Carlos Dafonte

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 27

Top Topics

Unsupervised Clustering

Rfid Technology

Top Venues

Publications

David Soler, Carlos Dafonte, Manuel Fernández-Veiga, Ana Fernández Vilas, Francisco Javier Nóvoa
Attribute-Based Authentication in Secure Group Messaging for Distributed Environments. CoRR (2024)
David Soler, Carlos Dafonte, Manuel Fernández-Veiga, Ana Fernández Vilas, Francisco Javier Nóvoa
A Privacy-preserving key transmission protocol to distribute QRNG keys using zk-SNARKs. CoRR (2024)
David Soler, Carlos Dafonte, Manuel Fernández-Veiga, Ana Fernández Vilas, Francisco Javier Nóvoa
A privacy-preserving key transmission protocol to distribute QRNG keys using zk-SNARKs. Comput. Networks 242 (2024)
David Soler, Iván Cillero, Carlos Dafonte, Manuel Fernández-Veiga, Ana Fernández Vilas, Francisco Javier Nóvoa
QKDNetSim+: Improvement of the Quantum Network Simulator for NS-3. CoRR (2024)
David Soler, Iván Cillero, Carlos Dafonte, Manuel Fernández-Veiga, Ana Fernández Vilas, Francisco Javier Nóvoa
QKDNetSim+: Improvement of the quantum network simulator for NS-3. SoftwareX 26 (2024)
Alejandro Mosteiro Vázquez, Carlos Dafonte, Ángel Gómez, Daniel Boubeta, Manuel G. Penedo
IoT-Watcher: A Climate Monitoring System for IT Infrastructures Based on IoT and Open-Source Technologies. UCAmI (3) (2023)
David Soler, Carlos Dafonte, Francisco Javier Nóvoa, Manuel Fernández-Veiga, Ana Fernández Vilas, Rebeca P. Díaz Redondo
Qerberos: A Protocol for Secure Distribution of QRNG Keys. CSR (2023)
Daniel Boubeta, Carlos Dafonte, Eduard Masana, Ana Ulla, Alejandro Mosteiro Vázquez, Minia Manteiga
FreeDSM: An Open IoT Platform for Ambient Light Pollution Monitoring. UCAmI (3) (2023)
Adrián Seco Fontecoba, Pedro Fernández-Arruti, Carlos Dafonte, Francisco Javier Nóvoa
Interception of BLE Communications in Wearables: An Application Case. UCAmI (2022)
Marco Antonio Álvarez, Carlos Dafonte, Minia Manteiga, Daniel Garabato, Raúl Santoveña
GUASOM: an adaptive visualization tool for unsupervised clustering in spectrophotometric astronomical surveys. Neural Comput. Appl. 34 (3) (2022)
Daniel Garabato, Carlos Dafonte, Raúl Santoveña, Arturo Silvelo, Francisco Javier Nóvoa, Minia Manteiga
AI-based user authentication reinforcement by continuous extraction of behavioral interaction features. Neural Comput. Appl. 34 (14) (2022)
María Martínez Pérez, Pablo Regueiro-Morandeira, Ángel Gómez, Carlos Dafonte
The Integration of NFC Technology into the Process of Prescription-Dispensation-Administration of Medication to Patients over 65 years Old at Home. UCAmI (2022)
Arturo Silvelo, Carlos Dafonte, Daniel Boubeta, Ana Ulla, Minia Manteiga, Eduard Masana
FreeDSM: An Open IoT Device for Citizen Light Pollution Monitoring. UCAmI (2022)
Pedro Fernández-Arruti, Alejandro Mosteiro Vázquez, Carlos Dafonte, Diego Fernández, Francisco Javier Nóvoa
Real-Time Network Auditing System Based on Low-Cost IoT Devices. UCAmI (2022)
Carlos Dafonte, Alejandra Rodríguez, Minia Manteiga, Ángel Gómez, Bernardino Arcay Varela
A Blended Artificial Intelligence Approach for Spectral Classification of Stars in Massive Astronomical Surveys. Entropy 22 (5) (2020)
Manuel F. López-Vizcaíno, Carlos Dafonte, Francisco Javier Nóvoa, Daniel Garabato, Marco Antonio Álvarez, Diego Fernández
Network Data Flow Clustering based on Unsupervised Learning. NCA (2019)
María Martínez Pérez, Carlos Dafonte, Ana Belén Pérez Boado, Ángel Gómez
Tracking and Minimization of Adverse Events in the Patient Care Process while in a Hospital Emergency Service Area. UCAmI (2019)
Diego Cantorna, Carlos Dafonte, Alfonso Iglesias, Bernardino Arcay Varela
Oil spill segmentation in SAR images using convolutional neural networks. A comparative analysis with clustering and logistic regression algorithms. Appl. Soft Comput. 84 (2019)
María Martínez Pérez, Carlos Dafonte, Ángel Gómez
Traceability in Patient Healthcare through the Integration of RFID Technology in an ICU in a Hospital. Sensors 18 (5) (2018)
Carlos Dafonte, Daniel Garabato, Marco Antonio Álvarez, Minia Manteiga
Distributed Fast Self-Organized Maps for Massive Spectrophotometric Data Analysis. Sensors 18 (5) (2018)
María Martínez Pérez, Guillermo Vázquez González, Carlos Dafonte
The Development of an RFID Solution to Facilitate the Traceability of Patient and Pharmaceutical Data. Sensors 17 (10) (2017)
Daniel Garabato, Carlos Dafonte, Marco Antonio Álvarez, Minia Manteiga
Distributed Unsupervised Clustering for Outlier Analysis in the Biggest Milky Way Survey: ESA Gaia Mission. UCAmI (2017)
Marco Antonio Álvarez, Carlos Dafonte, Daniel Garabato, Minia Manteiga
Analysis and Knowledge Discovery by Means of Self-Organizing Maps for Gaia Data Releases. ICONIP (4) (2016)
María Martínez Pérez, Guillermo Vázquez González, Carlos Dafonte
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 16 (8) (2016)
María Martínez Pérez, Guillermo Vázquez González, José Ramon Vizoso Hermida, Isabel Martín Herranz, Carlos Dafonte
Improving the Locating Precision of an Active WIFI RFID System to Obtain Traceability of Patients in a Hospital. AINA Workshops (2016)
Carlos Dafonte, Diego Fustes, Minia Manteiga, Daniel Garabato, Marco Antonio Álvarez, Ana Ulla, C. Allende Prieto
On the estimation of stellar parameters with uncertainty prediction from Generative Artificial Neural Networks: application to Gaia RVS simulated spectra. CoRR (2016)
María Martínez Pérez, Guillermo Vázquez González, Carlos Dafonte
Evaluation of a Tracking System for Patients and Mixed Intravenous Medication Based on RFID Technology. Sensors 16 (12) (2016)
Daniel Garabato, Carlos Dafonte, Minia Manteiga, Diego Fustes, Marco Antonio Álvarez, Bernardino Arcay Varela
A distributed learning algorithm for Self-Organizing Maps intended for outlier analysis in the GAIA - ESA mission. IFSA-EUSFLAT (2015)
Carmelo del Coso, Diego Fustes, Carlos Dafonte, Francisco Javier Nóvoa, José M. Rodríguez-Pedreira, Bernardino Arcay Varela
Mixing numerical and categorical data in a Self-Organizing Map by means of frequency neurons. Appl. Soft Comput. 36 (2015)
Diego Fustes, Diego Cantorna, Carlos Dafonte, Bernardino Arcay Varela, Alfonso Iglesias, Minia Manteiga
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. 34 (2014)
Diego Fustes, Carlos Dafonte, Bernardino Arcay Varela, Minia Manteiga, Kester Smith, Antonella Vallenari, Xavier Luri
SOM ensemble for unsupervised outlier analysis. Application to outlier identification in the Gaia astronomical survey. Expert Syst. Appl. 40 (5) (2013)
Diego Fustes, Diego Cantorna, Carlos Dafonte, Alfonso Iglesias, Minia Manteiga, Bernardino Arcay Varela
Cloud Integrated Web Platform for Marine Monitoring Using GIS and Remote Sensing: Application to Oil Spill Detection through SAR Images. UCAmI (2012)
Diego Ordóñez, Carlos Dafonte, Bernardino Arcay Varela, Minia Manteiga
HSC: A multi-resolution clustering strategy in Self-Organizing Maps applied to astronomical observations. Appl. Soft Comput. 12 (1) (2012)
Diego Ordóñez, Carlos Dafonte, Minia Manteiga, Bernardino Arcay Varela
Parameterization of RVS synthetic stellar spectra for the ESA Gaia mission: Study of the optimal domain for ANN training. Expert Syst. Appl. 37 (2) (2010)
Diego Ordóñez, Carlos Dafonte, Minia Manteiga, Bernardino Arcay Varela
A Comparative Study of Stellar Spectra Analysis with Neural Networks in Transformed Domains. IDEAL (2009)
Diego Ordóñez, Carlos Dafonte, Bernardino Arcay Varela, Minia Manteiga
A Combination of Connectionist Systems and Evolutionary Computation Techniques to Achieve the Optimal Domain for Stellar Spectra Signal Processing. IJCCI (2009)
Diego Ordóñez, Carlos Dafonte, Minia Manteiga, Bernardino Arcay Varela
Outlier Analysis in BP/RP Spectral Bands. ICANN (2) (2009)
Diego Ordóñez, Carlos Dafonte, Minia Manteiga, Bernardino Arcay Varela
Parameter Extraction from RVS Stellar Spectra by Means of Artificial Neural Networks and Spectral Density Analysis. HAIS (2008)
Alejandra Rodríguez, Iciar Carricajo, Minia Manteiga, Carlos Dafonte, Bernardino Arcay Varela
STARMIND: Automated Classification of Astronomical Data Based on an Hybrid Strategy. HAIS (2008)
Alfonso Iglesias, Carlos Dafonte, Bernardino Arcay Varela, José Manuel Cotos
Integration of remote sensing techniques and connectionist models for decision support in fishing catches. Environ. Model. Softw. 22 (6) (2007)
Alfonso Castro Martínez, Carlos Dafonte, Bernardino Arcay Varela
The Performance of Various Edge Detector Algorithms in the Analysis of Total Hip Replacement X-rays. CIARP (2005)
Alejandra Rodríguez, Carlos Dafonte, Bernardino Arcay Varela, Iciar Carricajo, Minia Manteiga
Hybrid Strategy for Automatic Stellar Classification. ANNIIP (2005)
Carlos Dafonte, Alejandra Rodríguez, Bernardino Arcay Varela, Iciar Carricajo, Minia Manteiga
A Comparative Study of KBS, ANN and Statistical Clustering Techniques for Unattended Stellar Classification. CIARP (2005)
Alejandra Rodríguez, Carlos Dafonte, Bernardino Arcay Varela, Iciar Carricajo, Minia Manteiga
An intelligent system for the spectral classification of stars - artificial neural networks vs. statistical clustering techniques. SMC (4) (2004)
Ángel Gómez, Diego Cantorna, Carlos Dafonte, Bernardino Arcay Varela
FIPA-OS Agents Applied to Process Scheduling in Realtime Monitoring. ICINCO (1) (2004)
Alejandra Rodríguez, Bernardino Arcay Varela, Carlos Dafonte, Minia Manteiga, Iciar Carricajo
Automated knowledge-based analysis and classification of stellar spectra using fuzzy reasoning. Expert Syst. Appl. 27 (2) (2004)
Alfonso Iglesias, Bernardino Arcay Varela, José Manuel Cotos, José A. Taboada, Carlos Dafonte
A comparison between functional networks and artificial neural networks for the prediction of fishing catches. Neural Comput. Appl. 13 (1) (2004)
Alejandra Rodríguez, Iciar Carricajo, Carlos Dafonte, Bernardino Arcay Varela, Minia Manteiga
An Artificial Neural Networks Approach to the Estimation of Physical Stellar Parameters. AIAI (2004)
Alejandra Rodríguez, Carlos Dafonte, Bernardino Arcay Varela, Minia Manteiga
An Artificial Neural Network Approach to Automatic Classification of Stellar Spectra. IWANN (2) (2003)
Carlos Dafonte, Ángel Gómez, Bernardino Arcay Varela, Alfonso Castro Martínez, Javier Pereira
3D Visualization Module in a Telemedicine Project. CBMS (2002)
Marcos Franco Sabarís, José Luis Rojas Alonso, Carlos Dafonte, Bernardino Arcay Varela
Multilingual authoring through an artificial language. MTSummit (2001)
Julián Flores, Bernardino Arcay Varela, Carlos Dafonte
Knowledge-based system for telecontrol of anaerobic wastewater treatment plants. Expert Syst. J. Knowl. Eng. 17 (2) (2000)
Carlos Dafonte, Bernardino Arcay Varela, Ángel Gómez, Julián Flores
A Prototype of Intelligent Telemedicine System in Intensive Care Units. Applied Informatics (1999)