Data

NameCarrasco Muñoz, Alejandro
DepartmentTecnología Electrónica
Knowledge areaTecnología Electrónica
Professional categoryProfesor Titular de Universidad
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  Publications

 

PhD Thesis
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Ingeniería de características para clasificación de señales sonoras

Luque Sendra, Amalia; Carrasco Muñoz, Alejandro; Gómez Bellido, Jesús (2021-01-22)
La clasificación de señales sonoras es un área en el que existe una gran actividad investigadora, con aplicaciones muy ...
Article
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Visualizing Classification Results: Confusion Star and Confusion Gear

Luque Sendra, Amalia; Mazzoleni, Mirko; Carrasco Muñoz, Alejandro; Ferramosca, Antonio (IEEE Computer Society, 2021-01-01)
Recent developments in machine learning applications are deeply concerned with the poor interpretability of most of these ...
Article
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Assessment of the Fairness of Privacy Policies of Mobile Health Apps: Scale Development and Evaluation in Cancer Apps

Benjumea Mondéjar, Jaime; Ropero Rodríguez, Jorge; Rivera Romero, Octavio; Dorronzoro Zubiete, Enrique; Carrasco Muñoz, Alejandro (JMIR Publications, 2020-08-01)
Background: Cancer patients are increasingly using mobile health (mHealth) apps to take control of their health. Many ...
Chapter of Book
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Aspectos de la simetría de las transformaciones integrales en la caracterización de sonidos

Gómez Bellido, Jesús; Luque Sendra, Amalia; Carrasco Muñoz, Alejandro; Barbancho Concejero, Julio (3ciencias, 2020-04-01)
La aplicación de técnicas de aprendizaje automático a señales de sonido requiere la caracterización previa de dichas ...
Article
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Privacy Assessment in Mobile Health Apps: Scoping Review

Benjumea Mondéjar, Jaime; Ropero Rodríguez, Jorge; Rivera Romero, Octavio; Dorronzoro Zubiete, Enrique; Carrasco Muñoz, Alejandro (JMIR Publications, 2020-01-01)
Background: Privacy has always been a concern, especially in the health domain. The proliferation of mobile health ...
Chapter of Book
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Aspectos de la simetría de las transformaciones integrales en la caracterización de sonidos

Beltrán, Ana M.; Félix Ángel, Manuel; Gómez Bellido, Jesús; Luque Sendra, Amalia; Carrasco Muñoz, Alejandro; Barbancho Concejero, Julio (3Ciencias, 2020-01-01)
La aplicación de técnicas de aprendizaje automático a señales de sonido requiere la caracterización previa de dichas ...
Article
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Exploring Symmetry of Binary Classification Performance Metrics

Aguayo-González, Francisco; León de Mora, Carlos; Luque Sendra, Amalia; Carrasco Muñoz, Alejandro; Martín-Gómez, Alejandro Manuel; Lama-Ruiz, Juan Ramón (MDPI, 2019-01-01)
Selecting the proper performance metric constitutes a key issue for most classification problems in the field of machine ...
Presentation
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Guidelines towards secure SSL pinning in mobile applicationsand

Caro Lindo, Andrés; García Villalba, Luis Javier; Sandoval Orozco, Ana Lucila; Ramírez López, Francisco; Varela Vaca, Ángel Jesús; Ropero Rodríguez, Jorge; Carrasco Muñoz, Alejandro (Universidad de Extremadura, 2019-01-01)
Security is a major concern in web applications for so long, but it is only recently that the use of mobile applications ...
Article
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A Distributed Approach for Estimating Battery State-Of-Charge in Solar Farms

Romero Ternero, María del Carmen; Oviedo Olmedo, David; Carrasco Muñoz, Alejandro; Luque Rodríguez, Joaquín (MDPI, 2019-01-01)
A common problem in solar farms is to predict when accumulators stop working optimally and start losing e ciency. This ...
Article
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A Framework to Secure the Development and Auditing of SSL Pinning in Mobile Applications: The Case of Android Devices

Ramírez López, Francisco José; Varela Vaca, Ángel Jesús; Ropero Rodríguez, Jorge; Luque Rodríguez, Joaquín; Carrasco Muñoz, Alejandro (MDPI, 2019-01-01)
The use of mobile devices has undergone rapid growth in recent years. However, on some occasions, security has been neglected ...
Article
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The impact of class imbalance in classification performance metrics based on the binary confusion matrix

Luque Sendra, Amalia; Carrasco Muñoz, Alejandro; Martín-Gómez, Alejandro Manuel; Heras García de Vinuesa, Ana de las (Elsevier Science, 2019-01-01)
A major issue in the classification of class imbalanced datasets involves the determination of the most suitable performance ...
Article
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Exploiting the Symmetry of Integral Transforms for Featuring Anuran Calls

Luque Sendra, Amalia; Gómez-Bellido, Jesús; Carrasco Muñoz, Alejandro; Barbancho Concejero, Julio (MDPI, 2019-01-01)
The application of machine learning techniques to sound signals requires the previous characterization of said signals. ...
Presentation
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Privacy in Mobile Health Applications for Breast Cancer Patients

Benjumea Mondéjar, Jaime; Dorronzoro Zubiete, Enrique; Ropero Rodríguez, Jorge; Rivera Romero, Octavio; Carrasco Muñoz, Alejandro (IEEE Computer Society, 2019-01-01)
Privacy is a major concern for breast cancer patients. When patients use mobile health applications (mHealth apps), many ...
Presentation
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Representación óptima del espectro de llamadas de anuros en sistemas de control ambiental utilizando redes de sensores inalámbricos

Beltrán, Ana M.; Félix Ángel, Manuel; Gómez Bellido, Jesús; Luque Sendra, Amalia; Carrasco Muñoz, Alejandro (3 ciencias. Área de Innovación y Desarrollo,S.L., 2019-01-01)
El análisis y la clasificación de los sonidos producidos por determinadas especies animales, en particular los anuros, han ...
Article
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Optimal Representation of Anuran Call Spectrum in Environmental Monitoring Systems Using Wireless Sensor Networks

Aguayo-González, Francisco; León de Mora, Carlos; Luque Sendra, Amalia; Gómez-Bellido, Jesús; Carrasco Muñoz, Alejandro; Barbancho Concejero, Julio (MDPI, 2018-01-01)
The analysis and classification of the sounds produced by certain animal species, notably anurans, have revealed these ...
Article
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Improving classification algorithms by considering score series in wireless acoustic sensor networks

Luque Sendra, Amalia; Romero-Lemos, Javier; Carrasco Muñoz, Alejandro; Barbancho Concejero, Julio (MDPI, 2018-01-01)
The reduction in size, power consumption and price of many sensor devices has enabled the deployment of many sensor networks ...
Article
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Non-sequential automatic classification of anuran sounds for the estimation of climate-change indicators

Luque Sendra, Amalia; Romero Lemos, Javier; Carrasco Muñoz, Alejandro; Barbancho Concejero, Julio (Elsevier, 2018-01-01)
Several biological research studies have shown that the number of individuals of certain species of anu- rans in a specific ...
Presentation
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A Proposal for a New Way of Classifying Network Security Metrics: Study of the Information Collected through a Honeypot

Carrasco Muñoz, Alejandro; Ropero Rodríguez, Jorge; Ruiz de Clavijo Vázquez, Paulino; Benjumea Mondéjar, Jaime; Luque Sendra, Amalia (IEEE Computer Society, 2018-01-01)
Nowadays, honeypots are a key tool to attract attackers and study their activity. They help us in the tasks of evaluating ...
Presentation
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Ingeniería de características para la clasificación de señales sonoras

Beltrán, Ana M.; Félix Ángel, Manuel; Gómez Bellido, Jesús; Luque Sendra, Amalia; Carrasco Muñoz, Alejandro (3ciencias. Editorial Área de Innovación y Desarrollo,S.L., 2018-01-01)
Muchos autores han demostrado que el canto de anuros puede ser un indicador del cambio climático. Por esta razón, la ...
Article
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Temporally-aware algorithms for the classification of anuran sounds

Luque Sendra, Amalia; Romero-Lemos, Javier; Carrasco Muñoz, Alejandro; González Abril, Luis (PeerJ, 2018-01-01)
Several authors have shown that the sounds of anurans can be used as an indicator of climate change. Hence, the recording, ...
Article
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Non-sequential automatic classification of anuran sounds for the estimation of climate-change indicators

Luque Sendra, Amalia; Romero Lemos, Javier; Carrasco Muñoz, Alejandro; Barbancho Concejero, Julio (Elsevier, 2018-01-01)
Several biological research studies have shown that the number of individuals of certain species of anu- rans in a specific ...
PhD Thesis
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Técnicas de minería de datos en el proceso de secuencias temporales. Aplicaciones a la clasificación industrial de sonidos

Carrasco Muñoz, Alejandro; Luque Sendra, Amalia; Romero-Lemos, Javier (2017-07-12)
El proceso de secuencias temporales supone un campo de trabajo específico dentro de las técnicas de minería de datos o ...
Article
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Evaluation of the Processing Times in Anuran Sound Classification

Luque Sendra, Amalia; Gómez-Bellido, Jesús; Carrasco Muñoz, Alejandro; Personal Vázquez, Enrique; León de Mora, Carlos (Hindawi Publishing Corporation: Wiley Hindawi Partnership, 2017-07-01)
Nowadays, sound classification applications are becoming more common in the Wireless Acoustic Sensor Networks (WASN) scope. ...
Presentation
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Animal Sound Classification using Sequential Classifiers

Romero-Lemos, Javier; Luque Sendra, Amalia; Carrasco Muñoz, Alejandro (ScitePress Digital Library, 2017-01-01)
Several authors have shown that the sounds of anurans can be used as an indicator of climate change. But the recording, ...
Article
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Multiple intelligences in a MultiAgent System applied to telecontrol

Oviedo Olmedo, David; Romero Ternero, María del Carmen; Hernández Velázquez, María Dolores; Sivianes Castillo, Francisco; Carrasco Muñoz, Alejandro; Escudero Fombuena, José Ignacio (Elsevier, 2014-01-01)
This paper presents a control system, based on artificial intelligence technologies, that implements multiple intelligences. ...
Article
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PeMMAS: A Tool for Studying the Performance of Multiagent Systems Developed in JADE

Carrasco Muñoz, Alejandro; Hernández Velázquez, María Dolores; Romero Ternero, María del Carmen; Sivianes Castillo, Francisco; Oviedo Olmedo, David; Escudero Fombuena, José Ignacio (IEEE Computer Society, 2014-01-01)
This paper describes the performance measurement for multiagent systems (PeMMAS) tool, a system designed to study and ...
Article
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Securing a wireless sensor network for human tracking: a review of solutions

Carrasco Muñoz, Alejandro; Alcaraz, Francisco; Barbancho Concejero, Julio; Larios Marín, Diego Francisco; Sevillano Ramos, José Luis (Wiley, 2014-01-01)
Currently, wireless sensor networks (WSNs) are formed by devices with limited resources and limited power energy availability. ...
Presentation
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Application of virtualization technology to the study of quality of service techniques

Quirós Carmona, Juan; Ruiz de Clavijo Vázquez, Paulino; Carrasco Muñoz, Alejandro; Viejo Cortés, Julián; Millán Calderón, Alejandro (IEEE Computer Society, 2014-01-01)
In this article, the teaching of quality of service mechanisms in packet-switched networks is presented. To this end, a ...
Presentation
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Aplicación de la Virtualización al estudio de técnicas de Calidad de Servicio - QoS

Quirós Carmona, Juan; Ruiz de Clavijo Vázquez, Paulino; Carrasco Muñoz, Alejandro; Viejo Cortés, Julián; Millán Calderón, Alejandro (Universidad de Deusto, 2014-01-01)
Este trabajo abarca la aplicación de técnicas de calidad de servicio en redes de conmutación de paquetes. Para ello se ...
Presentation
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Simulation and Implementation of a Neural Network in a Multiagent System

Oviedo, D.; Romero Ternero, María del Carmen; Hernández Velázquez, María Dolores; Carrasco Muñoz, Alejandro; Sivianes Castillo, Francisco; Escudero Fombuena, José Ignacio (Springer, 2014-01-01)
This paper presents the simulation and the implementation of a model of a neural network applied to a multiagent system ...
Article
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SABIO: Soft Agent for Extended Information Retrieval

Gómez Gutiérrez, Álvaro Ariel; León de Mora, Carlos; Ropero Rodríguez, Jorge; Carrasco Muñoz, Alejandro; Luque Rodríguez, Joaquín (Taylor and Francis, 2013-01-01)
In the current study, an integrated system called SABIO is presented. The current system applies Information Retrieval ...
Presentation
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Multiagent System powered by Neural Network for positioning control of solar panels: An optimization for sun tracking systems

Oviedo, D.; Romero Ternero, María del Carmen; Carrasco Muñoz, Alejandro; Sivianes Castillo, Francisco; Hernández Velázquez, María Dolores; Escudero Fombuena, José Ignacio (IEEE Computer Society, 2013-01-01)
This paper presents a model of neural network for position control of solar panels in multiagent-based control systems. ...
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A Fuzzy Logic intelligent agent for Information Extraction: Introducing a new Fuzzy Logic-based term weighting scheme

Ropero Rodríguez, Jorge; Gómez Gutiérrez, Álvaro Ariel; Carrasco Muñoz, Alejandro; León de Mora, Carlos (Elsevier, 2012-01-01)
In this paper, we propose a novel method for Information Extraction (IE) in a set of knowledge in order to answer to user ...
Chapter of Book
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Term Weighting for Information : Retrieval Using Fuzzy Logic

Dadios, Elmer; Ropero Rodríguez, Jorge; Gómez Gutiérrez, Álvaro Ariel; Carrasco Muñoz, Alejandro; León de Mora, Carlos; Luque Rodríguez, Joaquín (IntechOpen, 2012-01-01)
Article
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Fuzzy Logic Applications for Knowledge Discovery: a Survey

Ropero Rodríguez, Jorge; León de Mora, Carlos; Carrasco Muñoz, Alejandro; Gómez Gutiérrez, Álvaro Ariel; Rivera Romero, Octavio (Research India Publications, 2011-01-01)
In this paper, we present a survey on Fuzzy Logic (FL) applications for Knowledge Discovery (KD), focusing on Information ...
Presentation
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Architecture for Multiagent-Based Control Systems

Oviedo Olmedo, David; Romero Ternero, María del Carmen; Hernández Velázquez, María Dolores; Carrasco Muñoz, Alejandro; Sivianes Castillo, Francisco; Escudero Fombuena, José Ignacio (Springer, 2010-01-01)
This paper presents a multiagent architecture that covers the new requirements for the new control systems such as the ...
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Multi-agent and embedded system technologies applied to improve the management of power systems

Carrasco Muñoz, Alejandro; Romero Ternero, María del Carmen; Sivianes Castillo, Francisco; Hernández Velázquez, María Dolores; Escudero Fombuena, José Ignacio (2010-01-01)
This article explores a number of improvements made on Supervisory Control and Data Acquisition (SCADA) systems which allow ...
Presentation
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Remote Controlling and Monitoring of Safety Devices Using Web-Interface Embedded Systems

Carrasco Muñoz, Alejandro; Hernández Velázquez, María Dolores; Romero Ternero, María del Carmen; Sivianes Castillo, Francisco; Escudero Fombuena, José Ignacio (Springer, 2009-01-01)
To date, access control systems have been hardware-based platforms, where software and hardware parts were uncoupled into ...
Presentation
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Information Extraction in a Set of Knowledge Using a Fuzzy Logic Based Intelligent Agent

Ropero Rodríguez, Jorge; Gómez Gutiérrez, Álvaro Ariel; León de Mora, Carlos; Carrasco Muñoz, Alejandro (Springer, 2007-01-01)
A method for Information Extraction (IE) in a set of knowledge is proposed in this paper in order to answer to user ...
Presentation
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A Method for the Access to the Contents in a Set of Knowledge Using a Fuzzy Logic Based Intelligent Agent

Ropero Rodríguez, Jorge; Gómez Gutiérrez, Álvaro Ariel; León de Mora, Carlos; Carrasco Muñoz, Alejandro (IEEE computer society, 2007-01-01)
This paper proposes a method for the classification of the contents in a set of knowledge in order to answer to user ...
Article
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Experimental study on the transmission of measurements by tolerance in SCADA systems

Escudero Fombuena, José Ignacio; Luque Rodríguez, Joaquín; Carrasco Muñoz, Alejandro (IEEE Computer Society, 2004-01-01)
The study of the existing relationship between a measurement error and the time elapsed since that measurement was taken ...
PhD Thesis
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El comercio electrónico en portales universitarios

Pérez García, Francisco; Carrasco Muñoz, Alejandro (2003-01-01)
Presentation
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Information Systems for Improving Competition in Deregulated Electricity Market

Carrasco Muñoz, Alejandro; Luque Rodríguez, Joaquín; Borrero, I. (Escola Superior de Tecnologia de Setúba, 2000-01-01)
Presentation
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Internet y la docencia

Carrasco Muñoz, Alejandro; Barros, J. (Universidad Politécnica de Madrid, 2000-01-01)
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La enseñanza de la instrumentación electrónica basada en el ordenador

Barros, José; Carrasco Muñoz, Alejandro; Ferrer, Rafael (Universidad Politécnica de Madrid, 2000-01-01)