Carlos Dafonte

According to our database1, Carlos Dafonte authored at least 36 papers between 1999 and 2018.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.



In proceedings 
PhD thesis 





Traceability in Patient Healthcare through the Integration of RFID Technology in an ICU in a Hospital.
Sensors, 2018

Distributed Fast Self-Organized Maps for Massive Spectrophotometric Data Analysis.
Sensors, 2018

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

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

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

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

A cloud-integrated web platform for marine monitoring using GIS and remote sensing. Application to oil spill detection through SAR images.
Future Generation Comp. 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

SOM ensemble for unsupervised outlier analysis. Application to outlier identification in the Gaia astronomical survey.
Expert Syst. Appl., 2013

HSC: A multi-resolution clustering strategy in Self-Organizing Maps applied to astronomical observations.
Appl. Soft Comput., 2012

Cloud Integrated Web Platform for Marine Monitoring Using GIS and Remote Sensing: Application to Oil Spill Detection through SAR Images.
Proceedings of the Ubiquitous Computing and Ambient Intelligence, 2012

A Novel Visualizer of Medical Images by Integrating an Extensible Plugin Framework.
Proceedings of the Ambient Assisted Living and Home Care - 4th International Workshop, 2012

Parameterization of RVS synthetic stellar spectra for the ESA Gaia mission: Study of the optimal domain for ANN training.
Expert Syst. Appl., 2010

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

Outlier Analysis in BP/RP Spectral Bands.
Proceedings of the Artificial Neural Networks, 2009

STARMIND: Automated Classification of Astronomical Data Based on an Hybrid Strategy.
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

Integration of remote sensing techniques and connectionist models for decision support in fishing catches.
Environmental Modelling and Software, 2007

Intelligent agents technology applied to tasks scheduling and communications management in a critical care telemonitoring system.
Comp. in Bio. and Med., 2007

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

A comparison between functional networks and artificial neural networks for the prediction of fishing catches.
Neural Computing and Applications, 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

An Artificial Neural Network Approach to Automatic Classification of Stellar Spectra.
Proceedings of the Artificial Neural Nets Problem Solving Methods, 2003

3D Visualization Module in a Telemedicine Project.
Proceedings of the 15th IEEE Symposium on Computer-Based Medical Systems (CBMS 2002), 2002

Knowledge-based system for telecontrol of anaerobic wastewater treatment plants.
Expert Systems, 2000

A Prototype of Intelligent Telemedicine System in Intensive Care Units.
Proceedings of the 17th IASTED International Conference on Applied Informatics, 1999