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ORCIDCarlos Dafonte
Carlos Dafonte Vázquez – José Carlos Dafonte Vázquez
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Journal Articles
- 2024
[j21]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: 110259 (2024)- [j20]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: 101685 (2024) - 2022
- [j19]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): 1993-2006 (2022) - [j18]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): 11691-11705 (2022) - 2020
- [j17]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): 518 (2020) - 2019
- [j16]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) - 2018
- [j15]Carlos Dafonte, Daniel Garabato, Marco Antonio Álvarez, Minia Manteiga:
Distributed Fast Self-Organized Maps for Massive Spectrophotometric Data Analysis. Sensors 18(5): 1419 (2018) - [j14]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): 1627 (2018) - 2017
- [j13]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): 2247 (2017) - 2016
- [j12]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): 1188 (2016) - [j11]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): 2031 (2016) - 2015
- [j10]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: 246-254 (2015) - 2014
- [j9]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: 155-160 (2014) - 2013
- [j8]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): 1530-1541 (2013) - 2012
- [j7]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): 204-215 (2012) - 2010
- [j6]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): 1719-1727 (2010) - 2007
- [j5]José Carlos Dafonte Vázquez, Alfonso Castro Martínez, Ángel Gómez, Bernardino Arcay Varela:
Intelligent agents technology applied to tasks scheduling and communications management in a critical care telemonitoring system. Comput. Biol. Medicine 37(6): 760-773 (2007) - [j4]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): 862-870 (2007) - 2004
- [j3]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): 237-244 (2004) - [j2]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): 24-31 (2004) - 2000
- [j1]Julián Flores, Bernardino Arcay Varela, Carlos Dafonte:
Knowledge-based system for telecontrol of anaerobic wastewater treatment plants. Expert Syst. J. Knowl. Eng. 17(2): 71-80 (2000)
Conference and Workshop Papers
- 2023
- [c34]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: 36-41 - [c33]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: 16-24 - [c32]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: 159-165 - 2022
- [c31]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: 139-144 - [c30]Arturo Silvelo, Carlos Dafonte, Daniel Boubeta, Ana Ulla, Minia Manteiga, Eduard Masana:
FreeDSM: An Open IoT Device for Citizen Light Pollution Monitoring. UCAmI 2022: 634-641 - [c29]Adrián Seco Fontecoba, Pedro Fernández-Arruti, Carlos Dafonte, Francisco Javier Nóvoa:
Interception of BLE Communications in Wearables: An Application Case. UCAmI 2022: 1019-1030 - [c28]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: 1061-1072 - [c27]Lara Pallas-Quintela, Melissa Ness, Minia Manteiga Outeiro, José Carlos Dafonte Vázquez:
Dust extinction removal from BP/RP spectra gathered from the Gaia Space Telescope using machine learning algorithms. XoveTIC 2022: 73-76 - [c26]Pedro Fernández-Arruti Gallego, Alejandro Manuel Mosteiro Vázquez, José Carlos Dafonte Vázquez, Francisco Javier Nóvoa:
Low-cost, scalable IoT technology for real-time streaming network auditing. XoveTIC 2022: 100-103 - [c25]Iván Froiz-Míguez, Óscar Blanco-Novoa, Paula Fraga-Lamas, Diego Fustes, José Carlos Dafonte Vázquez, Javier Pereira, Tiago M. Fernández-Caramés:
Design and Evaluation of a Cross-Lingual ML-based Automatic Speech Recognition System Fine-tuned for the Galician Language. XoveTIC 2022: 152-155 - 2019
- [c24]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: 1-5 - [c23]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: 48 - 2017
- [c22]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: 840-852 - 2016
- [c21]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: 833-837 - [c20]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: 137-144 - 2015
- [c19]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 - 2014
- [c18]María Martínez Pérez, José Ramon Vizoso Hermida, Isabel Martín Herranz, Guillermo Vázquez González, Carlos Dafonte Vázquez:
Patient and Medications Tracking by Means of RFID Technology at the Public Ambulatory Hospital of A Coruña. UCAmI 2014: 263-267 - 2012
- [c17]Alberto Rey, Alfonso Castro Martínez, José Carlos Dafonte Vázquez, Bernardino Arcay Varela:
A Novel Visualizer of Medical Images by Integrating an Extensible Plugin Framework. IWAAL 2012: 41-48 - [c16]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: 446-453 - 2009
- [c15]Diego Ordóñez, Carlos Dafonte, Minia Manteiga, Bernardino Arcay Varela:
Outlier Analysis in BP/RP Spectral Bands. ICANN (2) 2009: 378-386 - [c14]Diego Ordóñez, Carlos Dafonte, Minia Manteiga, Bernardino Arcay Varela:
A Comparative Study of Stellar Spectra Analysis with Neural Networks in Transformed Domains. IDEAL 2009: 384-391 - [c13]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: 323-330 - 2008
- [c12]Alejandra Rodríguez, Iciar Carricajo, Minia Manteiga, Carlos Dafonte, Bernardino Arcay Varela:
STARMIND: Automated Classification of Astronomical Data Based on an Hybrid Strategy. HAIS 2008: 196-203 - [c11]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: 212-219 - 2005
- [c10]Alejandra Rodríguez, Carlos Dafonte, Bernardino Arcay Varela, Iciar Carricajo, Minia Manteiga:
Hybrid Strategy for Automatic Stellar Classification. ANNIIP 2005: 62-71 - [c9]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: 506-517 - [c8]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: 566-577 - 2004
- [c7]Ángel Gómez, Diego Cantorna, Carlos Dafonte, Bernardino Arcay Varela:
FIPA-OS Agents Applied to Process Scheduling in Realtime Monitoring. ICINCO (1) 2004: 70-75 - [c6]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: 45-54 - [c5]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: 3559-3564 - 2003
- [c4]Alejandra Rodríguez, Carlos Dafonte, Bernardino Arcay Varela, Minia Manteiga:
An Artificial Neural Network Approach to Automatic Classification of Stellar Spectra. IWANN (2) 2003: 639-646 - 2002
- [c3]Carlos Dafonte, Ángel Gómez, Bernardino Arcay Varela, Alfonso Castro Martínez, Javier Pereira:
3D Visualization Module in a Telemedicine Project. CBMS 2002: 193-198 - 2001
- [c2]Marcos Franco Sabarís, José Luis Rojas Alonso, Carlos Dafonte, Bernardino Arcay Varela:
Multilingual authoring through an artificial language. MTSummit 2001 - 1999
- [c1]Carlos Dafonte, Bernardino Arcay Varela, Ángel Gómez, Julián Flores:
A Prototype of Intelligent Telemedicine System in Intensive Care Units. Applied Informatics 1999: 330-332
Informal and Other Publications
- 2024
- [i4]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 abs/2401.16170 (2024) - [i3]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 abs/2402.10822 (2024) - [i2]David Soler, Carlos Dafonte, Manuel Fernández-Veiga, Ana Fernández Vilas, Francisco Javier Nóvoa:
Attribute-Based Authentication in Secure Group Messaging for Distributed Environments. CoRR abs/2405.12042 (2024) - 2016
- [i1]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 abs/1607.05954 (2016)
Coauthor Index
Minia Manteiga
aka: Minia Manteiga Outeiro
aka: Minia Manteiga Outeiro
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