2008 |
23 | EE | Roberto Alejo,
José Martínez Sotoca,
G. A. Casañ:
An Empirical Study for the Multi-class Imbalance Problem with Neural Networks.
CIARP 2008: 479-486 |
22 | EE | Adolfo Martínez Usó,
Filiberto Pla,
José Martínez Sotoca,
Pedro García-Sevilla:
From Narrow to Broad Band Design and Selection in Hyperspectral Images.
ICIAR 2008: 1091-1100 |
2007 |
21 | EE | Roberto Alejo,
Vicente García,
José Martínez Sotoca,
Ramón Alberto Mollineda,
José Salvador Sánchez:
Improving the Performance of the RBF Neural Networks Trained with Imbalanced Samples.
IWANN 2007: 162-169 |
20 | EE | Adolfo Martínez Usó,
Filiberto Pla,
José Martínez Sotoca,
Pedro García-Sevilla:
Comparison of Unsupervised Band Selection Methods for Hyperspectral Imaging.
IbPRIA (1) 2007: 30-38 |
19 | EE | Vicente García,
Ramón Alberto Mollineda,
José Salvador Sánchez,
Roberto Alejo,
José Martínez Sotoca:
When Overlapping Unexpectedly Alters the Class Imbalance Effects.
IbPRIA (2) 2007: 499-506 |
18 | EE | Pedro Latorre Carmona,
Reiner Lenz,
Filiberto Pla,
José Martínez Sotoca:
Affine Illumination Compensation for Multispectral Images.
SCIA 2007: 522-531 |
17 | EE | José Martínez Sotoca,
Filiberto Pla,
José Salvador Sánchez:
Band Selection in Multispectral Images by Minimization of Dependent Information.
IEEE Transactions on Systems, Man, and Cybernetics, Part C 37(2): 258-267 (2007) |
16 | EE | José Salvador Sánchez,
Ramón Alberto Mollineda,
José Martínez Sotoca:
An analysis of how training data complexity affects the nearest neighbor classifiers.
Pattern Anal. Appl. 10(3): 189-201 (2007) |
2006 |
15 | EE | Y. Santiesteban,
J. M. Sanchiz,
José Martínez Sotoca:
A Method for Detection and Modeling of the Human Spine Based on Principal Curvatures.
CIARP 2006: 168-177 |
14 | EE | Adolfo Martínez Usó,
Filiberto Pla,
Pedro García-Sevilla,
José Martínez Sotoca:
Automatic Band Selection in Multispectral Images Using Mutual Information-Based Clustering.
CIARP 2006: 644-654 |
13 | EE | Adolfo Martínez Usó,
Filiberto Pla,
José Martínez Sotoca,
Pedro García-Sevilla:
Clustering-based multispectral band selection using mutual information.
ICPR (2) 2006: 760-763 |
12 | EE | Vicente García,
Roberto Alejo,
José Salvador Sánchez,
José Martínez Sotoca,
Ramón Alberto Mollineda:
Combined Effects of Class Imbalance and Class Overlap on Instance-Based Classification.
IDEAL 2006: 371-378 |
11 | EE | Roberto Alejo,
Vicente García,
José Martínez Sotoca,
Ramón Alberto Mollineda,
José Salvador Sánchez:
Improving the Classification Accuracy of RBF and MLP Neural Networks Trained with Imbalanced Samples.
IDEAL 2006: 464-471 |
10 | EE | Luisa Micó,
Francisco Moreno-Seco,
José Salvador Sánchez,
José Martínez Sotoca,
Ramón Alberto Mollineda:
On the Use of Different Classification Rules in an Editing Task.
SSPR/SPR 2006: 747-754 |
9 | EE | José Martínez Sotoca,
Filiberto Pla:
Hyperspectral Data Selection from Mutual Information Between Image Bands.
SSPR/SPR 2006: 853-861 |
8 | EE | M. Lozano,
José Martínez Sotoca,
José Salvador Sánchez,
Filiberto Pla,
Elzbieta Pekalska,
Robert P. W. Duin:
Experimental study on prototype optimisation algorithms for prototype-based classification in vector spaces.
Pattern Recognition 39(10): 1827-1838 (2006) |
2005 |
7 | EE | Ramón Alberto Mollineda,
José Salvador Sánchez,
José Martínez Sotoca:
Data Characterization for Effective Prototype Selection.
IbPRIA (2) 2005: 27-34 |
2004 |
6 | EE | José Martínez Sotoca,
José Salvador Sánchez,
Filiberto Pla:
Attribute Relevance in Multiclass Data Sets Using the Naive Bayes Rule.
ICPR (3) 2004: 426-429 |
5 | EE | José Martínez Sotoca,
Filiberto Pla,
Arnoud C. Klaren:
Unsupervised Band Selection for Multispectral Images using Information Theory.
ICPR (3) 2004: 510-513 |
4 | EE | José Salvador Sánchez,
José Martínez Sotoca,
Filiberto Pla:
Efficient nearest neighbor classification with data reduction and fast search algorithms.
SMC (5) 2004: 4757-4762 |
2003 |
3 | EE | José Martínez Sotoca,
Mateo Buendía Gómez,
José Manuel Iñesta Quereda,
Francesc J. Ferri:
Geometric Properties of the 3D Spine Curve.
IbPRIA 2003: 1003-1011 |
2 | | José Martínez Sotoca,
José Salvador Sánchez,
Filiberto Pla:
Estimating Feature Weights For Distance-Based Classification.
PRIS 2003: 156-166 |
2001 |
1 | | José Martínez Sotoca,
Francesc J. Ferri,
Juan Gutierrez,
Paolo Remagnino,
Graeme A. Jones:
Approximated Tracking of Multiple Non-rigid Objects using Adaptive Quantization and Resampling Techniques.
VIIP 2001: 619-623 |