NombreSoria Morillo, Luis Miguel
DepartamentoLenguajes y Sistemas Informáticos
Área de conocimientoLenguajes y Sistemas Informáticos
Categoría profesionalProfesor Titular de Universidad
Correo electrónicoSolicitar
           
  • Nº publicaciones

    45

  • Nº visitas

    5208

  • Nº descargas

    19387


 

Artículo
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Enhancing smart home appliance recognition with wavelet and scalogram analysis using data augmentation

Salazar González, José Luis; Luna Romera, José María; Carranza García, Manuel; Álvarez García, Juan Antonio; Soria Morillo, Luis Miguel (IOS Press, 2024)
The development of smart homes, equipped with devices connected to the Internet of Things (IoT), has opened up new ...
Artículo
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Two Decades of Assistive Technologies to Empower People with Disability: a Systematic Mapping Study

González Enríquez, José; Soria Morillo, Luis Miguel; García García, Julián Alberto; Álvarez García Juan Antonio (Taylor & Francis, 2023)
Purpose: Information and Communication Technologies have transformed our lives in different social areas, facilitating ...
Tesis Doctoral
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Sistemas de visión y localización aplicados a la seguridad física para una respuesta eficiente

Salazar González, José Luis; Álvarez García, Juan Antonio; Soria Morillo, Luis Miguel (2023)
En esta tesis se presenta una arquitectura software basada en Inteligencia Artificial (IA) para la detección temprana de ...
Artículo
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Hybrid agent-based methodology for testing response protocols

López Ortiz, Enrique J.; Sancho Caparrini, Fernando; Martínez del Amor, Miguel Ángel; Soria Morillo, Luis Miguel; Álvarez García, Juan Antonio (Elsevier, 2021)
In recent years we have seen multiple incidents with a large number of people injured and killed by one or more armed ...
Artículo
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Real-time gun detection in CCTV: An open problem

Salazar González, Jose Luis; Zaccaro, Carlos; Álvarez García, Juan Antonio; Soria Morillo, Luis Miguel; Sancho Caparrini, Fernando; Álvarez García, Juan Antonio (Elsevier, 2020)
Object detectors have improved in recent years, obtaining better results and faster inference time. However, small object ...
Artículo
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How efficient deep-learning object detectors are?

Soria Morillo, Luis Miguel; Ortega Irizo, Francisco Javier; Álvarez García, Juan Antonio; Velasco Morente, Francisco; Fernández Cerero, Damián (Elsevier, 2020)
Deep-learning object-detection architectures are gaining attraction, as they are used for critical tasks in relevant ...
Tesis Doctoral
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Técnicas de inteligencia artificial aplicadas a sistemas de detección y clasificación de señales de tráfico.

Arcos García, Álvaro; Álvarez García, Juan Antonio; Soria Morillo, Luis Miguel (2019)
Esta tesis, presentada como conjunto de artículos de investigación, estudia y analiza soluciones para los sistemas de ...
Ponencia
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Vision and Crowdsensing Technology for an Optimal Response in Physical-Security

Enríquez de Salamanca Ros, Fernando; Soria Morillo, Luis Miguel; Álvarez García, Juan Antonio; Sancho Caparrini, Fernando; Velasco Morente, Francisco; Deniz, Óscar; Vallez, Noelia (Springer, 2019)
Law enforcement agencies and private security companies work to prevent, detect and counteract any threat with the ...
Artículo
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Energy-Efficient Indoor Localization WiFi-Fingerprint System: An Experimental Study

Salazar González, Jose Luis; Soria Morillo, Luis Miguel; Álvarez García, Juan Antonio; Enríquez de Salamanca Ros, Fernando; Jiménez Ruíz, Antonio R. (IEEE Computer Society, 2019)
In order to apply indoor localization systems in real environments it is necessary to provide an accurate location without ...
Artículo
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Single-Board-Computer Clusters for Cloudlet Computing in Internet of Things

Fernández Cerero, Damián; Fernández Rodríguez, Jorge Yago; Álvarez García, Juan Antonio; Soria Morillo, Luis Miguel; Fernández Montes González, Alejandro (MDPI, 2019)
The number of connected sensors and devices is expected to increase to billions in the near future. However, centralised ...
Tesis Doctoral
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Desarrollo y versatilidad del algoritmo de discretización Ameva.

Álvarez de la Concepción, Miguel Ángel; Álvarez García, Juan Antonio; Soria Morillo, Luis Miguel (2018)
Esta tesis presentada como un compendio de artículos, analiza el problema de reconocimiento de actividades y detección de ...
Artículo
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Deep neural network for traffic sign recognition systems: An analysis of spatial transformers and stochastic optimisation methods

Arcos García, Álvaro; Álvarez García, Juan Antonio; Soria Morillo, Luis Miguel (Elsevier, 2018)
This paper presents a Deep Learning approach for traffic sign recognition systems. Several classification experiments are ...
Artículo
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Evaluation of Deep Neural Networks for traffic sign detection systems

Arcos García, Álvaro; Álvarez García, Juan Antonio; Soria Morillo, Luis Miguel (Elsevier, 2018)
Traffic sign detection systems constitute a key component in trending real-world applications, such as autonomous driving, ...
Ponencia
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Existing approaches to smart parking: An overview

Enríquez de Salamanca Ros, Fernando; Soria Morillo, Luis Miguel; Álvarez García, Juan Antonio; Velasco Morente, Francisco; Déniz, Óscar (Springer, 2017)
After years of technological advances, parking is still a problem for many people, as a time-consuming task, they have to ...
Artículo
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Mobile activity recognition and fall detection system for elderly people using Ameva algorithm

Álvarez de la Concepción, Miguel Ángel; Soria Morillo, Luis Miguel; Álvarez García, Juan Antonio; González Abril, Luis (Elsevier, 2016)
Currently, the lifestyle of elderly people is regularly monitored in order to establish guidelines for rehabilitation ...
Artículo
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Discrete classification technique applied to TV advertisements liking recognition system based on low‑cost EEG headsets

Soria Morillo, Luis Miguel; Álvarez García, Juan Antonio; González Abril, Luis; Ortega Ramírez, Juan Antonio (BioMed Central, 2016)
Background: In this paper a new approach is applied to the area of marketing research. The aim of this paper is to recognize ...
Ponencia
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Performance of Algorithms for Interval Discretization of Biomedical Signals

Soria Morillo, Luis Miguel; González Abril, Luis; Ortega Ramírez, Juan Antonio (Springer, 2016)
A methodology to quantify the dependence be tween features using the Ameva discretization algorithm and the advantages of ...
Ponencia
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Biological data tracing and pattern recognition in real-time

Scherz, W. D.; Soria Morillo, Luis Miguel; Seepold, Ralf (Springer, 2016)
Stress is a recognized as a predominant disease with growing costs of treatment. The approach presented here is aimed to ...
Ponencia
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Creating Virtual Humans with Game Engines for Evaluate Ambient Assisted Living Scenarios

Sánchez Palacios, Manuel; Álvarez García, Juan Antonio; Soria Morillo, Luis Miguel; Fernández Cerero, Damián (Springer, 2016)
In order to evaluate AAL systems, virtual environments help to reduce costs and time, but these environments do not include ...
Ponencia
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Advertising Liking Recognition Technique Applied to Neuromarketing by Using Low-Cost EEG Headset

Soria Morillo, Luis Miguel; Álvarez García, Juan Antonio; González Abril, Luis; Ortega Ramírez, Juan Antonio (Springer, 2015)
In this paper a new neuroscience technique is applied into Marketing, which is becoming commonly known as the field of ...
Artículo
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Aplicabilidad de las nuevas tecnologías a pacientes claudicantes. CReTe: Claudicantes y registro telemático

Álvarez García, J.; Álvarez García, Juan Antonio; Fernández Heredero, A.; Hernández Cuellar, A.; Soria Morillo, Luis Miguel; Riera de Cubas, L. (Elsevier, 2015)
Objetivo: Presentamos una aplicación informática para teléfonos móviles ideada para el control de sesiones de ejercicio ...
Artículo
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Low Energy Physical Activity Recognition System on Smartphones

Soria Morillo, Luis Miguel; González Abril, Luis; Ortega Ramírez, Juan Antonio; Álvarez de la Concepción, Miguel Ángel (MDPI, 2015)
An innovative approach to physical activity recognition based on the use of discrete variables obtained from accelerometer ...
Ponencia
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Evaluating Wearable Activity Recognition and Fall Detection Systems

Álvarez García, Juan Antonio; Soria Morillo, Luis Miguel; Álvarez de la Concepción, Miguel Ángel; Fernández Montes González, Alejandro; Ortega Ramírez, Juan Antonio (SpringerLink, 2014)
Activity recognition (AR) and fall detection (FD) research areas are very related in assistance scenarios but evolve ...
Artículo
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Discrete techniques applied to low-energy mobile human activity recognition. A new approach

Álvarez de la Concepción, Miguel Ángel; Soria Morillo, Luis Miguel; González Abril, Luis; Ortega Ramírez, Juan Antonio (Elsevier, 2014)
Human activity recognition systems are currently implemented by hundreds of applications and, in recent years, several ...
Ponencia
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A proposal on an energy-saving policy on context based system

Cuadrado Cordero, Ismael; Soria Morillo, Luis Miguel; Ortega Ramírez, Juan Antonio (ARCA: Automatización del Razonamiento Cualitativo y Aplicaciones, 2013)
During the last decade, technology has created a new field in software development, known as pervasive computing, thank ...
Ponencia
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Hi-Res activity recognition system based on EEG and WoT

Soria Morillo, Luis Miguel; Álvarez, M.A.; Ortega Ramírez, Juan Antonio; Vergara, R. (Universidad de Sevilla, 2013)
Nowadays, the recognition of physical activity (PA) is a well-known problem with many solutions. Sev eral kind of algorithms, ...
Ponencia
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Activity Recognition System Using Non-intrusive Devices through a Complementary Technique Based on Discrete Methods

Álvarez de la Concepción, Miguel Ángel; Soria Morillo, Luis Miguel; González Abril, Luis; Ortega Ramírez, Juan Antonio (Springer, 2013)
This paper aims to develop a cheap, comfortable and, spe cially, efficient system which controls the physical activity ...
Ponencia
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A new back-propagation algorithm with momentum coefficient for medical datasets

Montes, V.; Chincho, J.M.; Álvarez, M.A.; Soria Morillo, Luis Miguel; Ortega Ramírez, Juan Antonio (Universidad de Sevilla, 2013)
The standard backward propagation of errors algo rithm (abbreviated as back-propagation algorithm) is commonly used for ...
Artículo
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An adaptive methodology to discretize and select features

Álvarez de la Concepción, Miguel Ángel; González Abril, Luis; Soria Morillo, Luis Miguel; Ortega Ramírez, Juan Antonio (SciEdu Press, 2013)
A lot of significant data describing the behavior or/and actions of systems can be collected in several domains. These ...
Patente. Invención
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Dispositivo, sistema y método de localización y seguimiento energéticamente eficiente

Ortega Ramírez, Juan Antonio; Soria Morillo, Luis Miguel; Álvarez García, Juan Antonio; González Abril, Luis; Velasco Morente, Francisco; Torres Varderrama, Jesús; Álvarez de la Concepción, Miguel Ángel; Fernández-Montes González, Alejandro; Fuentes Brenes, Daniel; Sánchez Venzalá, José Ignacio; Bellido Romero, Antonio Manuel (Oficina Española de Patentes y Marcas (OEPM), 2012)
Dispositivo de seguimiento y localización energéticamente eficiente, sistema y método que implementa dicho dispositivo, ...
Ponencia
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Activity Recognition System Using AMEVA Method

Soria Morillo, Luis Miguel; González Abril, Luis; Álvarez de la Concepción, Miguel Ángel; Ortega Ramírez, Juan Antonio (Springer, 2012)
This article aims to develop a minimally intrusive system of care and monitoring. Furthermore, the goal is to get a cheap, ...
Artículo
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Outdoor exit detection using combined techniques to increase GPS efficiency

Soria Morillo, Luis Miguel; Ortega Ramírez, Juan Antonio; Álvarez García, Juan Antonio; González Abril, Luis (Elsevier, 2012)
The recent boom of GPS (Global Positioning System) as a universal method of location has meant that most people in developed ...
Ponencia
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Application of Things: A Step beyond Web of Things

Ortega Ramírez, Juan Antonio; Soria Morillo, Luis Miguel; Kröner, Alexander; Álvarez García, Juan Antonio (Springer, 2012)
Internet of Things has achieved a great expectation in the last few years, largely due to possibilities in the field of ...
Ponencia
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Prosthetic Memory: Object Memories and Security for Children

Álvarez García, Juan Antonio; Soria Morillo, Luis Miguel; Ortega Ramírez, Juan Antonio; Cuadrado Cordero, Ismael (ACM, 2012)
Children younger than 3 years old are very special humans, their psychomotor and social development is very fast and parents ...
Ponencia
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Wireless location: A survey about GSM in location techniques

Cuadrado Cordero, Ismael; Soria Morillo, Luis Miguel; Gallego Torrecilla, Pedro; Ortega Ramírez, Juan Antonio (Colectivo ARCA: Automatización del Razonamiento Cualitativo y Aplicaciones, 2012)
Security has become one of the most important fea tures in modern computation, especially due to the point of view of the ...
Ponencia
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Interaction control in children using NFC tags

Soria Morillo, Luis Miguel; Álvarez García, Juan Antonio; Cuadrado Cordero, Ismael; Ortega Ramírez, Juan Antonio (Colectivo ARCA: Automatización del Razonamiento Cualitativo y Aplicaciones, 2012)
Children younger than 3 years old are very special humans, their psychomotor and social development is very fast and ...
Tesis Doctoral
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Middleware para el desarrollo de aplicaciones ubicuas en dispositivos móviles

Soria Morillo, Luis Miguel; González Abril, Luis; Ortega Ramírez, Juan Antonio (2011)
En este documento se muestra una arquitectura software para la gestión y desarrollo de aplicaciones susceptibles de ser ...
Ponencia
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Application of Things: a step beyond the Web of Things

Soria Morillo, Luis Miguel; Kröner, Alexander; Ortega Ramírez, Juan Antonio (Universidad de Sevilla, 2011)
Intemet of Things has achieved a great expectation in the last few years, largely due to possibilities in the field of the ...
Ponencia
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A Context-Oriented System For Mobile Devices

Cuadrado Cordero, Ismael; Soria Morillo, Luis Miguel; Ortega Ramírez, Juan Antonio; González Abril, Luis (Universidad de Sevilla, 2011)
Our work provides developers of context-based application for mobile devices a framework for developing comprehensive and ...
Ponencia
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A quantitative methodology to identify related features in data sets

Álvarez, Miguel Ángel; González Abril, Luis; Ortega Ramírez, Juan Antonio; Soria Morillo, Luis Miguel; Cuberos Gallardo, Francisco José (Universidad de Sevilla, 2011)
In this paper, a methodology which quantifies the dependence beteen features in a data set is developed. This methodology ...
Artículo
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Extensiones para el Ciclo de Mejora Continua en la enseñanza e investigación de Ingeniería Informática

Álvarez de la Concepción, Miguel Ángel; Jiménez Ramírez, Andrés; Martínez Ballesteros, María del Mar; Martínez Gasca, Rafael; Parody Núñez, María Luisa; Soria Morillo, Luis Miguel (2011)
Este trabajo expone cómo añadiendo aspectos relacionados con la vigilancia tecnológica, las técnicas creativas aplicadas ...
Ponencia
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A qualitative methodology to reduce features in classification problems

Álvarez, M. A.; González Abril, Luis; Ortega Ramírez, Juan Antonio; Soria Morillo, Luis Miguel (Northwestern University, 2011)
In this paper, a preliminary methodology which quantifies the dependence between features in a data set by using the Ameva ...
Ponencia
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Mobile Architecture for Communication and Development of Applications Based on Context

Soria Morillo, Luis Miguel; Ortega Ramírez, Juan Antonio; González Abril, Luis; Álvarez García, Juan Antonio (Springer, 2011)
The arrival of ubiquitous computing and the increasing use of mobile devices can geta lot of information about the user. ...
Ponencia
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Tracking system based on accelerometry for users with restricted physical activity

Soria Morillo, Luis Miguel; Álvarez García, Juan Antonio; Ortega Ramírez, Juan Antonio; González Abril, Luis (Springer, 2010)
This article aims to develop a minimally intrusive system of care and monitoring. Furthermore, the goal is to get a cheap, ...
Ponencia
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An approach for saving energy in smart environments

Fernández Montes González, Alejandro; Ortega Ramírez, Juan Antonio; González Abril, Luis; Vilchez Lobato, María Luisa; Soria Morillo, Luis Miguel (Universidad de Sevilla, 2009)
This article is focused on adapting lighting con­ditions to user lighting preferences. A theoretical analysis of lighting ...