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Publications

2024

1.

Alejandro Carnero; Cristian Martín; Gwanggil Jeon; Manuel Díaz

Online learning and continuous model upgrading with data streams through the Kafka-ML framework Journal Article

In: Future Generation Computer Systems, vol. 160, pp. 251–263, 2024, ISSN: 0167-739X.

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2.

Antonio M. Gutiérrez-Fernández; Ana Eva Chacón-Luna; David Benavides; Lidia Fuentes; Rick Rabiser

Variability management and software product line knowledge in software companies Journal Article

In: Journal of Systems and Software, vol. 216, 2024, ISSN: 0164-1212.

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3.

Hossein Nematzadeh; José García-Nieto; José F. Aldana-Montes; Ismael Navas-Delgado

Pattern recognition frequency-based feature selection with multi-objective discrete evolution strategy for high-dimensional medical datasets Journal Article

In: Expert Systems with Applications, vol. 249, pp. 123521, 2024, ISSN: 0957-4174.

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4.

Adrián Segura-Ortiz; José García-Nieto; José F. Aldana-Montes; Ismael Navas-Delgado

Multi-objective context-guided consensus of a massive array of techniques for the inference of Gene Regulatory Networks Journal Article

In: Computers in Biology and Medicine, vol. 179, 2024, ISSN: 0010-4825.

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5.

Antonio M. Burgueño-Romero; Antonio Benítez-Hidalgo; Cristóbal Barba-González; José F. Aldana-Montes

Towards an open-source MLOps architecture Journal Article

In: IEEE Softw., pp. 1–6, 2024, ISSN: 1937-4194.

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6.

Jose Angel Diaz-Frances; Jose David Fernandez-Rodriguez; Karl Thurnhofer-Hemsi; Ezequiel Lopez-Rubio

Semi-supervised semantic image segmentation by deep diffusion models and generative adversarial networks Journal Article

In: Int. J. Neur. Syst., 2024, ISSN: 1793-6462.

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7.

Jose A. Onieva; Pablo Pérez-Jiménez; Javier López

Malware similarity and a new fuzzy hash: Compound Code Block Hash (CCBHash) Journal Article

In: Computers & Security, vol. 142, pp. 103856, 2024, ISSN: 0167-4048.

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8.

Carmen Fernandez-Gago; Davide Ferraris; Rodrigo Roman; Javier Lopez

Trust interoperability in the Internet of Things Journal Article

In: Internet of Things, vol. 26, 2024, ISSN: 2542-6605.

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9.

Renato Tinós; Michal W. Przewozniczek; L. Darrell Whitley; Francisco Chicano

Iterated Local Search with Linkage Learning Journal Article

In: ACM Trans. Evol. Learn. Optim., vol. 4, no. 2, pp. 1–29, 2024, ISSN: 2688-3007.

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10.

José Ángel Morell; Zakaria Abdelmoiz Dahi; Francisco Chicano; Gabriel Luque; Enrique Alba

A multi-objective approach for communication reduction in federated learning under devices heterogeneity constraints. Journal Article

In: Future Generation Computer Systems, vol. 155, pp. 367-383, 2024, ISSN: 0167-739X.

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11.

Rafael López-Gómez; Laura Panizo; María-del-Mar Gallardo

Flextory: Flexible Software Factory of IoT Data Consumers Journal Article

In: Sensors, vol. 24, no. 8, 2024, ISSN: 1424-8220.

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12.

Antonio Jesús Chaves; Cristian Martín; Manuel Díaz

Towards flexible data stream collaboration: Federated Learning in Kafka-ML Journal Article

In: Internet of Things, vol. 25, 2024, ISSN: 2542-6605.

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13.

Francesco Flammini; Cristina Alcaraz; Emanuele Bellini; Stefano Marrone; Javier Lopez; Andrea Bondavalli

Towards Trustworthy Autonomous Systems: Taxonomies and Future Perspectives Journal Article

In: IEEE Trans. Emerg. Topics Comput., vol. 12, no. 2, pp. 601–614, 2024, ISSN: 2168-6750.

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14.

Davide Ferraris; Carmen Fernandez-Gago; Rodrigo Roman; Javier Lopez

A survey on IoT trust model frameworks Journal Article

In: J Supercomput, vol. 80, no. 6, pp. 8259–8296, 2024, ISSN: 1573-0484.

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15.

Sergio Infante; Cristian Martín; Julia Robles; Bartolomé Rubio; Manuel Díaz; Rafael González-Perea; Pilar Montesinos; Emilio Camacho-Poyato

Integrating FMI and ML/AI models on the open-source digital twin framework OpenTwins Journal Article

In: Software: Practice and Experience, 2024.

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16.

Cristóbal Barba-González; Ismael Caballero; Ángel Jesús Varela-Vaca; José A. Cruz-Lemus; María Teresa Gómez-López; Ismael Navas-Delgado

BIGOWL4DQ: Ontology-driven approach for Big Data quality meta-modelling, selection and reasoning Journal Article

In: Information and Software Technology, vol. 167, pp. 107378, 2024, ISSN: 0950-5849.

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17.

José F. Aldana-Martín; María del Mar Roldán-García; Antonio J. Nebro; José F. Aldana-Montes

MOODY: An ontology-driven framework for standardizing multi-objective evolutionary algorithms Journal Article

In: Information Sciences, vol. 661, pp. 120184, 2024, ISSN: 0020-0255.

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18.

Altair Bueno; Bartolomé Rubio; Cristian Martín; Manuel Díaz

Functions as a service for distributed deep neural network inference over the cloud-to-things continuum Journal Article

In: Software: Practice and Experience, 2024, ISSN: 0038-0644.

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19.

Antonio Jesús Chaves; Cristian Martín; Manuel Díaz

The orchestration of Machine Learning frameworks with data streams and GPU acceleration in Kafka‐ML: A deep‐learning performance comparative Journal Article

In: Expert Systems, vol. 41, no. 2, 2024, ISSN: 1468-0394.

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20.

Antonio Jesús Chaves; Cristian Martín; Luis Llopis Torres; Manuel Díaz; Rocío Ruiz-Mata; Enrique de Gálvez-Montañez; Marta Recio; María del Mar Trigo; Antonio Picornell

Pollen recognition through an open-source web-based system: automated particle counting for aerobiological analysis Journal Article

In: Earth Sci Inform, vol. 17, no. 1, pp. 699–710, 2024, ISSN: 1865-0481.

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21.

José A. Rodríguez-Rodríguez; Ezequiel López-Rubio; Juan A. Ángel-Ruiz; Miguel A. Molina-Cabello

The Impact of Noise and Brightness on Object Detection Methods Journal Article

In: Sensors, vol. 24, no. 3, 2024, ISSN: 1424-8220.

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22.

Alejandro Pérez-Vereda; Carlos Canal; Ramón Hervás

Distributed mobile CEP for collaborative social computing Journal Article

In: Computing, vol. 106, pp. 889-913, 2024.

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23.

Antonio Picornell; Sandro Hurtado; María Luisa Antequera-Gómez; Cristóbal Barba-González; Rocío Ruiz-Mata; Enrique de Gálvez-Montañez; Marta Recio; María del Mar Trigo; José F. Aldana-Montes; Ismael Navas-Delgado

A deep learning LSTM-based approach for forecasting annual pollen curves: Olea and Urticaceae pollen types as a case study Journal Article

In: Computers in Biology and Medicine, vol. 168, pp. 107706, 2024, ISSN: 0010-4825.

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24.

Ángel Cañete; Mercedes Amor; Lidia Fuentes

HADES: An NFV solution for energy-efficient placement and resource allocation in heterogeneous infrastructures Journal Article

In: Journal of Network and Computer Applications, vol. 221, pp. 103764, 2024, ISSN: 1084-8045.

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25.

Francisco Durán; Nicolás Pozas; Camilo Rocha

Business processes resource management using rewriting logic and deep-learning-based predictive monitoring Journal Article

In: Journal of Logical and Algebraic Methods in Programming, vol. 136, 2024, ISSN: 2352-2208.

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26.

Benoit Bossavit; Antonio J. Fernández-Leiva

A scoping review and a taxonomy of the use of motion-based technology centered on the end user. A special focus on elderly health Journal Article

In: Multimed Tools Appl, vol. 83, no. 2, pp. 3963–3984, 2024, ISSN: 1573-7721.

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27.

Sandro Hurtado; María Luisa Antequera-Gómez; Cristóbal Barba-González; Antonio Picornell; Ismael Navas-Delgado

e-Science workflow: A semantic approach for airborne pollen prediction Journal Article

In: Knowledge-Based Systems, vol. 284, 2024, ISSN: 0950-7051.

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28.

Iván García-Aguilar; Jorge García-González; Daniel Medina; Rafael Marcos Luque-Baena; Enrique Domínguez; Ezequiel López-Rubio

Detection of dangerously approaching vehicles over onboard cameras by speed estimation from apparent size Journal Article

In: Neurocomputing, vol. 567, 2024, ISSN: 0925-2312.

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2023

29.

Nicolás Pozas García; Francisco Durán; Katia Moreno Berrocal; Ernesto Pimentel

Location‐aware scalable service composition Journal Article

In: Softw Pract Exp, vol. 53, no. 12, pp. 2408–2429, 2023, ISSN: 1097-024X.

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30.

Delia Rico; María-del-Mar Gallardo; Pedro Merino

Verification of a multi-connectivity protocol for Tactile Internet applications Journal Article

In: Computer Communications, vol. 212, pp. 390–406, 2023, ISSN: 0140-3664.

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31.

José F. Aldana-Martín; Juan J. Durillo; Antonio J. Nebro

Evolver: Meta-optimizing multi-objective metaheuristics Journal Article

In: SoftwareX, vol. 24, 2023, ISSN: 2352-7110.

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32.

Giuseppe Bisicchia; Stefano Forti; Ernesto Pimentel; Antonio Brogi

Continuous QoS-compliant orchestration in the Cloud-Edge continuum Journal Article

In: Software: Practice and Experience, 2023.

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33.

Julia Robles; Cristian Martín; Manuel Díaz

OpenTwins: An open-source framework for the development of next-gen compositional digital twins Journal Article

In: Computers in Industry, vol. 152, 2023, ISSN: 0166-3615.

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34.

Carlos Brys; Ismael Navas-Delgado; José F. Aldana-Montes

Wildfire risk weighting and behaviour prediction using open geospatial data and ontologies Journal Article

In: Journal of Information Science, 2023, ISSN: 1741-6485.

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35.

Daniel-Jesus Munoz; Mónica Pinto; Lidia Fuentes; Don Batory

Transforming Numerical Feature Models into Propositional Formulas and the Universal Variability Language Journal Article

In: Journal of Systems and Software, vol. 204, 2023, ISSN: 0164-1212.

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36.

Francisco Luque-Schempp; Laura Panizo; María-Del-Mar Gallardo; Pedro Merino

AutomAdapt: Zero Touch Configuration of 5G QoS Flows Extended for Time-Sensitive Networking Journal Article

In: IEEE Access, vol. 11, pp. 82960–82977, 2023, ISSN: 2169-3536.

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37.

Daniel Morales; Isaac Agudo; Javier Lopez

Private set intersection: A systematic literature review Journal Article

In: Computer Science Review, vol. 49, 2023, ISSN: 1574-0137.

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38.

Delia Rico; Karl-Johan Grinemmo; Anna Brunstrom; Pedro Merino

Performance Analysis of the Multi-connection Tactile Internet Protocol over 5G Journal Article

In: J Netw Syst Manage, vol. 31, no. 3, 2023, ISSN: 1573-7705.

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39.

Cristian Cardas; José F. Aldana-Martín; Antonio M. Burgueño-Romero; Antonio J. Nebro; Jose M. Mateos; Juan J. Sánchez

On the performance of SQL scalable systems on Kubernetes: a comparative study Journal Article

In: Cluster Comput, vol. 26, no. 3, pp. 1935–1947, 2023, ISSN: 1573-7543.

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40.

Carolina Salto; Gabriela Minetti; Enrique Alba; Gabriel Luque

Big optimization with genetic algorithms: Hadoop, Spark, and MPI Journal Article

In: Soft Comput, vol. 27, no. 16, pp. 11469–11484, 2023, ISSN: 1433-7479.

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41.

Carlos Brys; Ismael Navas-Delgado; José F. Aldana-Montes; María del Mar Roldán-García

LEGO: Linked electronic government ontology Journal Article

In: Journal of Information Science, vol. 0, no. 0, 2023, ISSN: 0165-5515.

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42.

Rodrigo Roman; Cristina Alcaraz; Javier Lopez; Kouichi Sakurai

Current Perspectives on Securing Critical Infrastructures’ Supply Chains Journal Article

In: IEEE Security & Privacy, vol. 21, iss. 4, pp. 29-38, 2023, ISSN: 1540-7993.

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43.

Sandro Hurtado; José García-Nieto; Anton Popov; Ismael Navas-Delgado

Human Activity Recognition From Sensorised Patient's Data in Healthcare: A Streaming Deep Learning-Based Approach Journal Article

In: International Journal of Interactive Multimedia and Artificial Intelligence, vol. 8, no. 1, pp. 23-37, 2023, ISSN: 1989-1660.

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44.

Christian Cintrano; Javier Ferrer; Manuel López-Ibáñez; Enrique Alba

Hybridization of Evolutionary Operators with Elitist Iterated Racing for the Simulation Optimization of Traffic Lights Programs Journal Article

In: vol. 31, no. 1, pp. 31–51, 2023, ISSN: 1530-9304.

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45.

Manuel Trinidad-Fernández; Benoît Bossavit; Javier Salgado-Fernández; Susana Abbate-Chica; Antonio J. Fernández-Leiva; Antonio I. Cuesta-Vargas

Head-Mounted Display for Clinical Evaluation of Neck Movement Validation with Meta Quest 2 Journal Article

In: Sensors, vol. 23, no. 6, 2023, ISSN: 1424-8220.

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46.

Cristina Alcaraz; Javier Lopez

Protecting Digital Twin Networks for 6G-enabled Industry 5.0 Ecosystems Journal Article

In: IEEE Network, vol. 37, no. 2, pp. 302–308, 2023, ISSN: 1558-156X.

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47.

Marco A. Guzmán; Antonio J. Fernández-Leiva; Carlos Boente; Gonzalo Márquez; Ana M. Sánchez-De-La-Campa; Erica Lorenzo

Study of PM2.5-bound polycyclic aromatic hydrocarbons and anhydro-sugars in ambient air near two Spanish oil refineries: Covid-19 effects Journal Article

In: Atmospheric Pollution Research, vol. 14, no. 3, 2023, ISSN: 1309-1042.

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48.

José Miguel Horcas; Mónica Pinto; Lidia Fuentes

A modular metamodel and refactoring rules to achieve software product line interoperability Journal Article

In: J. Syst. Softw., vol. 197, pp. 111579, 2023.

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49.

José Miguel Horcas; José A. Galindo; Ruben Heradio; David Fernández-Amorós; David Benavides

A Monte Carlo tree search conceptual framework for feature model analyses Journal Article

In: J. Syst. Softw., vol. 195, pp. 111551, 2023.

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50.

Antonio Muñoz; Ruben Rios; Rodrigo Román; Javier López

A survey on the (in)security of trusted execution environments Journal Article

In: Comput. Secur., vol. 129, pp. 103180, 2023.

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51.

Lorena González-Manzano; Marta Beltrán; José M. de Fuentes; Gianluca Dini; Cristina Alcaraz

Cybersecurity in the digital world Journal Article

In: Future Gener. Comput. Syst., vol. 144, pp. 242–243, 2023.

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52.

Daniel-Jesus Munoz; Mónica Pinto; Lidia Fuentes

Detecting feature influences to quality attributes in large and partially measured spaces using smart sampling and dynamic learning Journal Article

In: Knowl. Based Syst., vol. 270, pp. 110558, 2023.

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53.

José Miguel Horcas; Mónica Pinto; Lidia Fuentes

Empirical analysis of the tool support for software product lines Journal Article

In: Softw. Syst. Model., vol. 22, no. 1, pp. 377–414, 2023.

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54.

Hossein Nematzadeh; José García-Nieto; Ismael Navas-Delgado; José F. Aldana-Montes

Ensemble-based genetic algorithm explainer with automized image segmentation: A case study on melanoma detection dataset Journal Article

In: Comput. Biol. Medicine, vol. 155, pp. 106613, 2023.

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55.

Adrián Segura-Ortiz; José García-Nieto; José F. Aldana-Montes; Ismael Navas-Delgado

GENECI: A novel evolutionary machine learning consensus-based approach for the inference of gene regulatory networks Journal Article

In: Comput. Biol. Medicine, vol. 155, pp. 106653, 2023.

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56.

Fernando Gallego; Cristian Martín; Manuel Díaz; Daniel Garrido

Maintaining flexibility in smart grid consumption through deep learning and deep reinforcement learning Journal Article

In: Energy and AI, vol. 13, pp. 100241, 2023, ISSN: 2666-5468.

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57.

Alejandro Carnero Hijano; Cristian Martín; Manuel Díaz

Portable motorized telescope system for wind turbine blades damage detection Journal Article

In: Engineering Reports, 2023.

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58.

Antonio Benítez-Hidalgo; José F. Aldana-Montes; Ismael Navas-Delgado; María del Mar Roldán-García

SALON ontology for the formal description of sequence alignments Journal Article

In: BMC Bioinform., vol. 24, no. 1, pp. 69, 2023.

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59.

Laura Panizo; María-del-Mar Gallardo

STAn: analysis of data traces using an event-driven interval temporal logic Journal Article

In: Autom. Softw. Eng., vol. 30, no. 1, pp. 3, 2023.

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60.

María-del-Mar Gallardo; Pedro Merino; Laura Panizo

The Role of Abstraction in Model Checking Proceedings Article

In: López-García, Pedro; Gallagher, John P.; Giacobazzi, Roberto (Ed.): Analysis, Verification and Transformation for Declarative Programming and Intelligent Systems - Essays Dedicated to Manuel Hermenegildo on the Occasion of His 60th Birthday, pp. 151–169, Springer, 2023.

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61.

Rafael García-Luque; Lorenzo Toro-Gálvez; Nathalie Moreno; Javier Troya; Carlos Canal; Ernesto Pimentel

Integrating Citizens' Avatars in Urban Digital Twins Journal Article

In: J. Web Eng., vol. 22, no. 6, pp. 913–938, 2023.

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62.

Alejandro Rodríguez; Fernando Macías; Francisco Durán; Adrian Rutle; Uwe Wolter

Composition of multilevel domain-specific modelling languages Journal Article

In: Journal of Logical and Algebraic Methods in Programming, vol. 130, 2023, ISSN: 2352-2208.

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2022

63.

Jorge Ruiz Quiñones; Antonio J. Fernández-Leiva

Automated video game parameter tuning with XVGDL+ Journal Article

In: jucs, vol. 28, no. 12, pp. 1282–1311, 2022, ISSN: 0948-6968.

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64.

Alejandro Perez-Vereda; Ramon Hervas; Carlos Canal

Digital Avatars: A programming framework for personalized human interactions through virtual profiles Journal Article

In: Pervasive and Mobile Computing, vol. 87, 2022, ISSN: 1574-1192.

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65.

Ishak Meraouche; Sabyasachi Dutta; Sraban Kumar Mohanty; Isaac Agudo; Kouichi Sakurai

Learning Multi-Party Adversarial Encryption and Its Application to Secret Sharing Journal Article

In: IEEE Access, vol. 10, pp. 121329–121339, 2022, ISSN: 2169-3536.

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66.

Hossein Nematzadeh; José García-Nieto; Ismael Navas-Delgado; José F. Aldana-Montes

Automatic frequency-based feature selection using discrete weighted evolution strategy Journal Article

In: Applied Soft Computing, vol. 130, pp. 109699, 2022, ISSN: ISSN 1568-4946.

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67.

Francisco Durán

Rewriting Logic and Maude for the Formalization and Analysis of DSMLs, and the Prototyping of MDSE Tools. Journal Article

In: JOT, vol. 21, no. 4, 2022, ISSN: 1660-1769.

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68.

Francisco Chicano; Gabriela Ochoa; L. Darrell Whitley; Renato Tinós

Dynastic Potential Crossover Operator Journal Article

In: vol. 30, no. 3, pp. 409–446, 2022, ISSN: 1530-9304.

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69.

Jamal Toutouh; Enrique Alba

A Low Cost IoT Cyber-Physical System for Vehicle and Pedestrian Tracking in a Smart Campus Journal Article

In: Sensors, vol. 22, no. 17, 2022, ISSN: 1424-8220.

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70.

José Ángel Morell; Enrique Alba

Dynamic and adaptive fault-tolerant asynchronous federated learning using volunteer edge devices Journal Article

In: Future Generation Computer Systems, vol. 133, pp. 53–67, 2022, ISSN: 0167-739X.

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71.

Francisco Durán; Ajay Krishna; Michel Le Pallec; Radu Mateescu; Gwen Salaün

Models and analysis for user-driven reconfiguration of rule-based IoT applications Journal Article

In: Internet of Things, vol. 19, 2022, ISSN: 2542-6605.

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72.

José Miguel Horcas; Alejandro Cortiñas; Lidia Fuentes; Miguel R. Luaces

Combining multiple granularity variability in a software product line approach for web engineering Journal Article

In: Information and Software Technology, vol. 148, 2022, ISSN: 0950-5849.

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73.

Zakaria Abdelmoiz Dahi; Enrique Alba

Metaheuristics on quantum computers: Inspiration, simulation and real execution Journal Article

In: Future Generation Computer Systems, vol. 130, pp. 164–180, 2022, ISSN: 0167-739X.

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74.

Javier Rojo; Jose Garcia-Alonso; Javier Berrocal; Juan Hernández; Juan Manuel Murillo; Carlos Canal

SOWCompact: A federated process mining method for social workflows Journal Article

In: Information Sciences, vol. 595, pp. 18–37, 2022, ISSN: 0020-0255.

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75.

Cristina Alcaraz; Javier Lopez

Digital Twin: A Comprehensive Survey of Security Threats Journal Article

In: IEEE Commun. Surv. Tutorials, vol. 24, no. 3, pp. 1475–1503, 2022, ISSN: 1553-877X.

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76.

Tomohiro Harada; Enrique Alba; Gabriel Luque

A fresh approach to evaluate performance in distributed parallel genetic algorithms Journal Article

In: Applied Soft Computing, vol. 119, 2022, ISSN: 1568-4946.

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77.

Eneko Osaba; Javier Del Ser; Carlos Cotta; Pablo Moscato

Editorial: Memetic Computing: Accelerating optimization heuristics with problem-dependent local search methods Journal Article

In: Swarm and Evolutionary Computation, vol. 70, 2022, ISSN: 2210-6502.

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78.

Cristian Martín; Daniel Garrido; Luis Llopis; Bartolomé Rubio; Manuel Díaz

Facilitating the monitoring and management of structural health in civil infrastructures with an Edge/Fog/Cloud architecture Journal Article

In: Computer Standards & Interfaces, vol. 81, 2022, ISSN: 0920-5489.

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79.

Alejandro Rodríguez; Francisco Durán; Lars Michael Kristensen

Simulation and analysis of MultEcore multilevel models based on rewriting logic Journal Article

In: Softw Syst Model, vol. 21, no. 2, pp. 561–586, 2022, ISSN: 1619-1374.

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80.

Pedro Delgado-Pérez; Francisco Chicano

Evaluation of alternative design choices for evolutionary mutation testing by means of automated configuration Journal Article

In: Software Qual J, vol. 30, no. 1, pp. 101–126, 2022, ISSN: 1573-1367.

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81.

Zakaria Abdelmoiz Dahi; Enrique Alba; Gabriel Luque

A takeover time-driven adaptive evolutionary algorithm for mobile user tracking in pre-5G cellular networks Journal Article

In: Applied Soft Computing, vol. 116, 2022, ISSN: 1568-4946.

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82.

Ruben Saborido; Javier Ferrer; Francisco Chicano; Enrique Alba

Automatizing Software Cognitive Complexity Reduction Journal Article

In: IEEE Access, vol. 10, pp. 11642–11656, 2022, ISSN: 2169-3536.

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83.

Antonio Brogi; Jose Carrasco; Francisco Durán; Ernesto Pimentel; Jacopo Soldani

Self-healing trans-cloud applications Journal Article

In: Computing, vol. 104, no. 4, pp. 809–833, 2022.

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84.

Erik Aumayr; Giuseppe Caso; Anne-Marie Bosneag; Almudena Díaz-Zayas; Özgü Alay; Bruno García García; Konstantinos Kousias; Anna Brunström; Pedro Merino; Harilaos Koumaras

Service-based Analytics for 5G open experimentation platforms Journal Article

In: Comput. Networks, vol. 205, pp. 108740, 2022.

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85.

Francisco Luque-Schempp; Laura Panizo; María-del-Mar Gallardo; Pedro Merino; Javier Rivas

Toward Zero Touch Configuration of 5G Non-Public Networks for Time Sensitive Networking Journal Article

In: IEEE Netw., vol. 36, no. 2, pp. 50–56, 2022.

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86.

José F. Aldana-Martín; José García-Nieto; María del Mar Roldán-García; José F. Aldana-Montes

Semantic modelling of Earth Observation remote sensing Journal Article

In: Expert Systems with Applications, vol. 187, 2022, ISSN: 0957-4174.

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87.

Cristian Martín; Peter Langendoerfer; Pouya Soltani Zarrin; Manuel Díaz; Bartolomé Rubio

Kafka-ML: Connecting the data stream with ML/AI frameworks Journal Article

In: Future Generation Computer Systems, vol. 126, pp. 15–33, 2022, ISSN: 0167-739X.

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88.

Angel Cañete; Mercedes Amor; Lidia Fuentes

Supporting IoT applications deployment on edge-based infrastructures using multi-layer feature models Journal Article

In: Journal of Systems and Software, vol. 183, 2022, ISSN: 0164-1212.

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89.

Ruben Rios; Jose A. Onieva; Rodrigo Roman; Javier Lopez

Personal IoT Privacy Control at the Edge Journal Article

In: IEEE Secur. Privacy, vol. 20, no. 1, pp. 23–32, 2022, ISSN: 1558-4046.

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2021

90.

Javier Moreno; Daniel Rodriguez; Antonio J. Nebro; Jose A. Lozano

Merge Nondominated Sorting Algorithm for Many-Objective Optimization Journal Article

In: IEEE Trans. Cybern., vol. 51, no. 12, pp. 6154–6164, 2021, ISSN: 2168-2275.

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91.

Antonio Benítez-Hidalgo; Cristóbal Barba-González; José García-Nieto; Pedro Gutiérrez-Moncayo; Manuel Paneque; Antonio J. Nebro; María del Mar Roldán-García; José F. Aldana-Montes; Ismael Navas-Delgado

TITAN: A knowledge-based platform for Big Data workflow management Journal Article

In: Knowledge-Based Systems, vol. 232, 2021, ISSN: 0950-7051.

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92.

Angel Canete; Mercedes Amor; Lidia Fuentes

Energy-Efficient Deployment of IoT Applications in Edge-Based Infrastructures: A Software Product Line Approach Journal Article

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Sandro Hurtado; José García-Nieto; Ismael Navas-Delgado; José F. Aldana-Montes

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Cristóbal Barba-González; Antonio J. Nebro; José García-Nieto; María del Mar Roldán-García; Ismael Navas-Delgado; José F. Aldana-Montes

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Daniel H. Stolfi; Enrique Alba

Yellow Swarm: LED panels to advise optimal alternative tours to drivers in the city of Malaga Journal Article

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Enrique Alba; Javier Ferrer; Ignacio Villalobos

Metaheuristics and Software Engineering: Past, Present, and Future Journal Article

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Sergio Laso; Javier Berrocal; José García‐Alonso; Carlos Canal; Juan Manuel Murillo

Human microservices: A framework for turning humans into service providers Journal Article

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Alejandro Carnero; Cristian Martin; Daniel R. Torres; Daniel Garrido; Manuel Diaz; Bartolome Rubio

Managing and Deploying Distributed and Deep Neural Models Through Kafka-ML in the Cloud-to-Things Continuum Journal Article

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Simone Fischer-Hübner; Cristina Alcaraz; Afonso Ferreira; Carmen Fernandez-Gago; Javier Lopez; Evangelos Markatos; Lejla Islami; Mahdi Akil

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Daniel R. Torres; Cristian Martín; Bartolomé Rubio; Manuel Díaz

An open source framework based on Kafka-ML for Distributed DNN inference over the Cloud-to-Things continuum Journal Article

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102.

Tomohiro Harada; Enrique Alba

Parallel Genetic Algorithms Journal Article

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Andrés Camero; Hao Wang; Enrique Alba; Thomas Bäck

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Miguel Ángel Domínguez-Ríos; Francisco Chicano; Enrique Alba

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Eneko Osaba; Esther Villar-Rodriguez; Javier Del Ser; Antonio J. Nebro; Daniel Molina; Antonio LaTorre; Ponnuthurai N. Suganthan; Carlos A. Coello Coello; Francisco Herrera

A Tutorial On the design, experimentation and application of metaheuristic algorithms to real-World optimization problems Journal Article

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María del Mar Roldán-García; José García-Nieto; Alejandro Maté; Juan Trujillo; José F. Aldana-Montes

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A procedural and flexible approach for specification, modeling, definition, and analysis for self‐adaptive systems Journal Article

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Inmaculada Ayala; Alessandro V. Papadopoulos; Mercedes Amor; Lidia Fuentes

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A Blockchain Approach for Decentralized V2X (D-V2X) Journal Article

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Sandro Hurtado; José García-Nieto; Ismael Navas-Delgado; Antonio J. Nebro; José F. Aldana-Montes

Reconstruction of gene regulatory networks with multi-objective particle swarm optimisers Journal Article

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Javier Ferrer; Francisco Chicano; José Antonio Ortega-Toro

CMSA algorithm for solving the prioritized pairwise test data generation problem in software product lines Journal Article

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Digital Twins for Intelligent Authorization in the B5G-Enabled Smart Grid Journal Article

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Ernesto Pimentel; Jacopo Soldani

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Alejandro Pérez-Vereda; Carlos Canal; Ernesto Pimentel

Modelling digital avatars: A tuple space approach Journal Article

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David Rodríguez Rueda; Carlos Cotta; Antonio J. Fernández-Leiva

Metaheuristics for the template design problem: encoding, symmetry and hybridisation Journal Article

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An Architecture for Creating Slices to Experiment on Wireless Networks Journal Article

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Using metaheuristics for the location of bicycle stations Journal Article

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Davide Ferraris; Carmen Fernandez-Gago; Javier Lopez

A model-driven approach to ensure trust in the IoT Journal Article

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Pietro S. Oliveto; Anne Auger; Francisco Chicano; Carlos M. Fonseca

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Manuel F. Bertoa; Nathalie Moreno; Alejandro Perez-Vereda; David Bandera; José M. Álvarez-Palomo; Carlos Canal

Digital Avatars: Promoting Independent Living for Older Adults Journal Article

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Almudena Díaz-Zayas; Giuseppe Caso; Özgü Alay; Pedro Merino; Anna Brunstrom; Dimitris Tsolkas; Harilaos Koumaras

A Modular Experimentation Methodology for 5G Deployments: The 5GENESIS Approach Journal Article

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Andrés Camero; Jamal Toutouh; Enrique Alba

Random error sampling-based recurrent neural network architecture optimization Journal Article

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Delia Rico; Pedro Merino

A Survey of End-to-End Solutions for Reliable Low-Latency Communications in 5G Networks Journal Article

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124.

Manuel Diaz; Enrique Soler; Luis Llopis; Joaquin Trillo

Integrating Blockchain in Safety-Critical Systems: An Application to the Nuclear Industry Journal Article

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Cristina Alcaraz; Juan E. Rubio; Javier Lopez

Blockchain-assisted access for federated Smart Grid domains: Coupling and features Journal Article

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Integration of a Threat Traceability Solution in the Industrial Internet of Things Journal Article

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Daniel H. Stolfi; Enrique Alba; Xin Yao

Can I Park in the City Center? Predicting Car Park Occupancy Rates in Smart Cities Journal Article

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Javier Berrocal; Jose García-Alonso; Pablo Fernandez; Alejandro Pérez-vereda; Juan Hernandez; Carlos Canal; Juan Manuel Murillo; Antonio Ruiz-Cortes

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An experimental and practical study on the equivalent mutant connection: An evolutionary approach Journal Article

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Joaquin Ballesteros; Inmaculada Ayala; Juan Rafael Caro-Romero; Mercedes Amor; Lidia Fuentes

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Esteban López-Camacho; María Jesús García-Godoy; José García-Nieto; Antonio J. Nebro; José F. Aldana-Montes

Optimizing ligand conformations in flexible protein targets: a multi-objective strategy Journal Article

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Using Bluetooth Low Energy Advertisements for the Detection of People Temporal Proximity Patterns Journal Article

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Cristóbal Barba-González; Antonio J. Nebro; Antonio Benítez-Hidalgo; José García-Nieto; José F. Aldana-Montes

On the design of a framework integrating an optimization engine with streaming technologies Journal Article

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Aurora Ramírez; Pedro Delgado-Pérez; Javier Ferrer; José Raúl Romero; Inmaculada Medina-Bulo; Francisco Chicano

A systematic literature review of the SBSE research community in Spain Journal Article

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María-del-Mar Gallardo; Pedro Merino

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A better understanding on traffic light scheduling: New cellular GAs and new in-depth analysis of solutions Journal Article

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The grid-to-neighbourhood relationship in cellular GAs: from design to solving complex problems Journal Article

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Jhon Edgar Amaya; Carlos Cotta; Antonio J. Fernández-Leiva; Pablo García-Sánchez

Deep memetic models for combinatorial optimization problems: application to the tool switching problem Journal Article

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Angel Cañete; José Miguel Horcas; Inmaculada Ayala; Lidia Fuentes

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David A. Monge; Elina Pacini; Cristian Mateos; Enrique Alba; Carlos García Garino

CMI: An online multi-objective genetic autoscaler for scientific and engineering workflows in cloud infrastructures with unreliable virtual machines Journal Article

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Antonio Benítez-Hidalgo; Antonio J. Nebro; José García-Nieto; Izaskun Oregi; Javier Del Ser

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Angel Cañete; Mercedes Amor; Lidia Fuentes

Optimal Assignment of Augmented Reality Tasks for Edge-Based Variable Infrastructures Proceedings Article

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Inmaculada Ayala; Joaquín Ballesteros; Juan Caro-Romero; Mercedes Amor; Lidia Fuentes

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Inmaculada Ayala; Mercedes Amor; José Miguel Horcas; Lidia Fuentes

A goal-driven software product line approach for evolving multi-agent systems in the Internet of Things Journal Article

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Christian Cintrano; Francisco Chicano; Enrique Alba

Facing robustness as a multi-objective problem: A bi-objective shortest path problem in smart regions Journal Article

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Miguel Ángel Domínguez-Ríos; Francisco Chicano; Enrique Alba; Isabel del Águila; José del Sagrado

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Amr Abdelhafez; Enrique Alba; Gabriel Luque

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Amr Abdelhafez; Enrique Alba; Gabriel Luque

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Javier Arellano-Verdejo; Federico Alonso-Pecina; Enrique Alba; Adolfo Guzmán Arenas

Optimal allocation of public parking spots in a smart city: problem characterisation and first algorithms Journal Article

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Ana Rosario Espada; María-del-Mar Gallardo; Alberto Salmerón; Laura Panizo; Pedro Merino

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Jorge J. Gomez-Sanz; Enrique Alba; Jose M. Fernandez-Guell

Teaching Experiences in Academia to Understand the Impact of Smart Cities Journal Article

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Carlos Cotta; José E. Gallardo

New perspectives on the optimal placement of detectors for suicide bombers using metaheuristics Journal Article

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Antonio J. Fernández-Leiva; Álvaro Gutiérrez-Fuentes

On distributed user-centric memetic algorithms Journal Article

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Rodrigo Roman; Ruben Rios; Jose A. Onieva; Javier Lopez

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Jesus Para; Javier Del Ser; Antonio J. Nebro; Urko Zurutuza; Francisco Herrera

Analyze, Sense, Preprocess, Predict, Implement, and Deploy (ASPPID): An incremental methodology based on data analytics for cost-efficiently monitoring the industry 4.0 Journal Article

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Álvaro Rios; Barbara Valera-Muros; Pedro Merino; Jerry Sobieski

Expanding GÉANT Testbeds Service to Support Pan-European 5G Network Slices for Research in the EuWireless Project Journal Article

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An Energy Efficiency Study of Web-Based Communication in Android Phones Journal Article

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Almudena Díaz-Zayas; Bruno García García; Pedro Merino

An End-to-End Automation Framework for Mobile Network Testbeds Journal Article

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Eduardo Cañete; Jaime Chen; Manuel Díaz; Luis Llopis; Bartolomé Rubio

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Yan Zhang; Javier Lopez; Zhen Wang

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José García-Nieto; Esteban López-Camacho; María Jesús García-Godoy; Antonio J. Nebro; José F. Aldana-Montes

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Cellular genetic algorithms: Understanding the behavior of using neighborhoods Journal Article

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María Jesús García-Godoy; Esteban López-Camacho; José García-Nieto; Javier Del Ser; Antonio J. Nebro; José F. Aldana-Montes

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A specialized evolutionary strategy using mean absolute error random sampling to design recurrent neural networks Journal Article

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BIN-CT: Urban waste collection based on predicting the container fill level Journal Article

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Ismael Navas-Delgado; José García-Nieto; Esteban López-Camacho; Maciej Rybinski; Rocio Lavado; Miguel Ángel Berciano Guerrero; José F. Aldana-Montes

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