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43 results on '"Román Gallego, Jesús Ángel"'

1. Do Engineering Students Know How to Use Generative Artificial Intelligence? A Case Study

Author

Conde, Miguel Á., Román-Gallego, Jesús-Ángel, Goos, Gerhard, Series Editor, Hartmanis, Juris, Founding Editor, van Leeuwen, Jan, Series Editor, Hutchison, David, Editorial Board Member, Kanade, Takeo, Editorial Board Member, Kittler, Josef, Editorial Board Member, Kleinberg, Jon M., Editorial Board Member, Kobsa, Alfred, Series Editor, Mattern, Friedemann, Editorial Board Member, Mitchell, John C., Editorial Board Member, Naor, Moni, Editorial Board Member, Nierstrasz, Oscar, Series Editor, Pandu Rangan, C., Editorial Board Member, Sudan, Madhu, Series Editor, Terzopoulos, Demetri, Editorial Board Member, Tygar, Doug, Editorial Board Member, Weikum, Gerhard, Series Editor, Vardi, Moshe Y, Series Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Zaphiris, Panayiotis, editor, and Ioannou, Andri, editor

Published
2024
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3. Analysis of Surface Electromyography Devices Applied to Swallowing Disorders. A Systematic Review

Author

Pérez del Olmo, Adrián, Román Gallego, Jesús Ángel, López Rivero, Alfonso José, Kacprzyk, Janusz, Series Editor, Pal, Nikhil R., Advisory Editor, Bello Perez, Rafael, Advisory Editor, Corchado, Emilio S., Advisory Editor, Hagras, Hani, Advisory Editor, Kóczy, László T., Advisory Editor, Kreinovich, Vladik, Advisory Editor, Lin, Chin-Teng, Advisory Editor, Lu, Jie, Advisory Editor, Melin, Patricia, Advisory Editor, Nedjah, Nadia, Advisory Editor, Nguyen, Ngoc Thanh, Advisory Editor, Wang, Jun, Advisory Editor, de la Iglesia, Daniel H., editor, de Paz Santana, Juan F., editor, and López Rivero, Alfonso J., editor

Published
2023
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4. Age Analysis with Convolutional Neural Networks

Author

Pérez-Delgado, María-Luisa, Román-Gallego, Jesús-Ángel, Kacprzyk, Janusz, Series Editor, Pal, Nikhil R., Advisory Editor, Bello Perez, Rafael, Advisory Editor, Corchado, Emilio S., Advisory Editor, Hagras, Hani, Advisory Editor, Kóczy, László T., Advisory Editor, Kreinovich, Vladik, Advisory Editor, Lin, Chin-Teng, Advisory Editor, Lu, Jie, Advisory Editor, Melin, Patricia, Advisory Editor, Nedjah, Nadia, Advisory Editor, Nguyen, Ngoc Thanh, Advisory Editor, Wang, Jun, Advisory Editor, de la Iglesia, Daniel H., editor, de Paz Santana, Juan F., editor, and López Rivero, Alfonso J., editor

Published
2023
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5. Development of Web Application Firewall Based on Artificial Intelligence

Author

Román-Gallego, Jesús-Ángel, Pérez-Delgado, María-Luisa, Viñuela, Marcos Luengo, Kacprzyk, Janusz, Series Editor, Pal, Nikhil R., Advisory Editor, Bello Perez, Rafael, Advisory Editor, Corchado, Emilio S., Advisory Editor, Hagras, Hani, Advisory Editor, Kóczy, László T., Advisory Editor, Kreinovich, Vladik, Advisory Editor, Lin, Chin-Teng, Advisory Editor, Lu, Jie, Advisory Editor, Melin, Patricia, Advisory Editor, Nedjah, Nadia, Advisory Editor, Nguyen, Ngoc Thanh, Advisory Editor, Wang, Jun, Advisory Editor, de la Iglesia, Daniel H., editor, de Paz Santana, Juan F., editor, and López Rivero, Alfonso J., editor

Published
2023
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6. Application of Search Algorithm in Research of sEMG in Swallowing Disorders

Author

Pérez del Olmo, Adrián, Román Gallego, Jesús Ángel, López Rivero, Alfonso José, Kacprzyk, Janusz, Series Editor, Pal, Nikhil R., Advisory Editor, Bello Perez, Rafael, Advisory Editor, Corchado, Emilio S., Advisory Editor, Hagras, Hani, Advisory Editor, Kóczy, László T., Advisory Editor, Kreinovich, Vladik, Advisory Editor, Lin, Chin-Teng, Advisory Editor, Lu, Jie, Advisory Editor, Melin, Patricia, Advisory Editor, Nedjah, Nadia, Advisory Editor, Nguyen, Ngoc Thanh, Advisory Editor, Wang, Jun, Advisory Editor, de la Iglesia, Daniel H., editor, de Paz Santana, Juan F., editor, and López Rivero, Alfonso J., editor

Published
2023
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8. Population-Based Methods to Reduce the Colors of an Image

Author

Pérez-Delgado, María-Luisa, Román-Gallego, Jesús-Angel, Kacprzyk, Janusz, Series Editor, Pal, Nikhil R., Advisory Editor, Bello Perez, Rafael, Advisory Editor, Corchado, Emilio S., Advisory Editor, Hagras, Hani, Advisory Editor, Kóczy, László T., Advisory Editor, Kreinovich, Vladik, Advisory Editor, Lin, Chin-Teng, Advisory Editor, Lu, Jie, Advisory Editor, Melin, Patricia, Advisory Editor, Nedjah, Nadia, Advisory Editor, Nguyen, Ngoc Thanh, Advisory Editor, Wang, Jun, Advisory Editor, de la Iglesia, Daniel H., editor, de Paz Santana, Juan F., editor, and López Rivero, Alfonso J., editor

Published
2023
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9. A Tool to Help Learning Programming

Author

Pérez-Delgado, María-Luisa, Román-Gallego, Jesús-Ángel, Kacprzyk, Janusz, Series Editor, Pal, Nikhil R., Advisory Editor, Bello Perez, Rafael, Advisory Editor, Corchado, Emilio S., Advisory Editor, Hagras, Hani, Advisory Editor, Kóczy, László T., Advisory Editor, Kreinovich, Vladik, Advisory Editor, Lin, Chin-Teng, Advisory Editor, Lu, Jie, Advisory Editor, Melin, Patricia, Advisory Editor, Nedjah, Nadia, Advisory Editor, Nguyen, Ngoc Thanh, Advisory Editor, Wang, Jun, Advisory Editor, de la Iglesia, Daniel H., editor, de Paz Santana, Juan F., editor, and López Rivero, Alfonso J., editor

Published
2023
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10. A New Algorithm to Generate Image Sets for Classification and Forecasting Problems

Author

Román-Gallego, Jesús-Ángel, Pérez-Delgado, María-Luisa, Cunillera, Rubén Peral, Kacprzyk, Janusz, Series Editor, Pal, Nikhil R., Advisory Editor, Bello Perez, Rafael, Advisory Editor, Corchado, Emilio S., Advisory Editor, Hagras, Hani, Advisory Editor, Kóczy, László T., Advisory Editor, Kreinovich, Vladik, Advisory Editor, Lin, Chin-Teng, Advisory Editor, Lu, Jie, Advisory Editor, Melin, Patricia, Advisory Editor, Nedjah, Nadia, Advisory Editor, Nguyen, Ngoc Thanh, Advisory Editor, Wang, Jun, Advisory Editor, de Paz Santana, Juan F., editor, de la Iglesia, Daniel H., editor, and López Rivero, Alfonso José, editor

Published
2022
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12. Artificial Intelligence Web Application Firewall for advanced detection of web injection attacks.

Author

Román‐Gallego, Jesús‐Ángel, Pérez‐Delgado, María‐Luisa, Viñuela, Marcos Luengo, and Vega‐Hernández, María‐Concepción

Subjects
*HTTP (Computer network protocol), *WEB-based user interfaces, *ARTIFICIAL intelligence, *SUPPORT vector machines, *INTERNET servers, *K-nearest neighbor classification
Abstract

Currently, web services‐based applications have an important presence in public and private organizations. The vulnerabilities that these types of applications may have pose an inherent potential risk to the business model of these organizations. These applications have the inherent risk of being used by organizations in such a way that their activity is affected and they become the main entry point for attackers who want to breach their security. The main barrier to this type of attack are web application firewalls (WAF), which are responsible for processing Hypertext Transfer Protocol requests between clients and web servers, classifying them and rejecting malicious requests. This type of (WAF) applications, for the most part, have regular expressions that correspond to general rules and allow detecting malicious requests that follow a pattern contained in them. However, due to the knowledge of these rules by attackers, it is easy to circumvent security and to impersonate a malicious request by an innocuous request. Therefore, in this article, we present a study of different models based on artificial intelligence techniques as Naïve Bayes, k‐nearest neighbors, support vector machines, and linear regression to test their effectiveness in detecting malicious requests from a synthetic dataset containing more than 100,000 requests. The results obtained show that the implementation of these methods optimize the detection of malicious requests obtaining results between 92% and 99% of success in their classification. [ABSTRACT FROM AUTHOR]

Published
2025
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20. Herramienta para la autoevaluación y coevaluación

Author

Román Gallego, Jesús Ángel and Román Gallego, Jesús Ángel

Subjects
Autoevaluación, Coevaluación, Studium, Memoria de innovación docente, Informática y Automática
Abstract

Memoria ID-065 Ayudas de la Universidad de Salamanca para la innovación docente, curso 2020-2021.

Published
2021

26. Análisis de la precisión en geolocalización por GPS: Integración de señal de apoyo dedicada y red colaborativa en servicios basados en localización.

Author

Castro Afanador, Jhon Jairo, López Rivero, Alfonso José, and Román Gallego, Jesús Ángel

Abstract

Copyright of CISTI (Iberian Conference on Information Systems & Technologies / Conferência Ibérica de Sistemas e Tecnologias de Informação) Proceedings is the property of Conferencia Iberica de Sistemas Tecnologia de Informacao and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)

Published
2020

27. Administración de sistemas de informacióna a partir de videotutoriales

Author

Román Gallego, Jesús Ángel and Román Gallego, Jesús Ángel

Subjects
Grado en Ingeniería Informática en Sistemas de Información, Videotutoriales, Memoria de innovación docente, Memorias
Abstract

Memoria ID-0146. Ayudas de la Universidad de Salamanca para la innovación docente, curso 2014-2015.

Published
2015

28. Improving the Distribution of Services in MAS

Author

Román Gallego, Jesús Ángel, Rodríguez González, Sara, and Prieta Pintado, Fernando de la

Subjects
Computer Science
Abstract

One way to reduce the computational load of the agents is the distribution of their services. To achieve this goal, the functionality of a MAS (multiagent system) should not reside in the agents themselves, but ubiquitously be distributed so that allows the system to perform tasks in parallel avoiding an additional computational cost. The distribution of services that offers SCODA (Distributed and Specialized Agent Communities) allows an intelligent management of these services provided by agents of the system and the parallel execution of threads that allow to respond to requests asynchronously, which implies an improvement in the performance of the system at both the computational level as the level of quality of service in the control of these services. The comparison carried out in the case of study that is presented in this paper demonstrates the existing improvement in the distribution of services on systems based on SCODA.

Published
2016
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31. Gestión de tutorías automatizadas via web

Author

Román Gallego, Jesús Ángel and Román Gallego, Jesús Ángel

Subjects
Memorias, Memoria de innovación docente, Informática y Automática
Abstract

Memoria ID11-027. Ayudas de la Universidad de Salamanca para la innovación docente, curso 2011-2012.

Published
2012

32. Comunidades Inteligentes para la Construcción y Gestión de Arquitecturas Optimizadas de de Sistemas Multiagente

Author

Román Gallego, Jesús Ángel, Corchado Rodríguez, Juan Manuel, and Rodríguez González, Sara

Subjects
Academic Dissertations, 1203.04 Inteligencia artificial, Investigación::12 Matemáticas::1203 Ciencia de los ordenadores::120304 Inteligencia artificial [Materias], Universidad de Salamanca (España), Tesis y disertaciones académicas, Inteligencia artificial
Abstract

[ES] El desarrollo de sistemas informáticos es una labor más o menos costosa en función de su complejidad. El hecho de poder reutilizar, parcial o totalmente, trozos de un sistema para otros desarrollos, implica una reducción en el tiempo empleado, una mayor facilidad de implementación y evita la redundancia de funcionalidades. Este planteamiento llevado a los sistemas multiagente ha de tener en cuenta las características propias de los agentes, para lo cual se requiere que la reutilización pueda llevarse a cabo a partir de pequeños subsistemas de agentes especializados con una organización establecida. Además, para explotar la capacidad de estos pequeños subsistemas de agentes es necesaria una arquitectura que tenga como finalidad la coordinación de los mismos, y que de forma modular y escalada, pueda desarrollarse para lograr objetivos de mayor complejidad. A lo largo de este trabajo se llevará a cabo un estudio de las características de los agentes y sistemas multiagente, asi como de las organizaciones humanas y su implementación a partir de las organizaciones virtuales, destacando su importancia y efectividad en el desarrollo actual de sistemas multiagente. Llegado este punto se realizará el diseño de SCODA (Distributed and Specialized Agent COmmunities), una nueva arquitectura modular para el desarrollo de sistemas multiagente. Mediante SCODA se permite el desarrollo de sistemas multiagente bajo una filosofía modular especializada, a través de la cual las funcionalidades del sistema puedan ir ampliándose, de forma escalada, en función de las necesidades. SCODA se compone de pequeños subsistemas de agentes, denominados Comunidades Inteligentes Especializadas (CIE), los cuales proveen las funcionalidades necesarias para resolver las necesidades requeridas a través de servicios distribuidos. Mediante estas CIE se permite una escalabilidad de los sistemas de forma que puedan ser reutilizadas en diferentes desarrollos, independientemente de su finalidad. La validación de esta arquitectura se realizará a partir de un caso de estudio centrado en tareas principalmente logísticas, debido a la variedad de situaciones que pueden darse en este tipo de ambientes. A partir de este caso de estudio se analizará y evaluará el comportamiento de la arquitectura y podrá llevarse a cabo su validación, Computers systems development is more or less difficult task according to its complexity. The fact of being able to re-use, partially or completely, pieces of a system for other developments, involves a time reduction, a major implementation facility and avoids the functionalities redundancy. This aim applied to multiagent systems has to bear in mind the own characteristics of the agents, for which it is needed that the re-using could be carried out from small subsystems of specialized agents with an established organization. Also, to improve the capacity of these small subsystems of agents, is necessary an architecture, that has the objective to take the coordination of the same ones, and in a modular and scalable way, could develop to achieve aims with a major complexity. Throughout this work will be carried out a study of the characteristics of the agents and multiagent systems, as well as of human organizations and its deployment on virtual organizations, highlighting its importance and effectiveness in the current development of multiagent systems. From here it will be developed the design of SCODA (Distributed and Specialized Agent Communities), a new modular architecture for the development of multiagent systems. By means of SCODA, is allowed that multiagent systems could be developed from a specialized modular philosophy, across it the functionalities of the system can be extended in scaled form according to the objectives. SCODA is composed by small subsystems of agents named, Specialized Intelligent Communities (SCI), which provide the necessary functionalities to solve the objectives needed across distributed services. By means of these CIE, scalability of the systems is allowed, so that they could be re-used in different developments, independently of his purpose. SCODA is integrated by smaller subsystems of agents, called Intelligent Communities Specialized (SCI), which provide the functionality necessary to resolve the aims, using distributed services. These SCI allow a scalability of the systems so that can be reused in different developments, regardless of its purpose. The validation of this architecture will be realized through a case of study, focused on logistical tasks mainly due to the variety of situations that may arise in this kind of environments. From this case of study, we will analyze and assess the behaviour of the architecture and will carry out its validation.

Published
2015

34. Improving Intelligent Systems: Specialization

Author

Román Gallego, Jesús Ángel, Rodríguez González, Sara, and Corchado Rodríguez, Juan Manuel

Subjects
Computer Science
Abstract

The specialization exists in biological systems and in human organizations, as a methodology to improve processes and optimize their aims. This specialization in artificial intelligent systems such as multi-agent systems, can improve their aims, depending on the type of specialization and the goals which they need to achieve. The enterprise networks are a collaboration model between companies which we can apply over these intelligent systems, so that, these systems can achieve more complex aims. Therefore, in this collaboration type, is necessary to consider their specialization type, and how they could collaborate to achieve aims, that by themselves would not be possible.

Published
2014

36. Nuevas estrategias docentes para la adquisición de competencias en Proyectos de Grado

Author

Moreno García, María Navelonga, Muñoz Vicente, María Dolores, García Hernández, Laura, Gil González, Ana Belén, López Batista, Vivian Félix, González Arrieta, María Angélica, Román Gallego, Jesús Ángel, Sánchez Sánchez, María Araceli, Luis Reboredo, Ana de, Herrero Cosío, Álvaro, Calvo Rolle, José L., Baruque Zanón, Bruno, and Corchado Rodríguez, Emilio Santiago

Subjects
Proyecto, Competencias, Memoria de innovación docente, Memorias
Abstract

Memoria ID12-0114. Ayudas de la Universidad de Salamanca para la innovación docente, curso 2012-2013.

Published
2013

37. Distributed and Specialized Agent Communities

Author

Román Gallego, Jesús Ángel, Rodríguez González, Sara, and Corchado Rodríguez, Juan Manuel

Subjects
Computer Science
Abstract

SCODA (Distributed and Specialized Agent COmmunities) is presented, like a new modular architecture for multi-agent systems development. By means of SCODA, multi-agent systems development is allowed under specialized modular philosophy, through it, the functionalities of the system can be extended in scaled form, according to the objectives. SCODA is composed by small subsystems of agents called, Specialized Intelligent Communities (CIE), which provide the necessary functionalities to solve the objectives needed across distributed services. By means of these CIE, scalability of the systems is allowed, so that they could be re-used in different developments, independently of his purpose.

Published
2013

38. SCODA para el Desarrollo de Sistemas Multiagente

Author

Román Gallego, Jesús Ángel, Tapia Martínez, Dante I., and Corchado Rodríguez, Juan Manuel

Subjects
Computer Science
Abstract

El planteamiento de implementar sistemas multiagente de forma que puedan reutilizarse con distintos objetivos, dota a los desarrolladores de una metodología más eficaz en sus fines. Este artículo presenta SCODA, una arquitectura basada en cinco principios: estandaridad, especialización, facilidad de implementación, reutilización y computación distribuida. SCODA pretende facilitar el desarrollo de sistemas multiagente, basándose en el concepto de pequeños grupos de agentes denominados Comunidades Inteligentes Especializadas (CIE). Las CIE cuentan con funcionalidades específicas que permiten llevar a cabo la implementación de sistemas multiagente de forma escalable, dentro del marco de SCODA, pudiendo ser reutilizadas en diversos desarrollos.

Published
2011

39. Ergonomía en el aprendizaje y utilización de recursos informáticos

Author

Román Gallego, Jesús Ángel and Pérez Delgado, María Luisa

Subjects
Aprendizaje, Nuevas tecnologías de la información y de la comunicación, Memoria de innovación docente, Memorias
Abstract

Memoria ID-0084. Ayudas de la Universidad de Salamanca para la innovación docente, curso 2009-2010. La adaptación de las titulaciones universitarias al nuevo marco definido por el Espacio Europeo de Educación Superior requiere un cambio en el modelo clásico de enseñanza-aprendizaje. Las Tecnologías de la Información y de la Comunicación son herramientas que juegan un papel muy importante en este proceso, siendo las mismas imprescindibles en las titulaciones relacionadas con la informática. En el futuro marco europeo se impone un nuevo sistema de enseñanza y de aprendizaje, en el que se alteran notablemente los papeles de profesor y alumno. El profesor pasa a convertirse en tutor, mientras que el alumno se convierte en la pieza fundamental de su propio proceso formativo. En esta nueva dinámica deben implicarse tanto profesor como alumno. Aunque cada vez son más los profesores que intentan trabajar para adaptarse a esta nueva situación, el elemento fundamental del cambio: el alumno, puede no sentirse tan necesitado de adaptación. Por ello, los docentes debemos poner a su disposición los métodos y herramientas más adecuados para animarle a realizar la transformación necesaria en su modo de entender el proceso formativo. Es en este proceso donde juegan un papel fundamental las Tecnologías de la Información y de la Comunicación. Internet nos permite ampliar y completar la oferta docente, de modo que el alumno pueda trabajar no solo cuando está en clase, sino también donde y cuando quiera, dotando de mayor flexibilidad y eficacia el aprovechamiento del mismo. Esta memoria resume el trabajo realizado para intentar implantar una nueva metodología, en cuanto al aprendizaje del alumno se refiere, en varias asignaturas de la titulación Ingeniería Técnica en Informática de Gestión, impartida en la Escuela Politécnica Superior de Zamora, pues pensamos que dicha metodología se adapta perfectamente al nuevo esquema universitario europeo, además de facilitar el proceso enseñanza-aprendizaje del alumno. Para aplicar este nuevo modelo docente se ha comenzado a trabajar con un sistema de gestión de cursos, que permite combinar la docencia presencial y la virtual.

Published
2010

40. A Solution CBR Agent-Based to Classify SOAP Message within SOA Environments

Author

Pinzón, Cristian, Pérez Lancho, María Belén, González Arrieta, María Angélica, Luis Reboredo, Ana de, and Román Gallego, Jesús Ángel

Subjects
Computer Science
Abstract

This paper presents the core component of a solution based on agent technology specifically adapted for the classification of SOA messages. These messages can carry out attacks that target the applications providing Web Services. An advanced mechanism of classification designed in two phases incorporates a CBR-Agent type for classifying the incoming SOAP messages as legal or malicious. Its main feature involves the use of decision trees, fuzzy logic rules and neural networks for filtering attacks.

Published
2009

42. Analysis and Parameterization of Sports Performance: A Case Study of Soccer

Author

Arquitectura y Tecnologia de Computadores, Rodríguez-Rodrigo, Rubén, Román Gallego, Jesús Ángel, Pérez Delgado, María Luisa, Cofiño Gavito, Fernando José, Conde González, Miguel Ángel, Rodríguez Rodrigo, Rubén, Arquitectura y Tecnologia de Computadores, Rodríguez-Rodrigo, Rubén, Román Gallego, Jesús Ángel, Pérez Delgado, María Luisa, Cofiño Gavito, Fernando José, Conde González, Miguel Ángel, and Rodríguez Rodrigo, Rubén

Abstract

[EN] The importance of Big Data and the analysis of this data in recent years is indisputable, and this boom has spread to all areas of life, including professional sports and, within this, soccer. The significant amounts of money involved in this sport have led to the need for the top clubs to employ these techniques to gain a competitive advantage over their competitors. Despite this, there is very little information on how these tools are used or what parameters they consider. Similarly, there are a multitude of amateur analyses that offer very few conclusions. They simply focus on collecting and presenting the data in the form of a comparison without any analysis or pre-processing. This work describes the implementation of an expert system based on fuzzy logic used to evaluate the talent of a soccer player at all levels, his/her aptitude and attitude, to face his/her individual and collective professional development. For this purpose, the above aspects will be evaluated specifically in the different aspects of the game, which will allow us to evaluate the performance of a soccer team and thus determine the probability of victory, draw, and defeat in a confrontation.

43. Sistemas de control de alarmas de una vivienda

Author

Blanco Macías, Silvia and Román Gallego, Jesús Ángel

Subjects
3304.03 Instrucciones aritméticas y de maquina, Home Automation, seguridad de viviendas, Domótica, home safety, 3304.12 Dispositivos de control
Abstract

Proyecto fin de carrera-Universidad de Salamanca, Escuela Politécnica Superior de Zamora, 2010, [ES]El proyecto está basado en el control, reconocimiento y aviso de las alarmas y sensores que se encuentran colocadas en las diferentes habitaciones de una vivienda.El objetivo de este proyecto es el desarrollo de una aplicación web para la gestión y control de las alarmas., EN] The project is based on ontrol,reconnaissance and warning alarms and sensors that are placed in different rooms of a vivienda.El objective of this project is to develop a web application for the management and alarm monitoring.

Published
2010

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