Francesc J. Ferri

发表

On Filtering the Training Prototypes in Nearest Neighbour Classification

José Salvador Sánchez, Ricardo Barandela, Francesc J. Ferri, 2002, CCIA.

Incremental Generalized Discriminative Common Vectors for Image Classification

Francesc J. Ferri, Katerine Díaz-Chito, Wladimiro Díaz Villanueva, 2015, IEEE Transactions on Neural Networks and Learning Systems.

A Feature Set Decomposition Method for the Construction of Multi-classifier Systems Trained with High-Dimensional Data

Francesc J. Ferri, Yoisel Campos, Roberto Estrada, 2013, CIARP.

Comparative Evaluation of Batch and Online Distance Metric Learning Approaches Based on Margin Maximization

Francesc J. Ferri, Miguel Arevalillo-Herráez, Adrián Pérez-Suay, 2013, 2013 IEEE International Conference on Systems, Man, and Cybernetics.

Interactive Image Retrieval Using Smoothed Nearest Neighbor Estimates

Francesc J. Ferri, Miguel Arevalillo-Herráez, 2010, SSPR/SPR.

Experiments about the Generalization Ability of Common Vector based Methods for Face Recognition

Francesc J. Ferri, Wladimiro Díaz Villanueva, Marcelo Armengot, 2007, PRIS.

Combining adaptive vector quantization and prototype selection techniques to improve nearest neighbour classifiers

Francesc J. Ferri, 1998, Kybernetika.

Towards Psychologically based Personalised Modelling of Emotions Using Associative Classifiers

Aladdin Ayesh, Francesc J. Ferri, Miguel Arevalillo-Herráez, 2016, Int. J. Cogn. Informatics Nat. Intell..

A case study on feature sensitivity for audio event classification using support vector machines

Maximo Cobos, Francesc J. Ferri, Irene Martin-Morato, 2016, 2016 IEEE 26th International Workshop on Machine Learning for Signal Processing (MLSP).

Colour image segmentation and labeling through multiedit-condensing

Francesc J. Ferri, Enrique Vidal, 1992, Pattern Recognit. Lett..

An overview of incremental feature extraction methods based on linear subspaces

Francesc J. Ferri, Aura Hernández-Sabaté, Katerine Díaz-Chito, 2018, Knowl. Based Syst..

From the Nearest Neighbour Rule to Decision Trees

Filiberto Pla, José Salvador Sánchez, Francesc J. Ferri, 1998, IEA/AIE.

An efficient method for clustered multi-metric learning

Bernard De Baets, Francesc J. Ferri, Carlos Morell, 2019, Inf. Sci..

Sound Event Envelope Estimation in Polyphonic Mixtures

Maximo Cobos, Francesc J. Ferri, Annamaria Mesaros, 2019, ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Comparative study of techniques for large-scale feature selection* *This work was suported by a SERC grant GR/E 97549. The first author was also supported by a FPI grant from the Spanish MEC, PF92 73546684

Francesc J. Ferri, Pavel Pudil, Josef Kittler, 1994 .

Restricted Decontamination for the Imbalanced Training Sample Problem

José Salvador Sánchez, Ricardo Barandela, Francesc J. Ferri, 2003, CIARP.

On the use of neighbourhood-based non-parametric classifiers

Filiberto Pla, José Salvador Sánchez, Francesc J. Ferri, 1997, Pattern Recognit. Lett..

An efficient prototype merging strategy for the condensed 1-NN rule through class-conditional hierarchical clustering

Francesc J. Ferri, Enrique Vidal, Ramón Alberto Mollineda, 2002, Pattern Recognit..

Comparative study of consistency-based and adaptive methods for selecting reduced sets of prototypes for nearest-neighbour classifiers

Francesc J. Ferri, Enrique Vidal, 1994 .

Learning combined similarity measures from user data for image retrieval

Juan Domingo, Francesc J. Ferri, Miguel Arevalillo-Herráez, 2008, 2008 19th International Conference on Pattern Recognition.

Experiments with Adaboost and linear programming

Francesc J. Ferri, Maria Dolores Valverde, 2005 .

A Holistic Classification System for Check Amounts Based on Neural Networks with Rejection

David Griol, Francesc J. Ferri, Salvador España Boquera, 2005, PReMI.

Affective and Behavioral Assessment for Adaptive Intelligent Tutoring Systems

Sergio Salmeron-Majadas, Olga C. Santos, Francesc J. Ferri, 2016, UMAP.

Gui-driven intelligent tutoring system with affective support to help learning the algebraic method

Olga C. Santos, Francesc J. Ferri, David Arnau, 2017, 2017 IEEE International Conference on Systems, Man, and Cybernetics (SMC).

Juan Domingo, Francesc J. Ferri, Miguel Arevalillo-Herráez, 2008, Pattern Recognit. Lett..

Advances in the Statistical Methodology for the Selection of Image Descriptors for Visual Pattern Representation and Classification

Josef Kittler, Francesc J. Ferri, Pavel Pudil, 1995, CAIP.

An Empirical Evaluation of Common Vector Based Classification Methods and Some Extensions

Francesc J. Ferri, Katerine Díaz-Chito, Wladimiro Díaz Villanueva, 2008, SSPR/SPR.

Improving Nearest Neighbor Based Multi-target Prediction Through Metric Learning

Francesc J. Ferri, Hector Gonzalez, Carlos Morell, 2016, CIARP.

Adaptive Motion Estimation and Video Vector Quantization Based on Spatiotemporal Non-linearities of Human Perception

Francesc J. Ferri, Jesús Malo, Jesús V. Albert, 1997, ICIAP.

Passive–aggressive online distance metric learning and extensions

Francesc J. Ferri, Miguel Arevalillo-Herráez, Adrián Pérez-Suay, 2012, Progress in Artificial Intelligence.

Complexity reduction in efficient prototype-based classification

Filiberto Pla, José Salvador Sánchez, Francesc J. Ferri, 2006, Pattern Recognit..

Decision boundary preserving prototype selection for nearest neighbor classification

José Salvador Sánchez, Ricardo Barandela, Francesc J. Ferri, 2005, Int. J. Pattern Recognit. Artif. Intell..

Profit Forecasting Using Support Vector Regression for Consulting Engineering Firms

Francesc J. Ferri, Eugenio Pellicer, Victor Yepes, 2009, 2009 Ninth International Conference on Intelligent Systems Design and Applications.

Learning vector quantization with alternative distance criteria

Filiberto Pla, José Salvador Sánchez, Francesc J. Ferri, 1999, Proceedings 10th International Conference on Image Analysis and Processing.

Estimating Feature Discriminant Power in Decision Tree Classifiers

Filiberto Pla, Francesc J. Ferri, Isabel Gracia, 1995, CAIP.

Accelerated Proximal Gradient Descent in Metric Learning for Kernel Regression

Francesc J. Ferri, Hector Gonzalez, Carlos Morell, 2018, IWAIPR.

Small sample size effects in the use of editing techniques

Francesc J. Ferri, Enrique Vidal, 1992, Proceedings., 11th IAPR International Conference on Pattern Recognition. Vol.II. Conference B: Pattern Recognition Methodology and Systems.

Predicting human performance in interactive tasks by using dynamic models

Francesc J. Ferri, David Arnau, Miguel Arevalillo-Herráez, 2017, 2017 IEEE International Conference on Systems, Man, and Cybernetics (SMC).

Adaptive Distance-Based Pooling in Convolutional Neural Networks for Audio Event Classification

Maximo Cobos, Francesc J. Ferri, Irene Martín-Morató, 2020, IEEE/ACM Transactions on Audio, Speech, and Language Processing.

Fast Kernel Generalized Discriminative Common Vectors for Feature Extraction

Francesc J. Ferri, Jesús Martínez del Rincón, Aura Hernández-Sabaté, 2017, Journal of Mathematical Imaging and Vision.

An improved distance-based relevance feedback strategy for image retrieval

Francesc J. Ferri, Miguel Arevalillo-Herráez, F. Ferri, 2013, Image Vis. Comput..

Reverse engineering expert visual observations: From fixations to the learning of spatial filters with a neural-gas algorithm

Francesc J. Ferri, Paolo Remagnino, Katerine Díaz-Chito, 2013, Expert Syst. Appl..

A comparative study using different topological representations in pattern recognition based drug activity characterization

Francesc J. Ferri, Wladimiro Díaz Villanueva, Maria J. Castro, 2007, 2007 IEEE International Conference on Systems, Man and Cybernetics.

Image Recognition through Incremental Discriminative Common Vectors

Francesc J. Ferri, Katerine Díaz-Chito, Wladimiro Díaz Villanueva, 2010, ACIVS.

Approximated Tracking of Multiple Non-rigid Objects using Adaptive Quantization and Resampling Techniques

José Martínez Sotoca, Francesc J. Ferri, Paolo Remagnino, 2001, IASTED International Conference on Visualization, Imaging and Image Processing.

Analysis of data fusion techniques for multi-microphone audio event detection in adverse environments

Maximo Cobos, Francesc J. Ferri, Irene Martin-Morato, 2017, 2017 IEEE 19th International Workshop on Multimedia Signal Processing (MMSP).

Automatic Detection and Characterization of Acoustic Plane-Wave Reflections Using Circular Microphone Arrays

Maximo Cobos, Francesc J. Ferri, Ana M. Torres, 2013, IbPRIA.

Perceptually and statistically decorrelated features for image representation: application to transform coding

Francesc J. Ferri, Rafael Fonolla Navarro, Jesús Malo, 2000, Proceedings 15th International Conference on Pattern Recognition. ICPR-2000.

Some Experiments in Supervised Pattern Recognition with Incomplete Training Samples

Ricardo Barandela, Francesc J. Ferri, T. Nájera, 2002, SSPR/SPR.

An Online Metric Learning Approach through Margin Maximization

Francesc J. Ferri, Adrián Pérez-Suay, Jesús V. Albert, 2011, IbPRIA.

Fast Approximated Discriminative Common Vectors Using Rank-One SVD Updates

Francesc J. Ferri, Katerine Díaz-Chito, Wladimiro Díaz Villanueva, 2013, ICONIP.

Improving distance based image retrieval using non-dominated sorting genetic algorithm

Francesc J. Ferri, Miguel Arevalillo-Herráez, Salvador Moreno-Picot, 2015, Pattern Recognit. Lett..

Variable-size block matching algorithm for motion estimation using a perceptual-based splitting criterion

Francesc J. Ferri, Jesús Malo, Jesús V. Albert, 1998, Proceedings. Fourteenth International Conference on Pattern Recognition (Cat. No.98EX170).

Experiments with a new family of edited nearest neighbour rules

Ricardo Barandela, Francesc J. Ferri, José Salvador Sánchez Garreta, 2002 .

Online Metric Learning Methods Using Soft Margins and Least Squares Formulations

Francesc J. Ferri, Adrián Pérez-Suay, 2012, SSPR/SPR.

Efficient Analysis and Synthesis Using a New Factorization of the Gabor Frame Matrix

Miguel Arevalillo-Herráez, Francesc J. Ferri, Salvador Moreno-Picot, 2018, IEEE Transactions on Signal Processing.

Incrementally Assessing Cluster Tendencies with a Maximum Variance Cluster Algorithm

Krzysztof Rzadca, Francesc J. Ferri, 2003, IbPRIA.

Initializing normal mixtures of densities

Francesc J. Ferri, Pavel Pudil, Jana Novovicová, 1998, Proceedings. Fourteenth International Conference on Pattern Recognition (Cat. No.98EX170).

Drug Activity Characterization Using One-Class Support Vector Machines with Counterexamples

Francesc J. Ferri, Wladimiro Díaz Villanueva, Carlos Morell, 2013, CIARP.

Null Space Based Image Recognition Using Incremental Eigendecomposition

Francesc J. Ferri, Katerine Díaz-Chito, Wladimiro Díaz Villanueva, 2011, IbPRIA.

The role of perceptual contrast non-linearities in image transform quantization

Francesc J. Ferri, Jesús Malo, Jesús V. Albert, 2000, Image Vis. Comput..

Cognitive reasoning and inferences through psychologically based personalised modelling of emotions using associative classifiers

Francesc J. Ferri, Aladdin Ayesh, Miguel Arevalillo-Herráez, 2014, 2014 IEEE 13th International Conference on Cognitive Informatics and Cognitive Computing.

An active contour model for the automatic detection of the fovea in fluorescein angiographies

Esther de Ves, Francesc J. Ferri, Irene Epifanio, 2000, Proceedings 15th International Conference on Pattern Recognition. ICPR-2000.

The Imbalanced Training Sample Problem: Under or over Sampling?

Rosa Maria Valdovinos, José Salvador Sánchez, Ricardo Barandela, 2004, SSPR/SPR.

An experimental comparison between consistency-based and adaptive prototype replacement schemes

Francesc J. Ferri, Enrique Vidal, Ramón Alberto Mollineda, 2002, Object recognition supported by user interaction for service robots.

A local complexity based combination method for decision forests trained with high-dimensional data

Francesc J. Ferri, Yoisel Campos, Carlos Morell, 2012, 2012 12th International Conference on Intelligent Systems Design and Applications (ISDA).

Improving Pattern Recognition Based Pharmacological Drug Selection Through ROC Analysis

Francesc J. Ferri, María José Castro Bleda, Wladimiro Díaz Villanueva, 2004, CIARP.

The NetLander geophysical network on the surface of Mars: General

Francesc J. Ferri, M. Venet, Tilman Spohn, 2002 .

Generalized Multitarget Linear Regression with Output Dependence Estimation

Francesc J. Ferri, Hector Gonzalez, Carlos Morell, 2018, CIARP.

Distance-based relevance feedback using a hybrid interactive genetic algorithm for image retrieval

Francesc J. Ferri, Miguel Arevalillo-Herráez, Salvador Moreno-Picot, 2011, Appl. Soft Comput..

Floating search methods for feature selection with nonmonotonic criterion functions

Josef Kittler, Francesc J. Ferri, Pavel Pudil, 1994, Proceedings of the 12th IAPR International Conference on Pattern Recognition, Vol. 3 - Conference C: Signal Processing (Cat. No.94CH3440-5).

Experiments on automatic drug activity characterization using support vector classification

Francesc J. Ferri, María José Castro Bleda, Wladimiro Díaz Villanueva, 2006, Computational Intelligence.

Fast Branch & Bound Algorithm in Feature Selection

Francesc J. Ferri, Pavel Pudil, Petr Somol, 2007 .

BIG-AFF: Exploring Low Cost and Low Intrusive Infrastructures for Affective Computing in Secondary Schools

Sergio Salmeron-Majadas, Olga C. Santos, Francesc J. Ferri, 2017, UMAP.

Imbalanced Training Set Reduction and Feature Selection Through Genetic Optimization

José Salvador Sánchez, Ricardo Barandela, Francesc J. Ferri, 2005, CCIA.

Adaptive Mid-Term Representations for Robust Audio Event Classification

Maximo Cobos, Francesc J. Ferri, Irene Martín-Morató, 2018, IEEE/ACM Transactions on Audio, Speech, and Language Processing.

A naive relevance feedback model for content-based image retrieval using multiple similarity measures

Francesc J. Ferri, Miguel Arevalillo-Herráez, Juan Domingo, 2010, Pattern Recognit..

Scaling Up a Metric Learning Algorithm for Image Recognition and Representation

Francesc J. Ferri, Adrián Pérez-Suay, 2008, ISVC.

On the equivalency between decision tree classifiers and the nearest neighbour rule

Filiberto Pla, José Salvador Sánchez, Francesc J. Ferri, 1997, Inteligencia Artif..

Perceptual regularization functionals for natural image restoration

Francesc J. Ferri, Jesús Malo, Jaime Gutierrez, 2003, Proceedings 2003 International Conference on Image Processing (Cat. No.03CH37429).

Some insights into the impact of affective information when delivering feedback to students

Sergio Salmeron-Majadas, Olga C. Santos, Francesc J. Ferri, 2018, Behav. Inf. Technol..

Average-case analysis in an elementary course on algorithms

Francesc J. Ferri, Jesús V. Albert, F. Ferri, 1998, SIGCSE '98.

On the Robustness of Deep Features for Audio Event Classification in Adverse Environments

Maximo Cobos, Francesc J. Ferri, Irene Martin-Morato, 2018, 2018 14th IEEE International Conference on Signal Processing (ICSP).

Case-studies on average-case analysis for an elementary course on algorithms

Francesc J. Ferri, Enrique Vidal, 1999 .

Colour segmentation based on a light reflection model to locate citrus fruits for robotic harvesting

Filiberto Pla, Francesc J. Ferri, F. Juste, 1993 .

An interactive evolutionary approach for content based image retrieval

Francesc J. Ferri, Miguel Arevalillo-Herráez, Salvador Moreno-Picot, 2009, 2009 IEEE International Conference on Systems, Man and Cybernetics.

Editing Prototypes in the Finite Sample Size Case Using Alternative Neighbourhoods

Filiberto Pla, José Salvador Sánchez, Francesc J. Ferri, 1998, SSPR/SPR.

A Voronoi-diagram-based approach to oblique decision tree induction

Filiberto Pla, José Salvador Sánchez, Francesc J. Ferri, 1998, Proceedings. Fourteenth International Conference on Pattern Recognition (Cat. No.98EX170).

Using subspace-based learning methods for medical drug design and characterization

Francesc J. Ferri, Katerine Díaz-Chito, Wladimiro Díaz Villanueva, 2008, 2008 IEEE International Conference on Systems, Man and Cybernetics.

Prediction of the transfer length of prestressing strands with neural networks

Francesc J. Ferri, Víctor Yepes, Jose R. Marti-Vargas, 2013 .

Accurate Detection and Characterization of Corner Points Using Circular Statistics and Fuzzy Clustering

Guillermo Ayala, Juan Domingo, Francesc J. Ferri, 1998, SSPR/SPR.

Geometric Properties of the 3D Spine Curve

José Martínez Sotoca, Francesc J. Ferri, José Manuel Iñesta Quereda, 2003, IbPRIA.

Learning from Imbalanced Sets through Resampling and Weighting

José Salvador Sánchez, Ricardo Barandela, Francesc J. Ferri, 2003, IbPRIA.

Extracción de Características Mediante Vectores Comunes Discriminantes Extendidos con Kernel

Francesc J. Ferri, Katerine Diaz-Chito, Wladimiro Diaz-Villanueva, 2009 .

A Random Extension for Discriminative Dimensionality Reduction and Metric Learning

Francesc J. Ferri, Adrián Pérez-Suay, Jesús V. Albert, 2009, IbPRIA.

Another move toward the minimum consistent subset: a tabu search approach to the condensed nearest neighbor rule

Francesc J. Ferri, Vicente Cerverón, 2001, IEEE Trans. Syst. Man Cybern. Part B.

Perceptual feedback in multigrid motion estimation using an improved DCT quantization

Francesc J. Ferri, Jesús Malo, Irene Epifanio, 2001, IEEE Trans. Image Process..

A Comparative Analysis of Residual Block Alternatives for End-to-End Audio Classification

Maximo Cobos, Francesc J. Ferri, Javier Naranjo-Alcazar, 2020, IEEE Access.

About Combining Metric Learning and Prototype Generation

Miguel Arevalillo-Herráez, Francesc J. Ferri, Adrián Pérez-Suay, 2014, S+SSPR.

Non-linear Invertible Representation for Joint Statistical and Perceptual Feature Decorrelation

Francesc J. Ferri, Rafael Fonolla Navarro, Jesús Malo, 2000, SSPR/SPR.

A NSGA Based Approach for Content Based Image Retrieval

Francesc J. Ferri, Miguel Arevalillo-Herráez, Salvador Moreno-Picot, 2013, CIARP.

Prototype selection for the nearest neighbour rule through proximity graphs

Filiberto Pla, José Salvador Sánchez, Francesc J. Ferri, 1997, Pattern Recognit. Lett..

Feature Extraction by means of Rough Discriminative Common Vectors with Kernels

Francesc J. Ferri, Katerine Díaz-Chito, Wladimiro Díaz Villanueva, 2009, Inteligencia Artif..

On using EEG signals for emotion modeling and biometry

Aladdin Ayesh, Francesc J. Ferri, Naeem Ramzan, 2019 .

Considerations about sample-size sensitivity of a family of edited nearest-neighbor rules

Francesc J. Ferri, Enrique Vidal, Jesús V. Albert, 1999, IEEE Trans. Syst. Man Cybern. Part B.

Using Proximity and Spatial Homogeneity in Neighbourhood-Based Classifiers

Filiberto Pla, José Salvador Sánchez, Francesc J. Ferri, 1997, ICIAP.

AN APPROACH TO NATURAL SCENE SEGMENTATION BY MEANS OF GENETIC ALGORITHMS WITH FUZZY DATA

Juan Domingo, Francesc J. Ferri, Jesús V. Albert, 1992 .

Analysis of Regular Textures through Spatial Point Processes

Esther de Ves, Guillermo Ayala, Juan Domingo, 2002, PRIS.

A merge-based condensing strategy for multiple prototype classifiers

Francesc J. Ferri, Enrique Vidal, Ramón Alberto Mollineda, 2002, IEEE Trans. Syst. Man Cybern. Part B.

A hybrid multi-objective optimization algorithm for content based image retrieval

Francesc J. Ferri, Miguel Arevalillo-Herráez, Salvador Moreno-Picot, 2013, Appl. Soft Comput..

Regularization operators for natural images based on nonlinear perception models

Francesc J. Ferri, Jesús Malo, Jaime Gutierrez, 2006, IEEE Transactions on Image Processing.

A cluster-based merging strategy for nearest prototype classifiers

Francesc J. Ferri, Enrique Vidal, Ramón Alberto Mollineda, 2000, Proceedings 15th International Conference on Pattern Recognition. ICPR-2000.

Learning Improved Feature Rankings through Decremental Input Pruning for Support Vector Based Drug Activity Prediction

Francesc J. Ferri, Wladimiro Díaz Villanueva, Vicente Cerverón, 2010, IEA/AIE.

Efficient Dimensionality Reduction on Undersampled Problems through Incremental Discriminative Common Vectors

Francesc J. Ferri, Katerine Díaz-Chito, Wladimiro Díaz Villanueva, 2010, 2010 IEEE International Conference on Data Mining Workshops.

Advances in pattern recognition : joint IAPR International Workshops SSPR 2000 and SPR 2000, Alicante, Spain, August 30-September 1, 2000 : proceedings

Francesc J. Ferri, 2000 .

Feature extraction of spherical objects in image analysis: an application to robotic citrus harvesting

Filiberto Pla, Francesc J. Ferri, F. Juste, 1993 .

Task 1A DCASE 2021: Acoustic Scene Classification with mismatch-devices using squeeze-excitation technique and low-complexity constraint pdf

Maximo Cobos, Francesc J. Ferri, Javier Naranjo-Alcazar, 2021, ArXiv.

Squeeze-Excitation Convolutional Recurrent Neural Networks for Audio-Visual Scene Classification

Maximo Cobos, Francesc J. Ferri, Javier Naranjo-Alcazar, 2021, DCASE.