2008 |
48 | EE | Miguel Arevalillo-Herráez,
Francesc J. Ferri,
Juan Domingo:
Learning combined similarity measures from user data for image retrieval.
ICPR 2008: 1-4 |
47 | EE | Adrian Perez-Suay,
Francesc J. Ferri:
Scaling Up a Metric Learning Algorithm for Image Recognition and Representation.
ISVC (2) 2008: 592-601 |
46 | EE | Katerine Díaz-Chito,
Francesc J. Ferri,
Wladimiro Díaz Villanueva:
An Empirical Evaluation of Common Vector Based Classification Methods and Some Extensions.
SSPR/SPR 2008: 977-985 |
45 | EE | Miguel Arevalillo-Herráez,
Juan Domingo,
Francesc J. Ferri:
Combining similarity measures in content-based image retrieval.
Pattern Recognition Letters 29(16): 2174-2181 (2008) |
2007 |
44 | | Marcelo Armengot,
Francesc J. Ferri,
Wladimiro Díaz Villanueva:
Experiments about the Generalization Ability of Common Vector based Methods for Face Recognition.
PRIS 2007: 129-137 |
43 | EE | Francesc J. Ferri,
Wladimiro Díaz Villanueva,
Maria J. Castro:
A comparative study using different topological representations in pattern recognition based drug activity characterization.
SMC 2007: 2011-2015 |
2006 |
42 | | Francesc J. Ferri,
Wladimiro Díaz Villanueva,
María José Castro Bleda:
Experiments on automatic drug activity characterization using support vector classification.
Computational Intelligence 2006: 344-349 |
41 | EE | Juan Gutierrez,
Francesc J. Ferri,
Jesus Malo:
Regularization operators for natural images based on nonlinear perception models.
IEEE Transactions on Image Processing 15(1): 189-200 (2006) |
40 | EE | Francesc J. Ferri,
José Salvador Sánchez,
Filiberto Pla:
Complexity reduction in efficient prototype-based classification.
Pattern Recognition 39(2): 161-163 (2006) |
2005 |
39 | | Ricardo Barandela,
J. K. Hernández,
José Salvador Sánchez,
Francesc J. Ferri:
Imbalanced Training Set Reduction and Feature Selection Through Genetic Optimization.
CCIA 2005: 215-222 |
38 | EE | María José Castro,
Wladimiro Díaz Villanueva,
Francesc J. Ferri,
José Ruiz-Pinales,
René Jaime-Rivas,
Fernando Blat,
Salvador España,
Pablo Aibar,
Sergio Grau,
David Griol:
A Holistic Classification System for Check Amounts Based on Neural Networks with Rejection.
PReMI 2005: 310-314 |
37 | EE | Ricardo Barandela,
Francesc J. Ferri,
José Salvador Sánchez:
Decision boundary preserving prototype selection for nearest neighbor classification.
IJPRAI 19(6): 787-806 (2005) |
2004 |
36 | EE | Wladimiro Díaz Villanueva,
María José Castro Bleda,
Francesc J. Ferri,
F. Pérez,
M. Murcia:
Improving Pattern Recognition Based Pharmacological Drug Selection Through ROC Analysis.
CIARP 2004: 621-628 |
35 | EE | Ricardo Barandela,
Rosa M. Valdovinos,
José Salvador Sánchez,
Francesc J. Ferri:
The Imbalanced Training Sample Problem: Under or over Sampling?
SSPR/SPR 2004: 806 |
2003 |
34 | EE | Ricardo Barandela,
E. Rangel,
José Salvador Sánchez,
Francesc J. Ferri:
Restricted Decontamination for the Imbalanced Training Sample Problem.
CIARP 2003: 424-431 |
33 | | Juan Gutierrez,
Jesus Malo,
Francesc J. Ferri:
Perceptual regularization functionals for natural image restoration.
ICIP (2) 2003: 989-992 |
32 | 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 |
31 | EE | Ricardo Barandela,
José Salvador Sánchez,
Vicente García,
Francesc J. Ferri:
Learning from Imbalanced Sets through Resampling and Weighting.
IbPRIA 2003: 80-88 |
30 | EE | Krzysztof Rzadca,
Francesc J. Ferri:
Incrementally Assessing Cluster Tendencies with a Maximum Variance Cluster Algorithm.
IbPRIA 2003: 868-875 |
2002 |
29 | EE | José Salvador Sánchez,
Ricardo Barandela,
Francesc J. Ferri:
On Filtering the Training Prototypes in Nearest Neighbour Classification.
CCIA 2002: 239-248 |
28 | EE | Francesc J. Ferri,
Ramón Alberto Mollineda,
Enrique Vidal:
An Experimental Comparison between Consistency-Based and Adaptive Prototype Replacement Schemes.
ICPR (3) 2002: 41-44 |
27 | | Guillermo Ayala,
María Elena Díaz,
Juan Domingo,
Francesc J. Ferri,
Esther de Ves,
Jaime Gutierrez:
Analysis of Regular Textures through Spatial Point Processes.
PRIS 2002: 315-325 |
26 | EE | Ricardo Barandela,
Francesc J. Ferri,
T. Nájera:
Some Experiments in Supervised Pattern Recognition with Incomplete Training Samples.
SSPR/SPR 2002: 518-527 |
25 | | Ramón Alberto Mollineda,
Francesc J. Ferri,
Enrique Vidal:
A merge-based condensing strategy for multiple prototype classifiers.
IEEE Transactions on Systems, Man, and Cybernetics, Part B 32(5): 662-668 (2002) |
24 | EE | Ramón Alberto Mollineda,
Francesc J. Ferri,
Enrique Vidal:
An efficient prototype merging strategy for the condensed 1-NN rule through class-conditional hierarchical clustering.
Pattern Recognition 35(12): 2771-2782 (2002) |
2001 |
23 | | 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 |
22 | EE | Jesus Malo,
Jaime Gutierrez,
Irene Epifanio,
Francesc J. Ferri,
J. M. Artigas:
Perceptual feedback in multigrid motion estimation using an improved DCT quantization.
IEEE Transactions on Image Processing 10(10): 1411-1427 (2001) |
21 | | Vicente Cerverón,
Francesc J. Ferri:
Another move toward the minimum consistent subset: a tabu search approach to the condensed nearest neighbor rule.
IEEE Transactions on Systems, Man, and Cybernetics, Part B 31(3): 408-413 (2001) |
2000 |
20 | | Francesc J. Ferri,
José Manuel Iñesta Quereda,
Adnan Amin,
Pavel Pudil:
Advances in Pattern Recognition, Joint IAPR International Workshops SSPR 2000 and SPR 2000, [8th International Workshop on Structural and Syntactic Pattern Recognition, 3rd International Workshop on Statistical Techniques in Pattern Recognition], Alicante, Spain, August 30 - September 1, 2000, Proceedings
Springer 2000 |
19 | EE | Ramón Alberto Mollineda,
Francesc J. Ferri,
Enrique Vidal:
A Cluster-Based Merging Strategy for Nearest Prototype Classifiers.
ICPR 2000: 2755-2758 |
18 | EE | Jesus Malo,
Francesc J. Ferri,
Rafael Navarro,
Roberto Valerio:
Perceptually and Statistically Decorrelated Features for Image Representation: Application to Transform Coding.
ICPR 2000: 3242-3245 |
17 | EE | Jaime Gutierrez,
Irene Epifanio,
Esther de Ves,
Francesc J. Ferri:
An Active Contour Model for the Automatic Detection of the Fovea in Fluorescein Angiographies.
ICPR 2000: 4312-4315 |
16 | EE | Jesus Malo,
Rafael Navarro,
Irene Epifanio,
Francesc J. Ferri,
J. M. Artigas:
Non-linear Invertible Representation for Joint Statistical and Perceptual Feature Decorrelation.
SSPR/SPR 2000: 658-667 |
15 | EE | Jesus Malo,
Francesc J. Ferri,
Jesús Albert,
J. Soret,
J. M. Artigas:
The role of perceptual contrast non-linearities in image transform quantization.
Image Vision Comput. 18(3): 233-246 (2000) |
1999 |
14 | EE | José Salvador Sánchez,
Filiberto Pla,
Francesc J. Ferri:
Learning Vector Quantization With Alternative Distance Criteria.
ICIAP 1999: 84-89 |
13 | | Francesc J. Ferri,
J. V. Albert,
Enrique Vidal:
Considerations about sample-size sensitivity of a family of edited nearest-neighbor rules.
IEEE Transactions on Systems, Man, and Cybernetics, Part B 29(5): 667-672 (1999) |
1998 |
12 | | José Salvador Sánchez,
Filiberto Pla,
Francesc J. Ferri:
From the Nearest Neighbour Rule to Decision Trees.
IEA/AIE (Vol. 2) 1998: 469-478 |
11 | EE | Francesc J. Ferri,
Jesús Albert:
Average-case analysis in an elementary course on algorithms.
SIGCSE 1998: 202-206 |
10 | | Francesc J. Ferri,
José Salvador Sánchez,
Filiberto Pla:
Editing Prototypes in the Finite Sample Size Case Using Alternative Neighbourhoods.
SSPR/SPR 1998: 620-629 |
9 | | María Elena Díaz,
Guillermo Ayala,
Jesús Albert,
Francesc J. Ferri,
Juan Domingo:
Accurate Detection and Characterization of Corner Points Using Circular Statistics and Fuzzy Clustering.
SSPR/SPR 1998: 687-696 |
8 | EE | José Salvador Sánchez,
Filiberto Pla,
Francesc J. Ferri:
Improving the k-NCN classification rule through heuristic modifications.
Pattern Recognition Letters 19(13): 1165-1170 (1998) |
1997 |
7 | | José Salvador Sánchez,
Filiberto Pla,
Francesc J. Ferri:
Using Proximity and Spatial Homogeneity in Neighbourhood-Based Classifiers.
ICIAP (1) 1997: 206-213 |
6 | | Jesus Malo,
Francesc J. Ferri,
Jesús Albert,
J. M. Artigas:
Adaptive Motion Estimation and Video Vector Quantization Based on Spatiotemporal Non-linearities of Human Perception.
ICIAP (1) 1997: 454-461 |
5 | | José Salvador Sánchez,
Filiberto Pla,
Francesc J. Ferri:
On the equivalency between decision tree classifiers and the nearest neighbour rule.
Inteligencia Artificial, Revista Iberoamericana de Inteligencia Artificial 4: 12-19 (1997) |
4 | EE | José Salvador Sánchez,
Filiberto Pla,
Francesc J. Ferri:
Prototype selection for the nearest neighbour rule through proximity graphs.
Pattern Recognition Letters 18(6): 507-513 (1997) |
1995 |
3 | | I. Gracia,
Filiberto Pla,
Francesc J. Ferri,
P. García:
Estimating Feature Discriminant Power in Decision Tree Classifiers.
CAIP 1995: 612-617 |
2 | | Pavel Pudil,
Jana Novovicová,
Francesc J. Ferri,
Josef Kittler:
Advances in the Statistical Methodology for the Selection of Image Descriptors for Visual Pattern Representation and Classification.
CAIP 1995: 832-837 |
1992 |
1 | EE | Francesc J. Ferri,
Enrique Vidal:
Colour image segmentation and labeling through multiedit-condensing.
Pattern Recognition Letters 13(8): 561-568 (1992) |