Instituto de Tecnología e Ingeniería del Software de la Universidad de Málaga - (ITIS)
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Crazy Chefs!: videojuego serio gamificado basado en tecnología de captura de movimientos para fomentar la socialización y el entrenamiento físico de personas mayores
Bossavit, Benoit; Urbano, Juan Miguel ; Fernández-Leiva, Antonio José
(CEUR Workshop Proceedings, 2022-12)
Uno de los principales objetivos del programa marco de la UE Horizon Europa persigue mejorar la salud y el bienestar de los ciudadanos usando soluciones innovadoras para prevenir, diagnosticar, tratar o curar una enfermedad. ... -
Defining Categorical Reasoning of Numerical Feature Models with Feature-Wise and Variant-Wise Quality Attributes
Automatic analysis of variability is an important stage of Software Product Line (SPL) engineering. Incorporating quality information into this stage poses a significant challenge. However, quality-aware automated analysis ... -
Uncertainty representation in software models: a survey
Troya-Castilla, Javier; Moreno, Nathalie; Bertoa, Manuel F.; Vallecillo-Moreno, Antonio Jesus (Springer, 2021-01-08)
This paper provides a comprehensive overview and analysis of research work on how uncertainty is currently represented in software models. The survey presents the definitions and current research status of different proposals ... -
Improving query performance on dynamic graphs
Barquero, Gala; Troya-Castilla, Javier; Vallecillo-Moreno, Antonio Jesus (Springer, 2020-11-20)
Querying large models efficiently often imposes high demands on system resources such as memory, processing time, disk access or network latency. The situation becomes more complicated when data are highly interconnected, ... -
TITAN: A knowledge-based platform for Big Data workflow management
Benítez-Hidalgo, Antonio; Barba-Gonzalez, Cristobal; Garcia-Nieto, Jose Manuel; Gutiérrez-Moncayo, Pedro; Paneque, Manuel; Nebro-Urbaneja, Antonio Jesus; Roldan-Garcia, Maria del Mar; Aldana-Montes, Jose Francisco; Navas-Delgado, Ismael[et al.] (2022)
Modern applications of Big Data are transcending from being scalable solutions of data processing and analysis, to now provide advanced functionalities with the ability to exploit and understand the underpinning knowledge. ... -
Coevolutionary generative adversarial networks for medical image augumentation at scale
Flores, Diana; Toutouh-el-Alamin, Jamal; Hemberg, Erik; O’Reily, Una-May (2022-07-08)
Medical image processing can lack images for diagnosis. Generative Adversarial Networks (GANs) provide a method to train generative models for data augmentation. Synthesized images can be used to improve the robustness of ... -
Análisis de Conformidad de Gemelos Digitales Multi-Fidelidad
Muñoz Ariza, Paula; Troya-Castilla, Javier; Vallecillo-Moreno, Antonio Jesus (Biblioteca Digital SISTEDES, 2022-08-30)
Un gemelo digital es una réplica virtual de un sistema a un cierto nivel de fidelidad, sincronizados a una determinada frecuencia. Los gemelos digitales suelen emplearse para replicar sistemas físicos cuyas simulaciones ... -
SOWCompact: A federated process mining method for social workflows
Rojo, Javier; Hernández, Juan; García-Alonso, José Manuel; Berrocal, Javier; Murillo, Juan Manuel; Canal-Velasco, Jose Carlos[et al.] (SISTEDES, 2022-09)
The growing informatization of the environment allows modeling people’s behavior as a social workflow, where both individual actions and interactions with other people are captured. This modelling includes actions that are ... -
Towards Zero Touch Configuration of 5G Non-Public Networks for Time Sensitive Networking
Luque Schempp, Francisco; Panizo, Laura; Gallardo, María del Mar; Merino-Gomez, Pedro; Rivas, Francisco Javier (IEEE, 2022)
The need to increase mobility and to remove cables in industrial environments is pushing 5G as a valuable communication system to connect traditional deterministic Ethernet-based devices. One alternative is the adoption ... -
Managing Reputation in Collaborative Social Computing Applications
Moreno, Nathalie; Perez-Vereda, Alejandro; Vallecillo-Moreno, Antonio Jesus (AITO, 2022-06)
Reputation is a fundamental concept for making decisions about service providers. However, managing reputation in peer-to-peer distributed applications is not easy due to the lack of a central server that can compute this ... -
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 ... -
Key-Value vs Graph-based data lakes for realizing Digital Twin systems
Pérez Porras, Daniel; Muñoz Ariza, Paula; Vallecillo-Moreno, Antonio Jesus; Troya-Castilla, Javier (2022-07-05)
Digital twins constitute virtual representations of physically existing systems, synchronized at a specified frequency and fidelity. One way to connect physical and digital twins is through data lakes, which are efficient ... -
Resilient Bioinspired Algorithms: A Computer System Design Perspective
Cotta, 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 ... -
Model Transformation Testing and Debugging: A Survey
Model transformations are the key technique in Model-Driven Engineering (MDE) to manipulate and construct models. As a consequence, the correctness of software systems built with MDE approaches relies mainly on the correctness ... -
Automatizing Software Cognitive Complexity Reduction
Saborido Infantes, Rubén; Ferrer-Urbano, Francisco Javier; Chicano, Francisco; Alba-Torres, Enrique (IEEE Access, 2022-01-20)
We model the cognitive complexity reduction of a method as an optimization problem where the search space contains all sequences of Extract Method refactoring opportunities. We then propose a novel approach that searches ... -
Dynastic Potential Crossover Operator
An optimal recombination operator for two parent solutions provides the best solution among those that take the value for each variable from one of the parents (gene transmission property). If the solutions are bit strings, ... -
Effective anytime algorithm for multiobjective combinatorial optimization problems
Domínguez-Ríos, Miguel Ángel; Alba-Torres, Enrique; Chicano, Francisco; Alba-Torres, Enrique (Elsevier, 2021-07)
In multiobjective optimization, the result of an optimization algorithm is a set of efficient solutions from which the decision maker selects one. It is common that not all the efficient solutions can be computed in a short ... -
Supporting IoT applications deployment on edge-based infrastructures using multi-layer feature models
Cañete, Ángel; Amor-Pinilla, Maria Mercedes; Fuentes, Lidia (Elsevier, 2022-01)
Edge Computing proposes to use the nearby devices in the frontier/Edge of the access network for deploying application tasks of IoT-based systems. However, the functionality of such cyber–physical systems, which is usually ...