Neural Networks
(MDPI, 2021-01-01)
Falls are one of the leading causes of permanent injury and/or disability among the elderly. When these people live alone, ... |
Article
Affective State Assistant for Helping Users with Cognition Disabilities Using Neural Networks
(MDPI, 2020-09-01)
Non-verbal communication is essential in the communication process. This means that its lack can cause misinterpretations ... |
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 ... |
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 ... |
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 ... |
Article
Augmented and virtual reality evolution and future tendency
(MDPI, 2020-01-01)
Augmented reality and virtual reality technologies are increasing in popularity. Augmented reality has thrived to date ... |
Presentation
Sampling Frequency Evaluation on Recurrent Neural Networks Architectures for IoT Real-time Fall Detection Devices
(ScitePress Digital Library, 2019-01-01)
Falls are one of the most frequent causes of injuries in elderly people. Wearable Fall Detection Systems provided a ... |
Presentation
Diseño, configuración y evaluación de cluster de Raspberry pi para el procesamiento paralelo de vídeo
(Universidad de Extremadura, 2019-01-01)
En este trabajo se evalúa el uso de un clúster local, basado en Raspberry Pi, para el procesado paralelo de imágenes ... |