Carlos Dafonte
Orcid: 0000-0003-4693-7555
According to our database1,
Carlos Dafonte
authored at least 56 papers
between 1999 and 2024.
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Bibliography
2024
Attribute-Based Authentication in Secure Group Messaging for Distributed Environments.
CoRR, 2024
A privacy-preserving key transmission protocol to distribute QRNG keys using zk-SNARKs.
Comput. Networks, 2024
2023
IoT-Watcher: A Climate Monitoring System for IT Infrastructures Based on IoT and Open-Source Technologies.
Proceedings of the 15th International Conference on Ubiquitous Computing & Ambient Intelligence (UCAmI 2023), 2023
Proceedings of the 15th International Conference on Ubiquitous Computing & Ambient Intelligence (UCAmI 2023), 2023
Proceedings of the IEEE International Conference on Cyber Security and Resilience, 2023
2022
AI-based user authentication reinforcement by continuous extraction of behavioral interaction features.
Neural Comput. Appl., 2022
GUASOM: an adaptive visualization tool for unsupervised clustering in spectrophotometric astronomical surveys.
Neural Comput. Appl., 2022
Dust extinction removal from BP/RP spectra gathered from the Gaia Space Telescope using machine learning algorithms.
Proceedings of V XoveTIC Conference, 2022
Proceedings of V XoveTIC Conference, 2022
Design and Evaluation of a Cross-Lingual ML-based Automatic Speech Recognition System Fine-tuned for the Galician Language.
Proceedings of V XoveTIC Conference, 2022
Proceedings of the International Conference on Ubiquitous Computing & Ambient Intelligence, 2022
The Integration of NFC Technology into the Process of Prescription-Dispensation-Administration of Medication to Patients over 65 years Old at Home.
Proceedings of the International Conference on Ubiquitous Computing & Ambient Intelligence, 2022
Proceedings of the International Conference on Ubiquitous Computing & Ambient Intelligence, 2022
Proceedings of the International Conference on Ubiquitous Computing & Ambient Intelligence, 2022
2020
A Blended Artificial Intelligence Approach for Spectral Classification of Stars in Massive Astronomical Surveys.
Entropy, 2020
2019
Oil spill segmentation in SAR images using convolutional neural networks. A comparative analysis with clustering and logistic regression algorithms.
Appl. Soft Comput., 2019
Tracking and Minimization of Adverse Events in the Patient Care Process while in a Hospital Emergency Service Area.
Proceedings of the 13th International Conference on Ubiquitous Computing and Ambient Intelligence, 2019
Proceedings of the 18th IEEE International Symposium on Network Computing and Applications, 2019
2018
Traceability in Patient Healthcare through the Integration of RFID Technology in an ICU in a Hospital.
Sensors, 2018
Sensors, 2018
2017
The Development of an RFID Solution to Facilitate the Traceability of Patient and Pharmaceutical Data.
Sensors, 2017
Distributed Unsupervised Clustering for Outlier Analysis in the Biggest Milky Way Survey: ESA Gaia Mission.
Proceedings of the Ubiquitous Computing and Ambient Intelligence, 2017
2016
Evaluation of a Tracking System for Patients and Mixed Intravenous Medication Based on RFID Technology.
Sensors, 2016
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, 2016
On the estimation of stellar parameters with uncertainty prediction from Generative Artificial Neural Networks: application to Gaia RVS simulated spectra.
CoRR, 2016
Analysis and Knowledge Discovery by Means of Self-Organizing Maps for Gaia Data Releases.
Proceedings of the Neural Information Processing - 23rd International Conference, 2016
Improving the Locating Precision of an Active WIFI RFID System to Obtain Traceability of Patients in a Hospital.
Proceedings of the 30th International Conference on Advanced Information Networking and Applications Workshops, 2016
2015
Mixing numerical and categorical data in a Self-Organizing Map by means of frequency neurons.
Appl. Soft Comput., 2015
A distributed learning algorithm for Self-Organizing Maps intended for outlier analysis in the GAIA - ESA mission.
Proceedings of the 2015 Conference of the International Fuzzy Systems Association and the European Society for Fuzzy Logic and Technology (IFSA-EUSFLAT-15), 2015
2014
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., 2014
Patient and Medications Tracking by Means of RFID Technology at the Public Ambulatory Hospital of A Coruña.
Proceedings of the Ubiquitous Computing and Ambient Intelligence. Personalisation and User Adapted Services, 2014
2013
SOM ensemble for unsupervised outlier analysis. Application to outlier identification in the Gaia astronomical survey.
Expert Syst. Appl., 2013
2012
HSC: A multi-resolution clustering strategy in Self-Organizing Maps applied to astronomical observations.
Appl. Soft Comput., 2012
Proceedings of the Ambient Assisted Living and Home Care - 4th International Workshop, 2012
2010
Parameterization of RVS synthetic stellar spectra for the ESA Gaia mission: Study of the optimal domain for ANN training.
Expert Syst. Appl., 2010
2009
A Combination of Connectionist Systems and Evolutionary Computation Techniques to Achieve the Optimal Domain for Stellar Spectra Signal Processing.
Proceedings of the IJCCI 2009, 2009
A Comparative Study of Stellar Spectra Analysis with Neural Networks in Transformed Domains.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2009
Proceedings of the Artificial Neural Networks, 2009
2008
Proceedings of the Hybrid Artificial Intelligence Systems, Third International Workshop, 2008
Parameter Extraction from RVS Stellar Spectra by Means of Artificial Neural Networks and Spectral Density Analysis.
Proceedings of the Hybrid Artificial Intelligence Systems, Third International Workshop, 2008
2007
Integration of remote sensing techniques and connectionist models for decision support in fishing catches.
Environ. Model. Softw., 2007
Intelligent agents technology applied to tasks scheduling and communications management in a critical care telemonitoring system.
Comput. Biol. Medicine, 2007
2005
The Performance of Various Edge Detector Algorithms in the Analysis of Total Hip Replacement X-rays.
Proceedings of the Progress in Pattern Recognition, 2005
A Comparative Study of KBS, ANN and Statistical Clustering Techniques for Unattended Stellar Classification.
Proceedings of the Progress in Pattern Recognition, 2005
Hybrid Strategy for Automatic Stellar Classification.
Proceedings of the Artificial Neural Networks and Intelligent Information Processing, 2005
2004
A comparison between functional networks and artificial neural networks for the prediction of fishing catches.
Neural Comput. Appl., 2004
Automated knowledge-based analysis and classification of stellar spectra using fuzzy reasoning.
Expert Syst. Appl., 2004
An intelligent system for the spectral classification of stars - artificial neural networks vs. statistical clustering techniques.
Proceedings of the IEEE International Conference on Systems, 2004
An Artificial Neural Networks Approach to the Estimation of Physical Stellar Parameters.
Proceedings of the Artificial Intelligence Applications and Innovations, 2004
FIPA-OS Agents Applied to Process Scheduling in Realtime Monitoring.
Proceedings of the ICINCO 2004, 2004
2003
An Artificial Neural Network Approach to Automatic Classification of Stellar Spectra.
Proceedings of the Artificial Neural Nets Problem Solving Methods, 2003
2002
Proceedings of the 15th IEEE Symposium on Computer-Based Medical Systems (CBMS 2002), 2002
2001
Proceedings of Machine Translation Summit VIII, 2001
2000
Expert Syst. J. Knowl. Eng., 2000
1999
A Prototype of Intelligent Telemedicine System in Intensive Care Units.
Proceedings of the 17th IASTED International Conference on Applied Informatics, 1999