NombreCarrasco Muñoz, Alejandro
DepartamentoTecnología Electrónica
Área de conocimientoTecnología Electrónica
Categoría profesionalProfesor Titular de Universidad
Correo electrónicoSolicitar
           
  • Nº publicaciones

    54

  • Nº visitas

    5642

  • Nº descargas

    10053


 

Artículo
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Probabilistic Forecasting Framework Oriented to Distribution Networks and Microgrids

Parejo Matos, Antonio; García Caro, Sebastián; Personal Vázquez, Enrique; Guerrero Alonso, Juan Ignacio; Carrasco Muñoz, Alejandro; León de Mora, Carlos (Institute of Electrical and Electronics Engineers Inc., 2024)
In electrical distribution networks an adequate management is key for supporting the deployment of renewable generation ...
Tesis Doctoral
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Evaluación de las políticas de privacidad en aplicaciones móviles de salud. Diseño de una escala basada en el Reglamento General de Protección de Datos

Benjumea Mondéjar, Jaime; Carrasco Muñoz, Alejandro; Ropero Rodríguez, Jorge (2023)
En la tesis doctoral titulada "Evaluación de las políticas de privacidad en aplicaciones móviles de salud. Diseño de una ...
Artículo
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A Proposal for a Robust Validated Weighted General Data Protection Regulation-based Scale to Assess the Quality of Privacy Policies of Mobile Health Applications: an eDelphi Study

Benjumea Mondéjar, Jaime; Ropero Rodríguez, Jorge; Dorronzoro Zubiete, Enrique; Rivera Romero, Octavio; Carrasco Muñoz, Alejandro (Thieme Gruppe, 2023)
Healthcare services are undergoing a digital transformation in which the Participatory Health Informatics field has a key ...
Artículo
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Screening of Machine Learning Techniques on Predictive Maintenance: a Scoping Review

Campos Olivares, Daniel; Carrasco Muñoz, Alejandro; Mazzoleni, Mirko; Ferramosca, Antonio; Luque Sendra, Amalia (Dyna Sl, 2023)
Predictive maintenance (PdM) is a set of actions and techniques to early detect failures and defects on machines before ...
Artículo
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Customer Identification for Electricity Retailers Based on Monthly Demand Profiles by Activity Sectors and Locations

Luque Rodríguez, Joaquín; Carrasco Muñoz, Alejandro; Personal Vázquez, Enrique; Pérez García, Francisco; León de Mora, Carlos (Institute of Electrical and Electronics Engineers, 2023)
The increasing competition in the electric sector is challenging retail companies as they must assign its commercial efforts ...
Tesis Doctoral
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Ingeniería de características para clasificación de señales sonoras

Gómez Bellido, Jesús; Luque Sendra, Amalia; Carrasco Muñoz, Alejandro (2021)
La clasificación de señales sonoras es un área en el que existe una gran actividad investigadora, con aplicaciones muy ...
Artículo
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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)
Recent developments in machine learning applications are deeply concerned with the poor interpretability of most of these ...
Artículo
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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)
Background: Cancer patients are increasingly using mobile health (mHealth) apps to take control of their health. Many ...
Artículo
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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)
Background: Privacy has always been a concern, especially in the health domain. The proliferation of mobile health (mHealth) ...
Capítulo de Libro
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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)
La aplicación de técnicas de aprendizaje automático a señales de sonido requiere la caracterización previa de dichas ...
Capítulo de Libro
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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)
La aplicación de técnicas de aprendizaje automático a señales de sonido requiere la caracterización previa de dichas ...
Ponencia
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Experiencia en la adaptación de una asignatura de máster para su impartición completa a distancia

Viejo Cortés, Julián; Carrasco Muñoz, Alejandro; Juan Chico, Jorge; Ruiz de Clavijo Vázquez, Paulino; Cano Quiveu, Germán (Instituto Superior de Engenharia do Porto (ISEP), 2020)
En la Sociedad de la Información actual, Internet está presente en la mayoría de las actividades cotidianas que realizan ...
Artículo
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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 AG, 2019)
The use of mobile devices has undergone rapid growth in recent years. However, on some occasions, security has been neglected ...
Artículo
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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)
The application of machine learning techniques to sound signals requires the previous characterization of said signals. ...
Ponencia
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Guidelines towards secure SSL pinning in mobile applicationsand

Ramírez López, Francisco José; Varela Vaca, Ángel Jesús; Ropero Rodríguez, Jorge; Carrasco Muñoz, Alejandro; Caro Lindo, Andrés; García Villalba, Luis Javier; Sandoval Orozco, Ana Lucila (Universidad de Extremadura, 2019)
Security is a major concern in web applications for so long, but it is only recently that the use of mobile applications ...
Artículo
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A Hybrid Intelligent Multiagent System for the Remote Control of Solar Farms

Hernández Velázquez, María Dolores; Romero Ternero, María del Carmen; Sivianes Castillo, Francisco; Carrasco Muñoz, Alejandro; Ropero Rodríguez, Jorge (Taylor and Francis Inc., 2019)
This paper describes a multiagent architecture integrated system designed to supervise infrastructures in solar farms. The ...
Artículo
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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)
A major issue in the classification of class imbalanced datasets involves the determination of the most suitable performance ...
Artículo
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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)
A common problem in solar farms is to predict when accumulators stop working optimally and start losing efficiency. This ...
Ponencia
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Representación óptima del espectro de llamadas de anuros en sistemas de control ambiental utilizando redes de sensores inalámbricos

Gómez Bellido, Jesús; Luque Sendra, Amalia; Carrasco Muñoz, Alejandro (3 ciencias. Área de Innovación y Desarrollo,S.L., 2019)
El análisis y la clasificación de los sonidos producidos por determinadas especies animales, en particular los anuros, han ...
Ponencia
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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)
Privacy is a major concern for breast cancer patients. When patients use mobile health applications (mHealth apps), many ...
Artículo
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Exploring Symmetry of Binary Classification Performance Metrics

Luque Sendra, Amalia; Carrasco Muñoz, Alejandro; Martín-Gómez, Alejandro Manuel; Lama-Ruiz, Juan Ramón; Aguayo-González, Francisco; León de Mora, Carlos (MDPI, 2019)
Selecting the proper performance metric constitutes a key issue for most classification problems in the field of machine ...
Patente
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Sistema de identificación de sonidos mediante clasificación paramétrica de series derivadas

Luque Sandra, Amalia; Romero Lemos, Javier; Carrasco Muñoz, Alejandro; Barbancho Concejero, Julio (Oficina Española de Patentes y Marcas , 2018)
La presente invención tiene por objeto un sistema de identificación de sonidos que se basa en la descripción y selección ...
Ponencia
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Ingeniería de características para la clasificación de señales sonoras

Gómez Bellido, Jesús; Luque Sendra, Amalia; Carrasco Muñoz, Alejandro (3ciencias. Editorial Área de Innovación y Desarrollo,S.L., 2018)
Muchos autores han demostrado que el canto de anuros puede ser un indicador del cambio climático. Por esta razón, la ...
Ponencia
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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)
Nowadays, honeypots are a key tool to attract attackers and study their activity. They help us in the tasks of evaluating ...
Artículo
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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)
Several biological research studies have shown that the number of individuals of certain species of anu- rans in a specific ...
Artículo
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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)
Several authors have shown that the sounds of anurans can be used as an indicator of climate change. Hence, the recording, ...
Artículo
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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)
The reduction in size, power consumption and price of many sensor devices has enabled the deployment of many sensor networks ...
Artículo
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Optimal Representation of Anuran Call Spectrum in Environmental Monitoring Systems Using Wireless Sensor Networks

Luque Sendra, Amalia; Gómez-Bellido, Jesús; Carrasco Muñoz, Alejandro; Barbancho Concejero, Julio; Aguayo-González, Francisco; León de Mora, Carlos (MDPI, 2018)
The analysis and classification of the sounds produced by certain animal species, notably anurans, have revealed these ...
Tesis Doctoral
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Técnicas de minería de datos en el proceso de secuencias temporales. Aplicaciones a la clasificación industrial de sonidos

Romero-Lemos, Javier; Carrasco Muñoz, Alejandro; Luque Sendra, Amalia (2017)
El proceso de secuencias temporales supone un campo de trabajo específico dentro de las técnicas de minería de datos o ...
Artículo
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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)
Nowadays, sound classification applications are becoming more common in the Wireless Acoustic Sensor Networks (WASN) scope. ...
Ponencia
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Animal Sound Classification using Sequential Classifiers

Romero-Lemos, Javier; Luque Sendra, Amalia; Carrasco Muñoz, Alejandro (ScitePress Digital Library, 2017)
Several authors have shown that the sounds of anurans can be used as an indicator of climate change. But the recording, ...
Artículo
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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)
Currently, wireless sensor networks (WSNs) are formed by devices with limited resources and limited power energy availability. ...
Ponencia
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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)
In this article, the teaching of quality of service mechanisms in packet-switched networks is presented. To this end, a ...
Artículo
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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)
This paper describes the performance measurement for multiagent systems (PeMMAS) tool, a system designed to study and ...
Ponencia
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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)
Este trabajo abarca la aplicación de técnicas de calidad de servicio en redes de conmutación de paquetes. Para ello se ...
Ponencia
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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)
This paper presents the simulation and the implementation of a model of a neural network applied to a multiagent system ...
Artículo
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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)
This paper presents a control system, based on artificial intelligence technologies, that implements multiple intelligences. ...
Artículo
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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)
In the current study, an integrated system called SABIO is presented. The current system applies Information Retrieval ...
Ponencia
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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)
This paper presents a model of neural network for position control of solar panels in multiagent-based control systems. ...
Artículo
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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)
In this paper, we propose a novel method for Information Extraction (IE) in a set of knowledge in order to answer to user ...
Capítulo de Libro
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Term Weighting for Information : Retrieval Using Fuzzy Logic

Ropero Rodríguez, Jorge; Gómez Gutiérrez, Álvaro Ariel; Carrasco Muñoz, Alejandro; León de Mora, Carlos; Luque Rodríguez, Joaquín; Dadios, Elmer (IntechOpen, 2012)
Artículo
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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)
In this paper, we present a survey on Fuzzy Logic (FL) applications for Knowledge Discovery (KD), focusing on Information ...
Artículo
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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)
This article explores a number of improvements made on Supervisory Control and Data Acquisition (SCADA) systems which allow ...
Ponencia
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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)
This paper presents a multiagent architecture that covers the new requirements for the new control systems such as the ...
Ponencia
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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)
To date, access control systems have been hardware-based platforms, where software and hardware parts were uncoupled into ...
Ponencia
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Term weighting: novel fuzzy logic based method vs. classical tf-idf method for web information extraction

Ropero Rodríguez, Jorge; Gómez Gutiérrez, Álvaro Ariel; León de Mora, Carlos; Carrasco Muñoz, Alejandro (Institute for Systems and Technologies of Information, Control and Communication (Insticc), 2009)
Solving Term Weighting problem is one of the most important tasks for Information Retrieval and Information Extraction. ...
Ponencia
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A novel term weighting scheme for a fuzzy logic based intelligent web agent

Gómez Gutiérrez, Álvaro Ariel; Ropero Rodríguez, Jorge; León de Mora, Carlos; Carrasco Muñoz, Alejandro (2008)
Term Weighting (TW) is one of the most important tasks for Information Retrieval (IR). To solve the TW problem, many ...
Ponencia
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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)
A method for Information Extraction (IE) in a set of knowledge is proposed in this paper in order to answer to user ...
Ponencia
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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)
This paper proposes a method for the classification of the contents in a set of knowledge in order to answer to user ...
Artículo
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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)
The study of the existing relationship between a measurement error and the time elapsed since that measurement was taken ...
Tesis Doctoral
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El comercio electrónico en portales universitarios

Carrasco Muñoz, Alejandro; Pérez García, Francisco (2003)
Ponencia
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Internet y la docencia

Carrasco Muñoz, Alejandro; Barros, J. (Universidad Politécnica de Madrid, 2000)
Ponencia
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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)
Ponencia
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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)