Aurora González-Vidal

49 papers B 2Journal 34Unranked 12

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	AI-driven analysis of fish reproductive behaviour. Ecol. Informatics Aurora González-Vidal, Simona Caruso, Fabio Badalamenti, Jesús E. Argente-Garcia, Trevor J. Willis, Antonio F. Skarmeta
2026	J	`jnl`	Advancing towards a marine digital twin platform: Modeling the mar menor coastal lagoon ecosystem in the south western Mediterranean. Future Gener. Comput. Syst. Yu Ye, Aurora González-Vidal, Alejandro Cisterna García, Angel Pérez-Ruzafa, Miguel Angel Zamora-Izquierdo, Antonio F. Skarmeta
2026	J	`jnl`	Enhancing precision irrigation with TinyML: Advanced NDVI anomaly detection and model optimization. Internet Things Carlos Hernández Hidalgo, Aurora González-Vidal, Antonio F. Skarmeta
2025	J	`jnl`	Chlorophyll-a Mapping and Prediction in the Mar Menor Lagoon Using C2RCC-Processed Sentinel 2 Imagery. CoRR Antonio Martínez Ibarra, Aurora González-Vidal, Adrián Cánovas-Rodríguez, Antonio F. Skarmeta
2025	J	`jnl`	FLAegis: A Two-Layer Defense Framework for Federated Learning Against Poisoning Attacks. CoRR Enrique Mármol Campos, Aurora González-Vidal, José Luis Hernández-Ramos, Antonio F. Skarmeta
2025	J	`jnl`	FedRDF: A Robust and Dynamic Aggregation Function Against Poisoning Attacks in Federated Learning. IEEE Trans. Emerg. Top. Comput. Enrique Mármol Campos, Aurora González-Vidal, José Luis Hernández-Ramos, Antonio F. Skarmeta
2025	J	`jnl`	Federated learning for misbehaviour detection with variational autoencoders and Gaussian mixture models. Int. J. Inf. Sec. Enrique Mármol Campos, Aurora González-Vidal, José Luis Hernández-Ramos, Antonio F. Skarmeta
2025	J	`jnl`	Intrusion Detection Based on Federated Learning: A Systematic Review. ACM Comput. Surv. José Luis Hernández-Ramos, Georgios Karopoulos, Efstratios Chatzoglou, Vasileios Kouliaridis, Enrique Mármol Campos, Aurora González-Vidal, Georgios Kambourakis
2025	J	`jnl`	Performance of Confidential Computing GPUs. CoRR Antonio Martínez Ibarra, Julian James Stephen, Aurora González-Vidal, K. R. Jayaram, Antonio Fernandez Gómez-Skarmeta
2024	J	`jnl`	A Convolutional Neural Network approach for image-based anomaly detection in smart agriculture. Expert Syst. Appl. José Mendoza-Bernal, Aurora González-Vidal, Antonio F. Skarmeta
2024	J	`jnl`	Advancing Towards a Marine Digital Twin Platform: Modeling the Mar Menor Coastal Lagoon Ecosystem in the South Western Mediterranean. CoRR Yu Ye, Aurora González-Vidal, Alejandro Cisterna García, Angel Pérez-Ruzafa, Miguel Angel Zamora-Izquierdo, Antonio F. Skarmeta
2024	J	`jnl`	FedRDF: A Robust and Dynamic Aggregation Function against Poisoning Attacks in Federated Learning. CoRR Enrique Mármol Campos, Aurora González-Vidal, José Luis Hernández-Ramos, Antonio F. Skarmeta
2024	J	`jnl`	Federated Learning for Misbehaviour Detection with Variational Autoencoders and Gaussian Mixture Models. CoRR Enrique Mármol Campos, Aurora González-Vidal, José Luis Hernández-Ramos, Antonio F. Skarmeta
2024	J	`jnl`	Misbehavior detection in intelligent transportation systems based on federated learning. Internet Things Enrique Mármol Campos, José Luis Hernández-Ramos, Aurora González-Vidal, Gianmarco Baldini, Antonio F. Skarmeta
2024	J	`jnl`	MultiBEATS: Blocks of eigenvalues algorithm for multivariate time series dimensionality reduction. Inf. Fusion Aurora González-Vidal, Antonio Martínez Ibarra, Antonio F. Skarmeta
2023	—	`conf`	Edge Computing in Smart Agriculture Scenario Based on TinyML for Irrigation Control. WF-IoT Carlos Hernández Hidalgo, Aurora González-Vidal, Antonio F. Skarmeta
2023	—	`conf`	Federated Transfer Learning for Energy Efficiency in Smart Buildings. INFOCOM Workshops Enrique Mármol Campos, Aurora González-Vidal, José Luis Hernández-Ramos, Antonio F. Skarmeta
2023	J	`jnl`	Intrusion Detection Based on Privacy-Preserving Federated Learning for the Industrial IoT. IEEE Trans. Ind. Informatics Pedro Ruzafa Alcazar, Pablo Fernández Saura, Enrique Mármol Campos, Aurora González-Vidal, José Luis Hernández-Ramos, Jorge Bernal Bernabé, Antonio F. Skarmeta
2023	J	`jnl`	Intrusion Detection based on Federated Learning: a systematic review. CoRR José Luis Hernández-Ramos, Georgios Karopoulos, Efstratios Chatzoglou, Vasileios Kouliaridis, Enrique Mármol Campos, Aurora González-Vidal, Georgios Kambourakis
2023	—	`conf`	On Serving Image Classification Models. WOSC@Middleware Aurora González-Vidal, Alexander Isenko, K. R. Jayaram
2022	J	`jnl`	Evaluating Federated Learning for intrusion detection in Internet of Things: Review and challenges. Comput. Networks Enrique Mármol Campos, Pablo Fernández Saura, Aurora González-Vidal, José Luis Hernández-Ramos, Jorge Bernal Bernabé, Gianmarco Baldini, Antonio F. Skarmeta
2022	—	`ed.`	Internet of Things - 5th The Global IoT Summit, GIoTS 2022, Dublin, Ireland, June 20-23, 2022, Revised Selected Papers GIOTS Aurora González-Vidal, Ahmed Mohamed Abdelgawad, Essaid Sabir, Sébastien Ziegler, Latif Ladid
2022	J	`jnl`	Intrinsic and extrinsic quality of data for open data repositories. ICT Express Aurora González-Vidal, Alfonso P. Ramallo-González, Antonio F. Skarmeta
2022	J	`jnl`	PhenoExam: gene set analyses through integration of different phenotype databases. BMC Bioinform. 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
2021	—	`conf`	BIGcoldTRUCKS: a BIG data dashboard for the management of COLD chain logistics in refrigerated TRUCKS. IEEE BigData Aurora González-Vidal, Paula Gómez-Bernal, José Mendoza-Bernal, Antonio F. Skarmeta
2021	J	`jnl`	CIoTVID: Towards an Open IoT-Platform for Infective Pandemic Diseases such as COVID-19. Sensors Alfonso P. Ramallo-González, Aurora González-Vidal, Antonio F. Skarmeta
2021	J	`jnl`	Distributed real-time SlowDoS attacks detection over encrypted traffic using Artificial Intelligence. J. Netw. Comput. Appl. Norberto Garcia, Tomas Alcaniz, Aurora González-Vidal, Jorge Bernal Bernabé, Diego Rivera, Antonio F. Skarmeta
2021	J	`jnl`	Evaluating Federated Learning for Intrusion Detection in Internet of Things: Review and Challenges. CoRR Enrique Mármol Campos, Pablo Fernández Saura, Aurora González-Vidal, José Luis Hernández-Ramos, Jorge Bernal Bernabé, Gianmarco Baldini, Antonio F. Skarmeta
2021	—	`conf`	Interoperable and Intelligent Architecture for Smart Buildings. SmartIoT Pedro Gonzalez-Gil, Rafael Marín-Pérez, Aurora González-Vidal, Alfonso P. Ramallo-González, Antonio F. Skarmeta
2021	J	`jnl`	IoTCrawler: Challenges and Solutions for Searching the Internet of Things. Sensors 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
2021	J	`jnl`	Missing Data Imputation With Bayesian Maximum Entropy for Internet of Things Applications. IEEE Internet Things J. Aurora González-Vidal, Punit Rathore, Aravinda S. Rao, José Mendoza-Bernal, Marimuthu Palaniswami, Antonio F. Skarmeta-Gómez
2020	B	`conf`	Domain Agnostic Quality of Information Metrics in IoT-Based Smart Environments. Intelligent Environments (Workshops) Aurora González-Vidal, Tomás Alcañiz, Thorben Iggena, Eushay Bin Ilyas, Antonio F. Skarmeta
2019	J	`jnl`	An open IoT platform for the management and analysis of energy data. Future Gener. Comput. Syst. Fernando Terroso-Saenz, Aurora González-Vidal, Alfonso P. Ramallo-González, Antonio F. Skarmeta
2019	J	`jnl`	Feature Selection for Blood Glucose Level Prediction in Type 1 Diabetes Mellitus by Using the Sequential Input Selection Algorithm (SISAL). Symmetry Ignacio Rodríguez-Rodríguez, José-Víctor Rodríguez, Aurora González-Vidal, Miguel Ángel Zamora
2019	—	`conf`	IoT for Water Management: Towards Intelligent Anomaly Detection. WF-IoT Aurora González-Vidal, Jesús Cuenca-Jara, Antonio F. Skarmeta
2018	J	`jnl`	BEATS: Blocks of Eigenvalues Algorithm for Time Series Segmentation. IEEE Trans. Knowl. Data Eng. Aurora González-Vidal, Payam M. Barnaghi, Antonio F. Skarmeta
2018	J	`jnl`	Commissioning of the Controlled and Automatized Testing Facility for Human Behavior and Control (CASITA). Sensors Ignacio Rodríguez-Rodríguez, Aurora González-Vidal, Alfonso P. Ramallo-González, Miguel Ángel Zamora
2018	—	`conf`	Detaching the design, development and execution of big data analysis processes: A case study based on energy and behavioral analytics. GIoTS Anastasios Zafeiropoulos, Eleni Fotopoulou, Aurora González-Vidal, Antonio F. Skarmeta
2018	B	`conf`	Empirical Study of Massive Set-Point Behavioral Data: Towards a Cloud-Based Artificial Intelligence that Democratizes Thermostats. SMARTCOMP Aurora González-Vidal, Alfonso P. Ramallo-González, Antonio F. Skarmeta
2018	—	`conf`	Machine learning based electric load forecasting for short and long-term period. WF-IoT Tomas Vantuch, Aurora González-Vidal, Alfonso P. Ramallo-González, Antonio F. Skarmeta, Stanislav Misák
2017	J	`jnl`	Applicability of Big Data Techniques to Smart Cities Deployments. IEEE Trans. Ind. Informatics María Victoria Moreno Cano, Fernando Terroso-Saenz, Aurora González-Vidal, Mercedes Valdés-Vela, Antonio F. Skarmeta, Miguel A. Zamora, Victor Chang
2017	J	`jnl`	Data Aggregation, Fusion and Recommendations for Strengthening Citizens Energy-aware Behavioural Profiles. CoRR Eleni Fotopoulou, Anastasios Zafeiropoulos, Fernando Terroso-Saenz, Aurora González-Vidal, Antonio F. Skarmeta, Umutcan Simsek, Anna Fensel
2017	—	`conf`	Data aggregation, fusion and recommendations for strengthening citizens energy-aware behavioural profiles. GIoTS Eleni Fotopoulou, Anastasios Zafeiropoulos, Fernando Terroso-Saenz, Aurora González-Vidal, Antonio F. Skarmeta, Umutcan Simsek, Anna Fensel
2017	—	`conf`	Data driven modeling for energy consumption prediction in smart buildings. IEEE BigData Aurora González-Vidal, Alfonso P. Ramallo-González, Fernando Terroso-Saenz, Antonio F. Skarmeta
2017	—	`conf`	Human mobility analysis based on social media and fuzzy clustering. GIoTS Jesús Cuenca-Jara, Fernando Terroso-Saenz, Mercedes Valdés-Vela, Aurora González-Vidal, Antonio F. Skarmeta
2017	J	`jnl`	Providing Personalized Energy Management and Awareness Services for Energy Efficiency in Smart Buildings. Sensors Eleni Fotopoulou, Anastasios Zafeiropoulos, Fernando Terroso-Saenz, Umutcan Simsek, Aurora González-Vidal, George Tsiolis, Panagiotis Gouvas, Paris Liapis, Anna Fensel, Antonio F. Skarmeta
2016	J	`jnl`	Human Mobility Modelling Based on Dense Transit Areas Detection with Opportunistic Sensing. Mob. Inf. Syst. Fernando Terroso-Saenz, Mercedes Valdés-Vela, Aurora González-Vidal, Antonio F. Skarmeta
2016	J	`jnl`	Human Mobility Prediction Based on Social Media with Complex Event Processing. Int. J. Distributed Sens. Networks Fernando Terroso-Saenz, Jesús Cuenca-Jara, Aurora González-Vidal, Antonio F. Skarmeta
2016	—	`conf`	Towards Energy Efficiency Smart Buildings Models Based on Intelligent Data Analytics. ANT/SEIT Aurora González-Vidal, María Victoria Moreno Cano, Fernando Terroso-Saenz, Antonio F. Skarmeta