2009 |
40 | EE | Pedro J. García-Laencina,
José-Luis Sancho-Gómez,
Aníbal R. Figueiras-Vidal,
Michel Verleysen:
K nearest neighbours with mutual information for simultaneous classification and missing data imputation.
Neurocomputing 72(7-9): 1483-1493 (2009) |
2008 |
39 | EE | Pedro J. García-Laencina,
José-Luis Sancho-Gómez,
Aníbal R. Figueiras-Vidal,
Michel Verleysen:
K-nearest neighbours based on mutual information for incomplete data classification.
ESANN 2008: 37-42 |
38 | EE | Soufiane El Jelali,
Abdelouahid Lyhyaoui,
Aníbal R. Figueiras-Vidal:
An emphasized target smoothing procedure to improve MLP classifiers performance.
ESANN 2008: 499-504 |
37 | EE | Vanessa Gómez-Verdejo,
Jerónimo Arenas-García,
Aníbal R. Figueiras-Vidal:
A Dynamically Adjusted Mixed Emphasis Method for Building Boosting Ensembles.
IEEE Transactions on Neural Networks 19(1): 3-17 (2008) |
2007 |
36 | EE | Marcelino Lázaro,
José M. Leiva-Murillo,
Antonio Artés-Rodríguez,
Aníbal R. Figueiras-Vidal:
A New Cost Function for Binary Classification Problems Based on the Distributions of the Soft Output for Each Class.
IJCNN 2007: 1464-1469 |
35 | EE | Jaisiel Madrid-Sánchez,
Miguel Lázaro-Gredilla,
Aníbal R. Figueiras-Vidal:
A Single Layer Perceptron Approach to Selective Multi-task Learning.
IWINAC (1) 2007: 272-281 |
34 | EE | Pedro J. García-Laencina,
Jesús Serrano-García,
Aníbal R. Figueiras-Vidal,
José-Luis Sancho-Gómez:
Multi-task Neural Networks for Dealing with Missing Inputs.
IWINAC (1) 2007: 282-291 |
33 | EE | Jerónimo Arenas-García,
Vanessa Gómez-Verdejo,
Aníbal R. Figueiras-Vidal:
Fast evaluation of neural networks via confidence rating.
Neurocomputing 70(16-18): 2775-2782 (2007) |
2006 |
32 | | Miguel Lázaro-Gredilla,
Jaisiel Madrid-Sánchez,
Aníbal R. Figueiras-Vidal:
A new cost function to build MLPs by means of regularized boosting.
Computational Intelligence 2006: 162-167 |
31 | EE | Vanessa Gómez-Verdejo,
Aníbal R. Figueiras-Vidal:
Designing neural network committees by combining boosting ensembles.
ESANN 2006: 419-424 |
30 | EE | Pedro J. García-Laencina,
José-Luis Sancho-Gómez,
Aníbal R. Figueiras-Vidal:
Pattern Classification with Missing Values using Multitask Learning.
IJCNN 2006: 3594-3601 |
29 | EE | Manel Martínez-Ramón,
José Luis Rojo-Álvarez,
Gustavo Camps-Valls,
Jordi Muñoz-Marí,
Angel Navia-Vázquez,
Emilio Soria-Olivas,
Aníbal R. Figueiras-Vidal:
Support Vector Machines for Nonlinear Kernel ARMA System Identification.
IEEE Transactions on Neural Networks 17(6): 1617-1622 (2006) |
28 | EE | Jerónimo Arenas-García,
Aníbal R. Figueiras-Vidal,
Ali H. Sayed:
Mean-square performance of a convex combination of two adaptive filters.
IEEE Transactions on Signal Processing 54(3): 1078-1090 (2006) |
27 | EE | Vanessa Gómez-Verdejo,
Manuel Ortega-Moral,
Jerónimo Arenas-García,
Aníbal R. Figueiras-Vidal:
Boosting by weighting critical and erroneous samples.
Neurocomputing 69(7-9): 679-685 (2006) |
26 | EE | Jerónimo Arenas-García,
Manel Martínez-Ramón,
Angel Navia-Vázquez,
Aníbal R. Figueiras-Vidal:
Plant identification via adaptive combination of transversal filters.
Signal Processing 86(9): 2430-2438 (2006) |
2005 |
25 | EE | Manuel Ortega-Moral,
Vanessa Gómez-Verdejo,
Jerónimo Arenas-García,
Aníbal R. Figueiras-Vidal:
An On-line Fisher Discriminant.
ESANN 2005: 175-180 |
24 | EE | Vanessa Gómez-Verdejo,
Manuel Ortega-Moral,
Jerónimo Arenas-García,
Aníbal R. Figueiras-Vidal:
Boosting by weighting boundary and erroneous samples.
ESANN 2005: 85-90 |
23 | EE | Pedro J. García-Laencina,
Aníbal R. Figueiras-Vidal,
Jesús Serrano-García,
José-Luis Sancho-Gómez:
Exploiting Multitask Learning Schemes Using Private Subnetworks.
IWANN 2005: 233-240 |
22 | EE | Jerónimo Arenas-García,
Vanessa Gómez-Verdejo,
S. Muñoz-Romero,
Manuel Ortega-Moral,
Aníbal R. Figueiras-Vidal:
Fast Classification with Neural Networks via Confidence Rating.
IWANN 2005: 622-629 |
21 | EE | José Luis Rojo-Álvarez,
Gustavo Camps-Valls,
Manel Martínez-Ramón,
Emilio Soria-Olivas,
Angel Navia-Vázquez,
Aníbal R. Figueiras-Vidal:
Support vector machines framework for linear signal processing.
Signal Processing 85(12): 2316-2326 (2005) |
2004 |
20 | EE | Angel Navia-Vázquez,
Fernando Pérez-Cruz,
Antonio Artés-Rodríguez,
Aníbal R. Figueiras-Vidal:
Advantages of Unbiased Support Vector Classifiers for Data Mining Applications.
VLSI Signal Processing 37(2-3): 223-235 (2004) |
2003 |
19 | EE | Jerónimo Arenas-García,
Aníbal R. Figueiras-Vidal,
Amanda J. C. Sharkey:
The Beneficial Effects of Using Multi-net Systems That Focus on Hard Patterns.
Multiple Classifier Systems 2003: 45-54 |
18 | EE | E. Parrado-Hernández,
I. Mora-Jiménez,
Jerónimo Arenas-García,
Aníbal R. Figueiras-Vidal,
Angel Navia-Vázquez:
Growing support vector classifiers with controlled complexity.
Pattern Recognition 36(7): 1479-1488 (2003) |
2002 |
17 | EE | Ascensión Gallardo-Antolín,
Angel Navia-Vázquez,
H. Y. Molina-Bulla,
A. B. Rodríguez-González,
Francisco J. Valverde-Albacete,
Jesús Cid-Sueiro,
Aníbal R. Figueiras-Vidal,
T. Koutris,
C. Xirouhaki,
Manolis Koubarakis:
I-Gaia: an information processing layer for the DIET platform.
AAMAS 2002: 1272-1279 |
16 | | I. Mora-Jiménez,
Abdelouahid Lyhyaoui,
Jerónimo Arenas-García,
Angel Navia-Vázquez,
Aníbal R. Figueiras-Vidal:
A Trainable Classifier via k Nearest Neighbors.
HIS 2002: 365-373 |
15 | EE | José Luis Rojo-Álvarez,
Arcadio García-Alberola,
Manel Martínez-Ramón,
Mariano Valdés,
Aníbal R. Figueiras-Vidal,
Antonio Artés-Rodríguez:
Support Vector Robust Algorithms for Non-parametric Spectral Analysis.
ICANN 2002: 1100-1105 |
14 | EE | José Luis Rojo-Álvarez,
Manel Martínez-Ramón,
Aníbal R. Figueiras-Vidal,
Mario de Prado-Cumplido,
Antonio Artés-Rodríguez:
Support Vector Method for ARMA System Identification: A Robust Cost Interpretation.
ICANN 2002: 1106-1111 |
13 | EE | Fernando Pérez-Cruz,
Gustavo Camps-Valls,
Emilio Soria-Olivas,
Juan José Pérez-Ruixo,
Aníbal R. Figueiras-Vidal,
Antonio Artés-Rodríguez:
Multi-dimensional Function Approximation and Regression Estimation.
ICANN 2002: 757-762 |
2001 |
12 | EE | Armando Malanda-Trigueros,
Fernando Calleja-Garde,
Aníbal R. Figueiras-Vidal:
A genetic algorithm for noisy channel color quantization design.
ICIP (1) 2001: 898-901 |
2000 |
11 | | Angel Navia-Vázquez,
Aníbal R. Figueiras-Vidal:
Efficient Block Training of Multilayer Perceptrons.
Neural Computation 12(6): 1429-1447 (2000) |
10 | EE | José-Luis Sancho,
William E. Pierson,
Batu Ulug,
Aníbal R. Figueiras-Vidal,
Stanley C. Ahalt:
Class separability estimation and incremental learning using boundary methods.
Neurocomputing 35(1-4): 3-26 (2000) |
9 | EE | Jesús Cid-Sueiro,
Luis M. San-José-Revuelta,
Aníbal R. Figueiras-Vidal:
Soft-decision equalizers for in-service error rate monitoring.
Signal Processing 80(4): 741-744 (2000) |
1999 |
8 | | Itziar G. Alonso-González,
Carlos M. Travieso-González,
Miguel Angel Ferrer-Ballester,
Aníbal R. Figueiras-Vidal:
Improving a HMM Speech Recognizer with a Polynomial GMDH Neural Network Postprocessor.
SIP 1999: 279-283 |
7 | EE | Jesús Cid-Sueiro,
Juan Ignacio Arribas,
Sebastian Urban-Munoz,
Aníbal R. Figueiras-Vidal:
Cost functions to estimate a posteriori probabilities in multiclass problems.
IEEE Transactions on Neural Networks 10(3): 645-656 (1999) |
6 | EE | Abdelouahid Lyhyaoui,
Manel Martinez,
Inma Mora,
Maryan Vaquez,
José-Luis Sancho,
Aníbal R. Figueiras-Vidal:
Sample selection via clustering to construct support vector-like classifiers.
IEEE Transactions on Neural Networks 10(6): 1474-1481 (1999) |
5 | EE | Angel Navia-Vázquez,
Aníbal R. Figueiras-Vidal:
Total least squares for block training of neural networks.
Neurocomputing 25(1-3): 213-217 (1999) |
1998 |
4 | EE | Francisco J. González-Serrano,
Aníbal R. Figueiras-Vidal,
Antonio Artés-Rodríguez:
Generalizing CMAC architecture and training.
IEEE Transactions on Neural Networks 9(6): 1509-1514 (1998) |
3 | EE | Francisco J. González-Serrano,
Aníbal R. Figueiras-Vidal,
Antonio Artés-Rodríguez:
Fourier analysis of the generalized CMAC neural network.
Neural Networks 11(3): 391-396 (1998) |
1993 |
2 | | Carlos Pantaleón,
Aníbal R. Figueiras-Vidal:
Nonlinear Time Series Modeling by Competitive Segmentation of State Space.
IWANN 1993: 525-530 |
1 | | Jesús Cid-Sueiro,
Luis Weruaga-Prieto,
Aníbal R. Figueiras-Vidal:
Optimal Blind Equalization of Gaussian Channels.
IWANN 1993: 605-610 |