Minia Manteiga

According to our database1, Minia Manteiga authored at least 20 papers between 2003 and 2018.

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



In proceedings 
PhD thesis 




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

Distributed Unsupervised Clustering for Outlier Analysis in the Biggest Milky Way Survey: ESA Gaia Mission.
Proceedings of the Ubiquitous Computing and Ambient Intelligence, 2017

Analysis and Knowledge Discovery by Means of Self-Organizing Maps for Gaia Data Releases.
Proceedings of the Neural Information Processing - 23rd International Conference, 2016

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

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

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

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

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

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