Listar Instituto de Tecnología e Ingeniería del Software de la Universidad de Málaga - (ITIS) por título
Mostrando ítems 71-90 de 111
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On the assessment of generative AI in modeling tasks: an experience report with ChatGPT and UML
(SpringerLink, 2023-05-23) -
Parallel multi-objective metaheuristics for smart communications in vehicular networks.
Toutouh-el-Alamin, Jamal
; Alba-Torres, Enrique (Springer Nature, 2015)
This article analyzes the use of two parallel multi-objective soft computing algorithms to automatically search for high-quality settings of the Ad hoc On Demand Vector routing protocol for vehicular networks. These methods ... -
Policy Based Management for Security in Cloud Computing.
Waller, Adrian; Sandy, Ian; Power, Eamonn; Aivaloglou, Efthimia; Skianis, Charalampos; Maña-Gómez, Antonio; Muñoz-Gallego, Antonio Jesús[et al.] (Springer, 2011)
Este trabajo aborda la gestión basada en políticas (PBM) como una solución para la seguridad en entornos de computación en la nube. La computación en la nube, al ofrecer plataformas compartidas, plantea desafíos significativos ... -
Preference-Based Evolutionary Multiobjective Optimization Through the Use of Reservation and Aspiration Points
González-Gallardo, Sandra; Saborido Infantes, Rubén; Ruiz-Mora, Ana Belén; Luque-Gallego, Mariano (IEEE (Institute of Electrical and Electronics Engineers), 2021)
Preference-based Evolutionary Multiobjective Optimization (EMO) algorithms approximate the region of interest (ROI) of the Pareto optimal front defined by the preferences of a decision maker (DM). Here, we propose a ... -
¿Qué es un Gemelo Digital? Una Propuesta de Arquitectura para su Implementación
En los últimos años, los gemelos digitales se han presentado como un paradigma innovador para mejorar el funcionamiento de sistemas ciberfísicos, software o procesos. El gemelo digital es una réplica virtual del sistema ... -
Quirk+: A Tool for Quantum Software Development Based on Quirk.
Zayas Gallardo, Javier; Moguel, Enrique; Canal-Velasco, José Carlos; García-Alonso, José (IEEE, 2024)
Quantum computing is becoming increasingly relevant. Numerous research efforts are being carried out to improve quantum computers by increasing the number of qubits in their processors, mitigating noise, etc. However, the ... -
Random Error Sampling-based Recurrent Neural Network Architecture Optimization.
Camero Unzueta, Andres; Toutouh-el-Alamin, Jamal; Alba-Torres, Enrique (Elsevier, 2020-09-15)
Recurrent neural networks are good at solving prediction problems. However, finding a network that suits a problem is quite hard because their performance is strongly affected by their architecture configuration. Automatic ... -
Real-Time Crowd Counting based on wearable Ephemeral IDs
Morales, Daniel; Agudo-Ruiz, Isaac; López-Muñoz, Francisco Javier (SCITEPRESS, 2022)
Crowd Counting is a very interesting problem aiming at counting people typically based on density averages and/or aerial images. This is very useful to prevent crowd crushes, especially on urban environments with high ... -
Representation of Security and Dependability Solutions.
Sánchez-Cid, Francisco; Maña-Gómez, Antonio; Muñoz-Gallego, Antonio Jesús; Serrano, Daniel; Spanoudakis, George; Kloukinas, Christos[et al.] (Springer, 2009-01-01)
Las consideraciones sobre la Ambient Intelligence (AmI) nos llevan a argumentar que es esencial que los mecanismos de Seguridad y Fiabilidad (S&D) puedan adaptarse a las condiciones contextuales renovables para poder ... -
Resilient Bioinspired Algorithms: A Computer System Design Perspective
Cotta-Porras, Carlos; Oague, Gustavo (SpringerLink, 2022)
Resilience can be defined as a system's capability for returning to normal operation after having suffered a disruption. This notion is of the foremost interest in many areas, in particular engineering. We argue in this ... -
Revisiting Fault Localization Techniques for Model Transformations: Towards A Hybrid Approach
Muñoz, Paula; Troya-Castilla, Javier; Wimmer, Manuel; Kappel, Gerti (AITO, 2022-10-01)
The correctness of software built through model transformations highly depends on the correctness of these transformations. Different approaches have been proposed to ensure the correctness of model transformations by ... -
SALON ontology for the formal description of sequence alignments.
Benítez-Hidalgo, Antonio; Aldana-Montes, José Francisco; Navas-Delgado, Ismael; Roldán-García, María del Mar (BMC, 2023-02-27)
Background Information provided by high-throughput sequencing platforms allows the collection of content-rich data about biological sequences and their context. Sequence alignment is a bioinformatics approach to identifying ... -
SALON ontology for the formal description of Sequence Alignments.
Benítez-Hidalgo, Antonio; Aldana-Montes, José Francisco; Navas-Delgado, Ismael; Roldán-García, María del Mar (2023)
Background. Information provided by high-throughput sequencing platforms allows the collection of content-rich data about bio- logical sequences and their context. Sequence alignment is a bioinformatics approach to identifying ... -
Scalable approach for high-resolution land cover: a case study in the Mediterranean Basin.
Burgueño Romero, Antonio Manuel; Aldana Martín, José Francisco; Vázquez-Pendón, María; Barba-González, Cristóbal; Jiménez-Gómez, Yaiza; García Millán, Virginia; Navas-Delgado, Ismael[et al.] (Springer Nature, 2023-06-02)
The production of land cover maps is an everyday use of image classification applications on remote sensing. However, managing Earth observation satellite data for a large region of interest is challenging in the task of ... -
Security-enhanced ambient assisted living supporting school activities during hospitalisation
Muñoz-Ramírez, Antonio José; Maña-Gómez, Antonio; Koshutanski, Hristo (Springer-Verlag, 2010)
El artículo aborda los efectos negativos que las hospitalizaciones prolongadas tienen en los niños, como el estrés, los trastornos del sueño y la disminución del rendimiento escolar. El aislamiento de los niños de sus ... -
Self-healing trans-cloud applications.
Brogi, Antonio; Carrasco Mora, José Manuel; Durán-Muñoz, Francisco Javier; Pimentel-Sánchez, Ernesto; Soldani, Jacopo (Springer Nature, 2022-07-04)
Trans-cloud applications consist of multiple interacting components deployed across different cloud providers and at different service layers (IaaS and PaaS). In such complex deployment scenarios, fault handling and recovery ... -
Semi-Supervised Semantic Image Segmentation by Deep Diffusion Models and Generative Adversarial Networks
Jose Ángel, Díaz-Francés; Fernández-Rodríguez, Jose David; Thurnhofer-Hemsi, Karl; López-Rubio, Ezequiel (World Scientific, 2024)
Typically, deep learning models for image segmentation tasks are trained using large datasets of images annotated at the pixel level, which can be expensive and highly time-consuming. A way to reduce the amount of annotated ... -
Service-based Analytics for 5G Open Experimentation Platforms.
Aumayr, Erik; Caso, Giuseppe; Bosneag, Anne-Maria; Díaz-Zayas, Almudena; Alay, Ozgu; García, Bruno; Kousias, Konstantinos; Brunstom, Anna; Merino-Gómez, Pedro; Koumaras, Harilaos[et al.] (Elsevier, 2022-01-07)
A scalable, flexible and reliable Analytics service has become a requirement toward building efficient Fifth Generation (5G) experimental platforms that can support a suite of end-user experiments and verticals. Our paper ... -
Smart Rollators Aid Devices: Current Trends and Challenges.
Verdezoto, Gabriela; Ballesteros-Gómez, Joaquín; Urdiales-García, Amalia Cristina (IEEE, 2022-08-26)
Mobility loss has a major impact on autonomy. Smart rollators have been proposed to enhance human abilities when conventional devices are not enough. Many human-robot interaction systems have been proposed in the last ...