Sergio Bermejo

Publication Activity (10 Years)

Years Active: 1998-2017
Publications (10 Years): 2

Top Topics

Wrapper Feature Selection

Class Separability

Irrelevant Features

Accurate Classification

Top Venues

Comput. Electron. Agric.

Publications

Sergio Bermejo
Ensembles of wrappers for automated feature selection in fish age classification. Comput. Electron. Agric. 134 (2017)
Sergio Bermejo
A post-non-linear source separation algorithm for bounded magnitude sources and its application to ISFETs. Neurocomputing 148 (2015)
Sergio Bermejo
Finite sample effects of the fast ICA algorithm. Neurocomputing 71 (1-3) (2007)
Sergio Bermejo, Brais Monegal
Fish age analysis and classification with kernel methods. Pattern Recognit. Lett. 28 (10) (2007)
Sergio Bermejo
The regularized LVQ1 algorithm. Neurocomputing 70 (1-3) (2006)
Sergio Bermejo
Independent Component Analysis for Solid-State Chemical Sensor Arrays. Appl. Intell. 24 (1) (2006)
Guillermo Bedoya, Sergio Bermejo, Joan Cabestany
Multichannel Blind Signal Separation in Semiconductor-Based GAS Sensor Arrays. IWANN (2005)
Sergio Bermejo
Cooperative electronic learning in virtual laboratories through forums. IEEE Trans. Educ. 48 (1) (2005)
Sergio Bermejo
Finite sample effects in higher order statistics contrast functions for sequential blind source separation. IEEE Signal Process. Lett. 12 (6) (2005)
Sergio Bermejo, Joan Cabestany
Ensemble Learning for Chemical Sensor Arrays. Neural Process. Lett. 19 (1) (2004)
Sergio Bermejo, Joan Cabestany
Local Averaging of Ensembles of LVQ-Based Nearest Neighbor Classifiers. Appl. Intell. 20 (1) (2004)
Sergio Bermejo, Ferran Revilla, Joan Cabestany
Virtual Labs for Neural Networks E-courses. IWANN (2) (2003)
Sergio Bermejo, Javier Dalmau
Web Meta-search Using Unsupervised Neural Networks. IWANN (2) (2003)
Sergio Bermejo
ISFET Source Separation Based on Linear ICA. IWANN (2) (2003)
Guillermo Bedoya, Sergio Bermejo, Joan Cabestany
Comparison of neural algorithms for blind source separation in sensor array applications. ESANN (2003)
Sergio Bermejo, Joan Cabestany
The effect of finite sample size on on-line K-means. Neurocomputing 48 (1-4) (2002)
Sergio Bermejo, Joan Cabestany
Oriented principal component analysis for large margin classifiers. Neural Networks 14 (10) (2001)
Sergio Bermejo, Joan Cabestany
Learning with Nearest Neighbour Classifiers. Neural Process. Lett. 13 (2) (2001)
Sergio Bermejo, Joan Cabestany
Large Margin Nearest Neighbor Classifiers. IWANN (1) (2001)
Sergio Bermejo, Joan Cabestany
Finite-Sample Convergence Properties of the LVQ1 Algorithm and the Batch LVQ1 Algorithm. Neural Process. Lett. 13 (2) (2001)
Sergio Bermejo, Joan Cabestany
Adaptive soft k-nearest-neighbour classifiers. Pattern Recognit. 33 (12) (2000)
Sergio Bermejo, Joan Cabestany
A Batch Learning Vector Quantization Algorithm for Nearest Neighbour Classification. Neural Process. Lett. 11 (3) (2000)
Sergio Bermejo, Joan Cabestany
On-Line Gradient Learning Algorithms for K-Nearest Neighbor Classifiers. IWANN (1) (1999)
Sergio Bermejo, Joan Cabestany
Adaptive soft k-nearest-neighbor classifiers. Pattern Recognit. 32 (12) (1999)
Sergio Bermejo, Joan Cabestany, Magdalena Payeras-Capellà
A new dynamic LVQ-based classifier and its application to handwritten character recognition. ESANN (1998)