Aurora González-Vidal

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 38

Top Topics

Systematic Review

Intrusion Detection

Providing Personalized

Top Venues

Publications

Enrique Mármol Campos, José Luis Hernández Ramos, Aurora González-Vidal, Gianmarco Baldini, Antonio F. Skarmeta
Misbehavior detection in intelligent transportation systems based on federated learning. Internet Things 25 (2024)
Enrique Mármol Campos, Aurora González-Vidal, José Luis Hernández Ramos, Antonio F. Skarmeta
FedRDF: A Robust and Dynamic Aggregation Function against Poisoning Attacks in Federated Learning. CoRR (2024)
Enrique Mármol Campos, Aurora González-Vidal, José Luis Hernández Ramos, Antonio F. Skarmeta
Federated Learning for Misbehaviour Detection with Variational Autoencoders and Gaussian Mixture Models. CoRR (2024)
José Mendoza-Bernal, Aurora González-Vidal, Antonio F. Skarmeta
A Convolutional Neural Network approach for image-based anomaly detection in smart agriculture. Expert Syst. Appl. 247 (2024)
Aurora González-Vidal, Antonio Martínez Ibarra, Antonio F. Skarmeta
MultiBEATS: Blocks of eigenvalues algorithm for multivariate time series dimensionality reduction. Inf. Fusion 104 (2024)
Carlos Hernández Hidalgo, Aurora González-Vidal, Antonio F. Skarmeta
Edge Computing in Smart Agriculture Scenario Based on TinyML for Irrigation Control. WF-IoT (2023)
José Luis Hernández Ramos, Georgios Karopoulos, Efstratios Chatzoglou, Vasileios Kouliaridis, Enrique Mármol Campos, Aurora González-Vidal, Georgios Kambourakis
Intrusion Detection based on Federated Learning: a systematic review. CoRR (2023)
Enrique Mármol Campos, Aurora González-Vidal, José Luis Hernández Ramos, Antonio F. Skarmeta
Federated Transfer Learning for Energy Efficiency in Smart Buildings. INFOCOM Workshops (2023)
Pedro Ruzafa Alcazar, Pablo Fernández Saura, Enrique Mármol Campos, Aurora González-Vidal, José Luis Hernández Ramos, Jorge Bernal Bernabé, Antonio F. Skarmeta
Intrusion Detection Based on Privacy-Preserving Federated Learning for the Industrial IoT. IEEE Trans. Ind. Informatics 19 (2) (2023)
Aurora González-Vidal, Alexander Isenko, K. R. Jayaram
On Serving Image Classification Models. WOSC@Middleware (2023)
Aurora González-Vidal, Alfonso P. Ramallo-González, Antonio F. Skarmeta
Intrinsic and extrinsic quality of data for open data repositories. ICT Express 8 (3) (2022)
Enrique Mármol Campos, Pablo Fernández Saura, Aurora González-Vidal, José Luis Hernández Ramos, Jorge Bernal Bernabé, Gianmarco Baldini, Antonio F. Skarmeta
Evaluating Federated Learning for intrusion detection in Internet of Things: Review and challenges. Comput. Networks 203 (2022)
Alejandro Cisterna, Aurora González-Vidal, Daniel Ruiz, Jordi Ortiz, Alicia Gómez-Pascual, Zhongbo Chen, Mike A. Nalls, Faraz Faghri, John Hardy, Irene Díez, Paolo Maietta, Sara Álvarez, Mina Ryten, Juan A. Botía
PhenoExam: gene set analyses through integration of different phenotype databases. BMC Bioinform. 23 (1) (2022)
Aurora González-Vidal, Paula Gómez-Bernal, José Mendoza-Bernal, Antonio F. Skarmeta
BIGcoldTRUCKS: a BIG data dashboard for the management of COLD chain logistics in refrigerated TRUCKS. IEEE BigData (2021)
Norberto Garcia, Tomas Alcaniz, Aurora González-Vidal, Jorge Bernal Bernabé, Diego Rivera, Antonio F. Skarmeta
Distributed real-time SlowDoS attacks detection over encrypted traffic using Artificial Intelligence. J. Netw. Comput. Appl. 173 (2021)
Enrique Mármol Campos, Pablo Fernández Saura, Aurora González-Vidal, José Luis Hernández Ramos, Jorge Bernal Bernabé, Gianmarco Baldini, Antonio F. Skarmeta
Evaluating Federated Learning for Intrusion Detection in Internet of Things: Review and Challenges. CoRR (2021)
Aurora González-Vidal, Punit Rathore, Aravinda S. Rao, José Mendoza-Bernal, Marimuthu Palaniswami, Antonio F. Skarmeta-Gómez
Missing Data Imputation With Bayesian Maximum Entropy for Internet of Things Applications. IEEE Internet Things J. 8 (21) (2021)
Alfonso P. Ramallo-González, Aurora González-Vidal, Antonio F. Skarmeta
CIoTVID: Towards an Open IoT-Platform for Infective Pandemic Diseases such as COVID-19. Sensors 21 (2) (2021)
Pedro Gonzalez-Gil, Rafael Marín-Pérez, Aurora González-Vidal, Alfonso P. Ramallo-González, Antonio F. Skarmeta
Interoperable and Intelligent Architecture for Smart Buildings. SmartIoT (2021)
Thorben Iggena, Eushay Bin Ilyas, Marten Fischer, Ralf Tönjes, Tarek Elsaleh, Roonak Rezvani, Narges Pourshahrokhi, Stefan Bischof, Andreas Fernbach, Josiane Xavier Parreira, Patrik Schneider, Pavel Smirnov, Martin Strohbach, Hien Thi Thu Truong, Aurora González-Vidal, Antonio F. Skarmeta, Parwinder Singh, Michail J. Beliatis, Mirko Presser, Juan Antonio Martínez, Pedro Gonzalez-Gil, Marianne Krogbæk, Sebastian Holmgard Christophersen
IoTCrawler: Challenges and Solutions for Searching the Internet of Things. Sensors 21 (5) (2021)
Aurora González-Vidal, Tomás Alcañiz, Thorben Iggena, Eushay Bin Ilyas, Antonio F. Skarmeta
Domain Agnostic Quality of Information Metrics in IoT-Based Smart Environments. Intelligent Environments (Workshops) (2020)
Fernando Terroso-Saenz, Aurora González-Vidal, Alfonso P. Ramallo-González, Antonio F. Skarmeta
An open IoT platform for the management and analysis of energy data. Future Gener. Comput. Syst. 92 (2019)
Aurora González-Vidal, Jesús Cuenca-Jara, Antonio F. Skarmeta
IoT for Water Management: Towards Intelligent Anomaly Detection. WF-IoT (2019)
Ignacio Rodríguez-Rodríguez, José Víctor Rodríguez, Aurora González-Vidal, Miguel Ángel Zamora
Feature Selection for Blood Glucose Level Prediction in Type 1 Diabetes Mellitus by Using the Sequential Input Selection Algorithm (SISAL). Symmetry 11 (9) (2019)
Ignacio Rodríguez-Rodríguez, Aurora González-Vidal, Alfonso P. Ramallo-González, Miguel Ángel Zamora
Commissioning of the Controlled and Automatized Testing Facility for Human Behavior and Control (CASITA). Sensors 18 (9) (2018)
Aurora González-Vidal, Alfonso P. Ramallo-González, Antonio F. Skarmeta
Empirical Study of Massive Set-Point Behavioral Data: Towards a Cloud-Based Artificial Intelligence that Democratizes Thermostats. SMARTCOMP (2018)
Anastasios Zafeiropoulos, Eleni Fotopoulou, Aurora González-Vidal, Antonio F. Skarmeta
Detaching the design, development and execution of big data analysis processes: A case study based on energy and behavioral analytics. GIoTS (2018)
Aurora González-Vidal, Payam M. Barnaghi, Antonio F. Skarmeta
BEATS: Blocks of Eigenvalues Algorithm for Time Series Segmentation. IEEE Trans. Knowl. Data Eng. 30 (11) (2018)
Tomas Vantuch, Aurora González-Vidal, Alfonso P. Ramallo-González, Antonio F. Skarmeta, Stanislav Misák
Machine learning based electric load forecasting for short and long-term period. WF-IoT (2018)
Eleni Fotopoulou, Anastasios Zafeiropoulos, Fernando Terroso-Saenz, Aurora González-Vidal, Antonio F. Skarmeta, Umutcan Simsek, Anna Fensel
Data Aggregation, Fusion and Recommendations for Strengthening Citizens Energy-aware Behavioural Profiles. CoRR (2017)
Eleni Fotopoulou, Anastasios Zafeiropoulos, Fernando Terroso-Saenz, Umutcan Simsek, Aurora González-Vidal, George Tsiolis, Panagiotis Gouvas, Paris Liapis, Anna Fensel, Antonio F. Skarmeta
Providing Personalized Energy Management and Awareness Services for Energy Efficiency in Smart Buildings. Sensors 17 (9) (2017)
Jesús Cuenca-Jara, Fernando Terroso-Saenz, Mercedes Valdés-Vela, Aurora González-Vidal, Antonio F. Skarmeta
Human mobility analysis based on social media and fuzzy clustering. GIoTS (2017)
María Victoria Moreno Cano, Fernando Terroso-Saenz, Aurora González-Vidal, Mercedes Valdés-Vela, Antonio F. Skarmeta, Miguel A. Zamora, Victor Chang
Applicability of Big Data Techniques to Smart Cities Deployments. IEEE Trans. Ind. Informatics 13 (2) (2017)
Eleni Fotopoulou, Anastasios Zafeiropoulos, Fernando Terroso-Saenz, Aurora González-Vidal, Antonio F. Skarmeta, Umutcan Simsek, Anna Fensel
Data aggregation, fusion and recommendations for strengthening citizens energy-aware behavioural profiles. GIoTS (2017)
Aurora González-Vidal, Alfonso P. Ramallo-González, Fernando Terroso-Saenz, Antonio F. Skarmeta
Data driven modeling for energy consumption prediction in smart buildings. IEEE BigData (2017)
Aurora González-Vidal, María Victoria Moreno Cano, Fernando Terroso-Saenz, Antonio F. Skarmeta
Towards Energy Efficiency Smart Buildings Models Based on Intelligent Data Analytics. ANT/SEIT (2016)
Fernando Terroso-Saenz, Mercedes Valdés-Vela, Aurora González-Vidal, Antonio F. Skarmeta
Human Mobility Modelling Based on Dense Transit Areas Detection with Opportunistic Sensing. Mob. Inf. Syst. 2016 (2016)
Fernando Terroso-Saenz, Jesús Cuenca-Jara, Aurora González-Vidal, Antonio F. Skarmeta
Human Mobility Prediction Based on Social Media with Complex Event Processing. Int. J. Distributed Sens. Networks 12 (9) (2016)