Bernardino Arcay Varela

According to our database1, Bernardino Arcay Varela authored at least 40 papers between 1999 and 2021.

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



In proceedings 
PhD thesis 


Online presence:



A hybrid CAD system for lung nodule detection using CT studies based in soft computing.
Expert Syst. Appl., 2021

A Blended Artificial Intelligence Approach for Spectral Classification of Stars in Massive Astronomical Surveys.
Entropy, 2020

Oil spill segmentation in SAR images using convolutional neural networks. A comparative analysis with clustering and logistic regression algorithms.
Appl. Soft Comput., 2019

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 Gener. Comput. Syst., 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

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

Study of Various Neural Networks to Improve the Defuzzification of Fuzzy Clustering Algorithms for ROIs Detection in Lung CTs.
Proceedings of the Advances in Computational Intelligence, 2011

Study on various defuzzification methods for fuzzy clustering algorithms to improve ROIs detection in lung CTs.
Proceedings of the FUZZ-IEEE 2011, 2011

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

An Analysis of Different Clustering Algorithms for ROI Detection in High Resolutions CT Lung Images.
Proceedings of the Computer Vision and Graphics - International Conference, 2010

Fuzzy Logic Applied to Biomedical Image Analysis.
Proceedings of the Encyclopedia of Artificial Intelligence (3 Volumes), 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

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.
Environ. Model. Softw., 2007

Intelligent agents technology applied to tasks scheduling and communications management in a critical care telemonitoring system.
Comput. Biol. Medicine, 2007

Analysis of Fuzzy Clustering Algorithms for the Segmentation of Burn Wounds Photographs.
Proceedings of the Image Analysis and Recognition, Third International Conference, 2006

Optimisation of fishing predictions by means of artificial neural networks, anfis, functional networks and remote sensing images.
Expert Syst. Appl., 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

A Support System for Fisheries Based on Neural Networks .
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 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

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

Artificial Neural Networks Manipulation Server: Research on the Integration of Databases and Artificial Neural Networks.
Neural Comput. Appl., 2002

Development of a System for Access to and Exploitation of Medical Images.
Proceedings of the 15th IEEE Symposium on Computer-Based Medical Systems (CBMS 2002), 2002

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

Analysis and evaluation of hard and fuzzy clustering segmentation techniques in burned patient images.
Image Vis. Comput., 2000

Knowledge-based system for telecontrol of anaerobic wastewater treatment plants.
Expert Syst. J. Knowl. Eng., 2000

Prepossessing of Radiological Images: Comparison of the Application of Polynomic Algorithms and Artificial Neural Networks to the Elimination of Variations in Background Luminosity.
Proceedings of the Engineering Applications of Bio-Inspired Artificial Neural Networks, 1999

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