Francesc J. Ferri - researchr alias

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2011

Distance-based relevance feedback using a hybrid interactive genetic algorithm for image retrievalMiguel Arevalillo-Herráez, Francesc J. Ferri, Salvador Moreno-Picot. asc, 11(2):1782-1791, 2011. [doi]

Null Space Based Image Recognition Using Incremental EigendecompositionKaterine Díaz-Chito, Francesc J. Ferri, Wladimiro Díaz Villanueva. ibpria 2011: 313-320 [doi]

An Online Metric Learning Approach through Margin MaximizationAdrian Perez-Suay, Francesc J. Ferri, Jesús V. Albert. ibpria 2011: 500-507 [doi]

2010

Interactive Image Retrieval Using Smoothed Nearest Neighbor EstimatesMiguel Arevalillo-Herráez, Francesc J. Ferri. gacm 2010: 708-717 [doi]

A naive relevance feedback model for content-based image retrieval using multiple similarity measuresMiguel Arevalillo-Herráez, Francesc J. Ferri, Juan Domingo. PR, 43(3):619-629, 2010. [doi]

Image Recognition through Incremental Discriminative Common VectorsKaterine Díaz-Chito, Francesc J. Ferri, Wladimiro Díaz Villanueva. acivs 2010: 304-311 [doi]

Efficient Dimensionality Reduction on Undersampled Problems through Incremental Discriminative Common VectorsFrancesc J. Ferri, Katerine Díaz-Chito, Wladimiro Díaz Villanueva. icdm 2010: 1159-1166 [doi]

Learning Improved Feature Rankings through Decremental Input Pruning for Support Vector Based Drug Activity PredictionWladimiro Díaz Villanueva, Francesc J. Ferri, Vicente Cerverón. ieaaie 2010: 653-661 [doi]

2009

An interactive evolutionary approach for content based image retrievalFrancesc J. Ferri, Miguel Arevalillo-Herráez, Salvador Moreno-Picot. SMC 2009: 120-125 [doi]

A Random Extension for Discriminative Dimensionality Reduction and Metric LearningAdrian Perez-Suay, Francesc J. Ferri, Jesús V. Albert. ibpria 2009: 370-377 [doi]

Profit Forecasting Using Support Vector Regression for Consulting Engineering FirmsVictor Yepes, Eugenio Pellicer, Francesc J. Ferri. isda 2009: 982-987 [doi]

2008

2007

Experiments about the Generalization Ability of Common Vector based Methods for Face RecognitionMarcelo Armengot, Francesc J. Ferri, Wladimiro Díaz Villanueva. pris 2007: 129-137

A comparative study using different topological representations in pattern recognition based drug activity characterizationFrancesc J. Ferri, Wladimiro Díaz Villanueva, Maria J. Castro. SMC 2007: 2011-2015 [doi]

2006

Experiments on automatic drug activity characterization using support vector classificationFrancesc J. Ferri, Wladimiro Díaz Villanueva, María José Castro Bleda. iastedCI 2006: 344-349

Complexity reduction in efficient prototype-based classificationFrancesc J. Ferri, José Salvador Sánchez, Filiberto Pla. PR, 39(2):161-163, 2006. [doi]

Regularization operators for natural images based on nonlinear perception modelsJuan Gutierrez, Francesc J. Ferri, Jesus Malo. TIP, 15(1):189-200, 2006. [doi]

2005

2004

The Imbalanced Training Sample Problem: Under or over Sampling?Ricardo Barandela, Rosa Maria Valdovinos, José Salvador Sánchez, Francesc J. Ferri. gacm 2004: 806 [doi]

Improving Pattern Recognition Based Pharmacological Drug Selection Through ROC AnalysisWladimiro Díaz Villanueva, María José Castro Bleda, Francesc J. Ferri, F. Pérez, M. Murcia. ciarp 2004: 621-628 [doi]

2003

2002

Analysis of Regular Textures through Spatial Point ProcessesGuillermo Ayala, María Elena Díaz, Juan Domingo, Francesc J. Ferri, Esther de Ves, Jaime Gutierrez. pris 2002: 315-325

Some Experiments in Supervised Pattern Recognition with Incomplete Training SamplesRicardo Barandela, Francesc J. Ferri, T. Nájera. gacm 2002: 518-527 [doi]

An Experimental Comparison between Consistency-Based and Adaptive Prototype Replacement SchemesFrancesc J. Ferri, Ramón Alberto Mollineda, Enrique Vidal. icpr 2002: 41-44 [doi]

A merge-based condensing strategy for multiple prototype classifiersRamón Alberto Mollineda, Francesc J. Ferri, Enrique Vidal. tsmc, 32(5):662-668, 2002.

An efficient prototype merging strategy for the condensed 1-NN rule through class-conditional hierarchical clusteringRamón Alberto Mollineda, Francesc J. Ferri, Enrique Vidal. PR, 35(12):2771-2782, 2002. [doi]

On Filtering the Training Prototypes in Nearest Neighbour ClassificationJosé Salvador Sánchez, Ricardo Barandela, Francesc J. Ferri. ccia 2002: 239-248 [doi]

2001

Another move toward the minimum consistent subset: a tabu search approach to the condensed nearest neighbor ruleVicente Cerverón, Francesc J. Ferri. tsmc, 31(3):408-413, 2001.

Perceptual feedback in multigrid motion estimation using an improved DCT quantizationJesus Malo, Jaime Gutierrez, Irene Epifanio, Francesc J. Ferri, J. M. Artigas. TIP, 10(10):1411-1427, 2001. [doi]

Approximated Tracking of Multiple Non-rigid Objects using Adaptive Quantization and Resampling TechniquesJosé Martínez Sotoca, Francesc J. Ferri, Juan Gutierrez, Paolo Remagnino, Graeme A. Jones. viip 2001: 619-623

2000

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], AlicanteFrancesc J. Ferri, José Manuel Iñesta Quereda, Adnan Amin, Pavel Pudil, editors, Volume 1876 of Lecture Notes in Computer Science, Springer, 2000.

An Active Contour Model for the Automatic Detection of the Fovea in Fluorescein AngiographiesJaime Gutierrez, Irene Epifanio, Esther de Ves, Francesc J. Ferri. icpr 2000: 4312-4315 [doi]

Non-linear Invertible Representation for Joint Statistical and Perceptual Feature DecorrelationJesus Malo, Rafael Navarro, Irene Epifanio, Francesc J. Ferri, J. M. Artigas. gacm 2000: 658-667 [doi]

Perceptually and Statistically Decorrelated Features for Image Representation: Application to Transform CodingJesus Malo, Francesc J. Ferri, Rafael Navarro, Roberto Valerio. icpr 2000: 3242-3245 [doi]

The role of perceptual contrast non-linearities in image transform quantizationJesus Malo, Francesc J. Ferri, Jesús V. Albert, J. Soret, J. M. Artigas. ivc, 18(3):233-246, 2000. [doi]

A Cluster-Based Merging Strategy for Nearest Prototype ClassifiersRamón Alberto Mollineda, Francesc J. Ferri, Enrique Vidal. icpr 2000: 2755-2758 [doi]

1999

Considerations about sample-size sensitivity of a family of edited nearest-neighbor rulesFrancesc J. Ferri, Jesús V. Albert, Enrique Vidal. tsmc, 29(5):667-672, 1999.

Learning Vector Quantization With Alternative Distance CriteriaJosé Salvador Sánchez, Filiberto Pla, Francesc J. Ferri. iciap 1999: 84-89 [doi]

1998

1997

1995

Estimating Feature Discriminant Power in Decision Tree ClassifiersI. Gracia, Filiberto Pla, Francesc J. Ferri, P. García. caip 1995: 612-617

Advances in the Statistical Methodology for the Selection of Image Descriptors for Visual Pattern Representation and ClassificationPavel Pudil, Jana Novovicová, Francesc J. Ferri, Josef Kittler. caip 1995: 832-837

1992

Colour image segmentation and labeling through multiedit-condensingFrancesc J. Ferri, Enrique Vidal. prl, 13(8):561-568, 1992. [doi]