Carlos J. Alonso-González
List of publications from the
 | 2012 |
| 21 |  | Carlos J. Alonso-González,
Q. Isaac Moro-Sancho,
María Aráncha Simón Hurtado,
Ricardo Varela-Arrabal:
Microarray gene expression classification with few genes: Criteria to combine attribute selection and classification methods.
Expert Syst. Appl. 39(8): 7270-7280 (2012) |
| 2011 |
| 20 |  | Carlos J. Alonso-González,
Noemi Moya,
Gautam Biswas:
Dynamic Bayesian Network Factors from Possible Conflicts for Continuous System Diagnosis.
CAEPIA 2011: 223-232 |
| 2010 |
| 19 |  | Carlos J. Alonso-González,
Juan José Rodríguez,
Oscar J. Prieto,
Belarmino Pulido Junquera:
Ensemble Methods and Model Based Diagnosis Using Possible Conflicts and System Decomposition.
IEA/AIE (2) 2010: 116-125 |
| 18 |  | Carlos J. Alonso-González,
Q. Isaac Moro-Sancho,
Iván Ramos-Muñoz,
María Aránzazu Simón Hurtado:
Rotation Forest on Microarray Domain: PCA versus ICA.
IEA/AIE (2) 2010: 96-105 |
| 2009 |
| 17 |  | Carlos J. Alonso-González,
Q. Isaac Moro,
Oscar J. Prieto,
María Aránzazu Simón Hurtado:
Selecting Few Genes for Microarray Gene Expression Classification.
CAEPIA 2009: 111-120 |
| 2007 |
| 16 |  | Carlos J. Alonso,
Oscar J. Prieto,
Juan José Rodríguez,
Aníbal Bregón,
Belarmino Pulido Junquera:
Stacking Dynamic Time Warping for the Diagnosis of Dynamic Systems.
CAEPIA 2007: 11-20 |
| 2006 |
| 15 |  | Juan José Rodríguez,
Jesús Maudes,
Carlos J. Alonso:
Rotation-based ensembles of RBF networks.
ESANN 2006: 605-610 |
| 14 |  | Juan José Rodríguez,
Ludmila I. Kuncheva,
Carlos J. Alonso:
Rotation Forest: A New Classifier Ensemble Method.
IEEE Trans. Pattern Anal. Mach. Intell. 28(10): 1619-1630 (2006) |
| 2005 |
| 13 |  | Aníbal Bregón,
María Aránzazu Simón Hurtado,
Juan José Rodríguez,
Carlos J. Alonso,
Belarmino Pulido Junquera,
Q. Isaac Moro:
Early Fault Classification in Dynamic Systems Using Case-Based Reasoning.
CAEPIA 2005: 211-220 |
| 12 |  | Juan José Rodríguez,
Carlos J. Alonso,
Oscar J. Prieto:
Bias and Variance of Rotation-Based Ensembles.
IWANN 2005: 779-786 |
| 11 |  | Juan José Rodríguez,
Carlos J. Alonso,
José A. Maestro:
Support vector machines of interval-based features for time series classification.
Knowl.-Based Syst. 18(4-5): 171-178 (2005) |
| 2004 |
| 10 |  | José A. Maestro,
César Llamas,
Carlos J. Alonso:
A Representation of Temporal Aspects in Knowledge Based Systems Modelling: A Monitoring Example.
IEA/AIE 2004: 264-273 |
| 9 |  | Juan José Rodríguez,
Carlos J. Alonso:
Interval and dynamic time warping-based decision trees.
SAC 2004: 548-552 |
| 8 |  | Juan José Rodríguez,
Carlos J. Alonso:
Support Vector Machines of Interval-based Features for Time Series Classification.
SGAI Conf. 2004: 244-257 |
| 7 |  | Juan José Rodríguez,
Carlos J. Alonso:
Clasificación de Series: Máquinas de Vectores Soporte y Literales basados en Intervalos.
Inteligencia Artificial, Revista Iberoamericana de Inteligencia Artificial 8(23): 131-138 (2004) |
| 2003 |
| 6 |  | Carlos J. Alonso,
Juan José Rodríguez,
Belarmino Pulido Junquera:
Enhancing Consistency Based Diagnosis with Machine Learning Techniques.
CAEPIA 2003: 312-321 |
| 5 |  | Juan José Rodríguez,
Carlos J. Alonso:
Rotation-Based Ensembles.
CAEPIA 2003: 498-506 |
| 4 |  | José A. Maestro,
María Aránzazu Simón Hurtado,
Mario López,
Alejandra Martínez-Monés,
Carlos J. Alonso:
A Proposal of Diagnosis for an ITS for Computational Logic.
CAEPIA 2003: 86-95 |
| 3 |  | Carlos J. Alonso,
César Llamas,
José A. Maestro,
Belarmino Pulido Junquera:
Diagnosis of Dynamic Systems: A Knowledge Model That Allows Tracking the System during the Diagnosis Process.
IEA/AIE 2003: 208-218 |
| 2 |  | Juan José Rodríguez,
Vanesa Paniego,
Leticia Villar,
Carlos J. Alonso:
RBF Networks from Boosted Rules.
SNPD 2003: 460-465 |
| 2000 |
| 1 |  | Juan José Rodríguez,
Carlos J. Alonso,
Henrik Boström:
Learning First Order Logic Time Series Classifiers.
ILP Work-in-progress reports 2000 |