Carlos Dafonte

60 papers B 4C 4Misc 4Journal 29Unranked 19
YearRankTypeTitle / Venue / Authors
2025 J jnl
A method based on Generative Adversarial Networks for disentangling physical and chemical properties of stars in astronomical spectra.
Appl. Soft Comput.
Raúl Santoveña, Carlos Dafonte, Minia Manteiga
2025 B conf
Continuous behavioral authentication using mouse dynamics based on Artificial Intelligence.
NCA
Francisco Javier Nóvoa, Daniel Garabato, Alvaro Sarmiento, Mario Casado, Ignasi de José, Carlos Dafonte
2025 J jnl
Disentangling stellar atmospheric parameters in astronomical spectra using Generative Adversarial Neural Networks.
CoRR
Minia Manteiga, Raúl Santoveña, Marco Antonio Álvarez, Carlos Dafonte, Manuel G. Penedo, Silvana G. Navarro, Luis J. Corral
2025 J jnl
Experimental Analysis of Efficiency of the Messaging Layer Security for Multiple Delivery Services.
CoRR
David Soler, Carlos Dafonte, Manuel Fernández-Veiga, Ana Fernández Vilas, Francisco Javier Nóvoa
2025 J jnl
Federated Anonymous Blocklisting across Service Providers and its Application to Group Messaging.
CoRR
David Soler, Carlos Dafonte, Manuel Fernández-Veiga, Ana Fernández Vilas, Francisco Javier Nóvoa
2024 J jnl
A Privacy-preserving key transmission protocol to distribute QRNG keys using zk-SNARKs.
CoRR
David Soler, Carlos Dafonte, Manuel Fernández-Veiga, Ana Fernández Vilas, Francisco Javier Nóvoa
2024 J jnl
A method based on Generative Adversarial Networks for disentangling physical and chemical properties of stars in astronomical spectra.
CoRR
Raúl Santoveña, Carlos Dafonte, Minia Manteiga
2024 J jnl
A privacy-preserving key transmission protocol to distribute QRNG keys using zk-SNARKs.
Comput. Networks
David Soler, Carlos Dafonte, Manuel Fernández-Veiga, Ana Fernández Vilas, Francisco Javier Nóvoa
2024 J jnl
Attribute-Based Authentication in Secure Group Messaging for Distributed Environments.
CoRR
David Soler, Carlos Dafonte, Manuel Fernández-Veiga, Ana Fernández Vilas, Francisco Javier Nóvoa
2024 J jnl
QKDNetSim+: Improvement of the Quantum Network Simulator for NS-3.
CoRR
David Soler, Iván Cillero, Carlos Dafonte, Manuel Fernández-Veiga, Ana Fernández Vilas, Francisco Javier Nóvoa
2024 J jnl
QKDNetSim+: Improvement of the quantum network simulator for NS-3.
SoftwareX
David Soler, Iván Cillero, Carlos Dafonte, Manuel Fernández-Veiga, Ana Fernández Vilas, Francisco Javier Nóvoa
2023 — conf
FreeDSM: An Open IoT Platform for Ambient Light Pollution Monitoring.
UCAmI (3)
Daniel Boubeta, Carlos Dafonte, Eduard Masana, Ana Ulla, Alejandro Mosteiro Vázquez, Minia Manteiga
2023 — conf
IoT-Watcher: A Climate Monitoring System for IT Infrastructures Based on IoT and Open-Source Technologies.
UCAmI (3)
Alejandro Mosteiro Vázquez, Carlos Dafonte, Ángel Gómez, Daniel Boubeta, Manuel G. Penedo
2023 Misc conf
Qerberos: A Protocol for Secure Distribution of QRNG Keys.
CSR
David Soler, Carlos Dafonte, Francisco Javier Nóvoa, Manuel Fernández-Veiga, Ana Fernández Vilas, Rebeca P. Díaz Redondo
2022 J jnl
AI-based user authentication reinforcement by continuous extraction of behavioral interaction features.
Neural Comput. Appl.
Daniel Garabato, Carlos Dafonte, Raúl Santoveña, Arturo Silvelo, Francisco Javier Nóvoa, Minia Manteiga
2022 — conf
FreeDSM: An Open IoT Device for Citizen Light Pollution Monitoring.
UCAmI
Arturo Silvelo, Carlos Dafonte, Daniel Boubeta, Ana Ulla, Minia Manteiga, Eduard Masana
2022 J jnl
GUASOM: an adaptive visualization tool for unsupervised clustering in spectrophotometric astronomical surveys.
Neural Comput. Appl.
Marco Antonio Álvarez, Carlos Dafonte, Minia Manteiga, Daniel Garabato, Raúl Santoveña
2022 — conf
Interception of BLE Communications in Wearables: An Application Case.
UCAmI
Adrián Seco Fontecoba, Pedro Fernández-Arruti, Carlos Dafonte, Francisco Javier Nóvoa
2022 — conf
Real-Time Network Auditing System Based on Low-Cost IoT Devices.
UCAmI
Pedro Fernández-Arruti, Alejandro Mosteiro Vázquez, Carlos Dafonte, Diego Fernández, Francisco Javier Nóvoa
2022 — conf
The Integration of NFC Technology into the Process of Prescription-Dispensation-Administration of Medication to Patients over 65 years Old at Home.
UCAmI
María Martínez Pérez, Pablo Regueiro-Morandeira, Ángel Gómez, Carlos Dafonte
2020 J jnl
A Blended Artificial Intelligence Approach for Spectral Classification of Stars in Massive Astronomical Surveys.
Entropy
Carlos Dafonte, Alejandra Rodríguez, Minia Manteiga, Ángel Gómez, Bernardino Arcay Varela
2019 B conf
Network Data Flow Clustering based on Unsupervised Learning.
NCA
Manuel F. López-Vizcaíno, Carlos Dafonte, Francisco Javier Nóvoa, Daniel Garabato, Marco Antonio Álvarez, Diego Fernández
2019 J jnl
Oil spill segmentation in SAR images using convolutional neural networks. A comparative analysis with clustering and logistic regression algorithms.
Appl. Soft Comput.
Diego Cantorna, Carlos Dafonte, Alfonso Iglesias, Bernardino Arcay Varela
2019 — conf
Tracking and Minimization of Adverse Events in the Patient Care Process while in a Hospital Emergency Service Area.
UCAmI
María Martínez Pérez, Carlos Dafonte, Ana Belén Pérez Boado, Ángel Gómez
2018 J jnl
Distributed Fast Self-Organized Maps for Massive Spectrophotometric Data Analysis.
Sensors
Carlos Dafonte, Daniel Garabato, Marco Antonio Álvarez, Minia Manteiga
2018 J jnl
Traceability in Patient Healthcare through the Integration of RFID Technology in an ICU in a Hospital.
Sensors
María Martínez Pérez, Carlos Dafonte, Ángel Gómez
2017 — conf
Distributed Unsupervised Clustering for Outlier Analysis in the Biggest Milky Way Survey: ESA Gaia Mission.
UCAmI
Daniel Garabato, Carlos Dafonte, Marco Antonio Álvarez, Minia Manteiga
2017 J jnl
The Development of an RFID Solution to Facilitate the Traceability of Patient and Pharmaceutical Data.
Sensors
María Martínez Pérez, Guillermo Vázquez González, Carlos Dafonte
2016 — conf
Analysis and Knowledge Discovery by Means of Self-Organizing Maps for Gaia Data Releases.
ICONIP (4)
Marco Antonio Álvarez, Carlos Dafonte, Daniel Garabato, Minia Manteiga
2016 J jnl
Evaluation of a Tracking System for Patients and Mixed Intravenous Medication Based on RFID Technology.
Sensors
María Martínez Pérez, Guillermo Vázquez González, Carlos Dafonte
2016 — conf
Improving the Locating Precision of an Active WIFI RFID System to Obtain Traceability of Patients in a Hospital.
AINA Workshops
María Martínez Pérez, Guillermo Vázquez González, José Ramon Vizoso Hermida, Isabel Martín Herranz, Carlos Dafonte
2016 J jnl
On the estimation of stellar parameters with uncertainty prediction from Generative Artificial Neural Networks: application to Gaia RVS simulated spectra.
CoRR
Carlos Dafonte, Diego Fustes, Minia Manteiga, Daniel Garabato, Marco Antonio Álvarez, Ana Ulla, C. Allende Prieto
2016 J jnl
Safety and Traceability in Patient Healthcare through the Integration of RFID Technology for Intravenous Mixtures in the Prescription-Validation-Elaboration-Dispensation-Administration Circuit to Day Hospital Patients.
Sensors
María Martínez Pérez, Guillermo Vázquez González, Carlos Dafonte
2015 — conf
A distributed learning algorithm for Self-Organizing Maps intended for outlier analysis in the GAIA - ESA mission.
IFSA-EUSFLAT
Daniel Garabato, Carlos Dafonte, Minia Manteiga, Diego Fustes, Marco Antonio Álvarez, Bernardino Arcay Varela
2015 J jnl
Mixing numerical and categorical data in a Self-Organizing Map by means of frequency neurons.
Appl. Soft Comput.
Carmelo del Coso, Diego Fustes, Carlos Dafonte, Francisco Javier Nóvoa, José M. Rodríguez-Pedreira, Bernardino Arcay Varela
2014 J jnl
A cloud-integrated web platform for marine monitoring using GIS and remote sensing. Application to oil spill detection through SAR images.
Future Gener. Comput. Syst.
Diego Fustes, Diego Cantorna, Carlos Dafonte, Bernardino Arcay Varela, Alfonso Iglesias, Minia Manteiga
2013 J jnl
SOM ensemble for unsupervised outlier analysis. Application to outlier identification in the Gaia astronomical survey.
Expert Syst. Appl.
Diego Fustes, Carlos Dafonte, Bernardino Arcay Varela, Minia Manteiga, Kester Smith, Antonella Vallenari, Xavier Luri
2012 — conf
Cloud Integrated Web Platform for Marine Monitoring Using GIS and Remote Sensing: Application to Oil Spill Detection through SAR Images.
UCAmI
Diego Fustes, Diego Cantorna, Carlos Dafonte, Alfonso Iglesias, Minia Manteiga, Bernardino Arcay Varela
2012 J jnl
HSC: A multi-resolution clustering strategy in Self-Organizing Maps applied to astronomical observations.
Appl. Soft Comput.
Diego Ordóñez, Carlos Dafonte, Bernardino Arcay Varela, Minia Manteiga
2010 J jnl
Parameterization of RVS synthetic stellar spectra for the ESA Gaia mission: Study of the optimal domain for ANN training.
Expert Syst. Appl.
Diego Ordóñez, Carlos Dafonte, Minia Manteiga, Bernardino Arcay Varela
2009 C conf
A Combination of Connectionist Systems and Evolutionary Computation Techniques to Achieve the Optimal Domain for Stellar Spectra Signal Processing.
IJCCI
Diego Ordóñez, Carlos Dafonte, Bernardino Arcay Varela, Minia Manteiga
2009 C conf
A Comparative Study of Stellar Spectra Analysis with Neural Networks in Transformed Domains.
IDEAL
Diego Ordóñez, Carlos Dafonte, Minia Manteiga, Bernardino Arcay Varela
2009 — conf
Outlier Analysis in BP/RP Spectral Bands.
ICANN (2)
Diego Ordóñez, Carlos Dafonte, Minia Manteiga, Bernardino Arcay Varela
2008 Misc conf
Parameter Extraction from RVS Stellar Spectra by Means of Artificial Neural Networks and Spectral Density Analysis.
HAIS
Diego Ordóñez, Carlos Dafonte, Minia Manteiga, Bernardino Arcay Varela
2008 Misc conf
STARMIND: Automated Classification of Astronomical Data Based on an Hybrid Strategy.
HAIS
Alejandra Rodríguez, Iciar Carricajo, Minia Manteiga, Carlos Dafonte, Bernardino Arcay Varela
2007 J jnl
Integration of remote sensing techniques and connectionist models for decision support in fishing catches.
Environ. Model. Softw.
Alfonso Iglesias, Carlos Dafonte, Bernardino Arcay Varela, José Manuel Cotos
2005 C conf
A Comparative Study of KBS, ANN and Statistical Clustering Techniques for Unattended Stellar Classification.
CIARP
Carlos Dafonte, Alejandra Rodríguez, Bernardino Arcay Varela, Iciar Carricajo, Minia Manteiga
2005 — conf
Hybrid Strategy for Automatic Stellar Classification.
ANNIIP
Alejandra Rodríguez, Carlos Dafonte, Bernardino Arcay Varela, Iciar Carricajo, Minia Manteiga
2005 C conf
The Performance of Various Edge Detector Algorithms in the Analysis of Total Hip Replacement X-rays.
CIARP
Alfonso Castro Martínez, Carlos Dafonte, Bernardino Arcay Varela
2004 J jnl
A comparison between functional networks and artificial neural networks for the prediction of fishing catches.
Neural Comput. Appl.
Alfonso Iglesias, Bernardino Arcay Varela, José Manuel Cotos, José A. Taboada, Carlos Dafonte
2004 Misc conf
An Artificial Neural Networks Approach to the Estimation of Physical Stellar Parameters.
AIAI
Alejandra Rodríguez, Iciar Carricajo, Carlos Dafonte, Bernardino Arcay Varela, Minia Manteiga
2004 — conf
An intelligent system for the spectral classification of stars - artificial neural networks vs. statistical clustering techniques.
SMC (4)
Alejandra Rodríguez, Carlos Dafonte, Bernardino Arcay Varela, Iciar Carricajo, Minia Manteiga
2004 J jnl
Automated knowledge-based analysis and classification of stellar spectra using fuzzy reasoning.
Expert Syst. Appl.
Alejandra Rodríguez, Bernardino Arcay Varela, Carlos Dafonte, Minia Manteiga, Iciar Carricajo
2004 B conf
Expert systems and artificial neural networks applied to stellar optical spectroscopy: a comparative analysis.
IJCNN
Alejandra Rodríguez, Carlos Dafonte, Bernardino Arcay Varela, Minia Manteiga, Iciar Carricajo
2004 — conf
FIPA-OS Agents Applied to Process Scheduling in Realtime Monitoring.
ICINCO (1)
Ángel Gómez, Diego Cantorna, Carlos Dafonte, Bernardino Arcay Varela
2003 — conf
An Artificial Neural Network Approach to Automatic Classification of Stellar Spectra.
IWANN (2)
Alejandra Rodríguez, Carlos Dafonte, Bernardino Arcay Varela, Minia Manteiga
2002 B conf
3D Visualization Module in a Telemedicine Project.
CBMS
Carlos Dafonte, Ángel Gómez, Bernardino Arcay Varela, Alfonso Castro Martínez, Javier Pereira
2001 — conf
Multilingual authoring through an artificial language.
MTSummit
Marcos Franco Sabarís, José Luis Rojas Alonso, Carlos Dafonte, Bernardino Arcay Varela
2000 J jnl
Knowledge-based system for telecontrol of anaerobic wastewater treatment plants.
Expert Syst. J. Knowl. Eng.
Julián Flores, Bernardino Arcay Varela, Carlos Dafonte
1999 — conf
A Prototype of Intelligent Telemedicine System in Intensive Care Units.
Applied Informatics
Carlos Dafonte, Bernardino Arcay Varela, Ángel Gómez, Julián Flores