Sergio Bermejo

According to our database, Sergio Bermejo authored at least 25 papers between 1998 and 2017.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2017

Ensembles of wrappers for automated feature selection in fish age classification.

Sergio Bermejo

Comput. Electron. Agric., 2017

2015

A post-non-linear source separation algorithm for bounded magnitude sources and its application to ISFETs.

Sergio Bermejo

Neurocomputing, 2015

2007

Fish age analysis and classification with kernel methods.

Sergio Bermejo, Brais Monegal

Pattern Recognit. Lett., 2007

Finite sample effects of the fast ICA algorithm.

Sergio Bermejo

Neurocomputing, 2007

2006

The regularized LVQ1 algorithm.

Sergio Bermejo

Neurocomputing, 2006

Independent Component Analysis for Solid-State Chemical Sensor Arrays.

Sergio Bermejo

Appl. Intell., 2006

2005

Cooperative electronic learning in virtual laboratories through forums.

Sergio Bermejo

IEEE Trans. Educ., 2005

Finite sample effects in higher order statistics contrast functions for sequential blind source separation.

Sergio Bermejo

IEEE Signal Process. Lett., 2005

Multichannel Blind Signal Separation in Semiconductor-Based GAS Sensor Arrays.

Guillermo Bedoya, Sergio Bermejo, Joan Cabestany

Proceedings of the Computational Intelligence and Bioinspired Systems, 2005

2004

Ensemble Learning for Chemical Sensor Arrays.

Sergio Bermejo, Joan Cabestany

Neural Process. Lett., 2004

Local Averaging of Ensembles of LVQ-Based Nearest Neighbor Classifiers.

Sergio Bermejo, Joan Cabestany

Appl. Intell., 2004

2003

Virtual Labs for Neural Networks E-courses.

Sergio Bermejo, Ferran Revilla, Joan Cabestany

Proceedings of the Artificial Neural Nets Problem Solving Methods, 2003

Web Meta-search Using Unsupervised Neural Networks.

Sergio Bermejo, Javier Dalmau

Proceedings of the Artificial Neural Nets Problem Solving Methods, 2003

ISFET Source Separation Based on Linear ICA.

Sergio Bermejo

Proceedings of the Artificial Neural Nets Problem Solving Methods, 2003

Comparison of neural algorithms for blind source separation in sensor array applications.

Guillermo Bedoya, Sergio Bermejo, Joan Cabestany

Proceedings of the 11th European Symposium on Artificial Neural Networks, 2003

2002

The effect of finite sample size on on-line K-means.

Sergio Bermejo, Joan Cabestany

Neurocomputing, 2002

2001

Learning with Nearest Neighbour Classifiers.

Sergio Bermejo, Joan Cabestany

Neural Process. Lett., 2001

Finite-Sample Convergence Properties of the LVQ1 Algorithm and the Batch LVQ1 Algorithm.

Sergio Bermejo, Joan Cabestany

Neural Process. Lett., 2001

Oriented principal component analysis for large margin classifiers.

Sergio Bermejo, Joan Cabestany

Neural Networks, 2001

Large Margin Nearest Neighbor Classifiers.

Sergio Bermejo, Joan Cabestany

Proceedings of the Connectionist Models of Neurons, 2001

2000

Adaptive soft k-nearest-neighbour classifiers.

Sergio Bermejo, Joan Cabestany

Pattern Recognit., 2000

A Batch Learning Vector Quantization Algorithm for Nearest Neighbour Classification.

Sergio Bermejo, Joan Cabestany

Neural Process. Lett., 2000

1999

Adaptive soft k-nearest-neighbor classifiers.

Sergio Bermejo, Joan Cabestany

Pattern Recognit., 1999

On-Line Gradient Learning Algorithms for K-Nearest Neighbor Classifiers.

Sergio Bermejo, Joan Cabestany

Proceedings of the Foundations and Tools for Neural Modeling, 1999

1998

A new dynamic LVQ-based classifier and its application to handwritten character recognition.

Sergio Bermejo, Joan Cabestany, Magdalena Payeras-Capellà

Proceedings of the 6th European Symposium on Artificial Neural Networks, 1998