Francesc J. Ferri

ORCID

Publication Activity (10 Years)

Years Active: 1992-2023
Publications (10 Years): 27

Top Venues

Publications

Adrián Pérez-Suay, Steven Van Vaerenbergh, Pascual D. Diago, Ana B. Pascual-Venteo, Francesc J. Ferri
Data-Driven Modeling Through the Moodle Learning Management System: An Empirical Study Based on a Mathematics Teaching Subject. Rev. Iberoam. de Tecnol. del Aprendiz. 18 (1) (2023)
Jorge A. Jimenez-Gari, Mario Pupo-Meriño, Héctor R. Gonzalez, Francesc J. Ferri
Multi-conformation Aproach of ENM-NMA Dynamic-Based Descriptors for HIV Drug Resistance Prediction. CIARP (2023)
Carlos Castorena, Francesc J. Ferri, Maximo Cobos
On the Performance of Deep Learning Models for Respiratory Sound Classification Trained on Unbalanced Data. IbPRIA (2022)
Javier Naranjo-Alcazar, Sergi Perez-Castanos, Pedro Zuccarello, Ana M. Torres, José J. López, Francesc J. Ferri, Maximo Cobos
An Open-Set Recognition and Few-Shot Learning Dataset for Audio Event Classification in Domestic Environments. Pattern Recognit. Lett. 164 (2022)
Javier Naranjo-Alcazar, Sergi Perez-Castanos, Aaron Lopez-Garcia, Pedro Zuccarello, Maximo Cobos, Francesc J. Ferri
Squeeze-Excitation Convolutional Recurrent Neural Networks for Audio-Visual Scene Classification. CoRR (2021)
Javier Naranjo-Alcazar, Sergi Perez-Castanos, Pedro Zuccarello, Francesc J. Ferri, Maximo Cobos
TASK3 DCASE2021 Challenge: Sound event localization and detection using squeeze-excitation residual CNNs. CoRR (2021)
Javier Naranjo-Alcazar, Sergi Perez-Castanos, Maximo Cobos, Francesc J. Ferri, Pedro Zuccarello
Task 1A DCASE 2021: Acoustic Scene Classification with mismatch-devices using squeeze-excitation technique and low-complexity constraint. CoRR (2021)
Javier Naranjo-Alcazar, Sergi Perez-Castanos, Maximo Cobos, Francesc J. Ferri, Pedro Zuccarello
Squeeze-Excitation Convolutional Recurrent Neural Networks for Audio-Visual Scene Classification. DCASE (2021)
Irene Martín-Morató, Maximo Cobos, Francesc J. Ferri
Adaptive Distance-Based Pooling in Convolutional Neural Networks for Audio Event Classification. IEEE ACM Trans. Audio Speech Lang. Process. 28 (2020)
Javier Naranjo-Alcazar, Sergi Perez-Castanos, Irene Martín-Morató, Pedro Zuccarello, Francesc J. Ferri, Maximo Cobos
A Comparative Analysis of Residual Block Alternatives for End-to-End Audio Classification. IEEE Access 8 (2020)
Bac Nguyen, Francesc J. Ferri, Carlos Morell, Bernard De Baets
An efficient method for clustered multi-metric learning. Inf. Sci. 471 (2019)
Irene Martín-Morató, Annamaria Mesaros, Toni Heittola, Tuomas Virtanen, Maximo Cobos, Francesc J. Ferri
Sound Event Envelope Estimation in Polyphonic Mixtures. ICASSP (2019)
Hector Gonzalez, Carlos Morell, Francesc J. Ferri
Generalized Multitarget Linear Regression with Output Dependence Estimation. CIARP (2018)
Hector Gonzalez, Carlos Morell, Francesc J. Ferri
Accelerated Proximal Gradient Descent in Metric Learning for Kernel Regression. IWAIPR (2018)
Katerine Díaz-Chito, Francesc J. Ferri, Aura Hernández-Sabaté
An overview of incremental feature extraction methods based on linear subspaces. Knowl. Based Syst. 145 (2018)
Raúl Cabestrero, Pilar Quirós, Olga C. Santos, Sergio Salmeron-Majadas, Raul Uria-Rivas, Jesús González-Boticario, David Arnau, Miguel Arevalillo-Herráez, Francesc J. Ferri
Some insights into the impact of affective information when delivering feedback to students. Behav. Inf. Technol. 37 (12) (2018)
Irene Martín-Morató, Maximo Cobos, Francesc J. Ferri
Adaptive Mid-Term Representations for Robust Audio Event Classification. IEEE ACM Trans. Audio Speech Lang. Process. 26 (12) (2018)
Salvador Moreno-Picot, Francesc J. Ferri, Miguel Arevalillo-Herráez, Wladimiro Díaz Villanueva
Efficient Analysis and Synthesis Using a New Factorization of the Gabor Frame Matrix. IEEE Trans. Signal Process. 66 (17) (2018)
Katerine Díaz-Chito, Jesús Martínez del Rincón, Aura Hernández-Sabaté, Marçal Rusiñol, Francesc J. Ferri
Fast Kernel Generalized Discriminative Common Vectors for Feature Extraction. J. Math. Imaging Vis. 60 (4) (2018)
Jesus Boticario, Olga C. Santos, Raúl Cabestrero, Pilar Quirós, Sergio Salmeron-Majadas, Raul Uria-Rivas, Mar Saneiro, Miguel Arevalillo-Herráez, Francesc J. Ferri
BIG-AFF: Exploring Low Cost and Low Intrusive Infrastructures for Affective Computing in Secondary Schools. UMAP (Adjunct Publication) (2017)
Irene Martín-Morató, Maximo Cobos, Francesc J. Ferri
Analysis of data fusion techniques for multi-microphone audio event detection in adverse environments. MMSP (2017)
Miguel Arevalillo-Herráez, David Arnau, Francesc J. Ferri, Olga C. Santos
Gui-driven intelligent tutoring system with affective support to help learning the algebraic method. SMC (2017)
María T. Sanz, David Arnau, José Antonio González-Calero, Francesc J. Ferri, Miguel Arevalillo-Herráez
Predicting human performance in interactive tasks by using dynamic models. SMC (2017)
Irene Martín-Morató, Maximo Cobos, Francesc J. Ferri
A case study on feature sensitivity for audio event classification using support vector machines. MLSP (2016)
Hector Gonzalez, Carlos Morell, Francesc J. Ferri
Improving Nearest Neighbor Based Multi-target Prediction Through Metric Learning. CIARP (2016)
Luis Marco-Giménez, Miguel Arevalillo-Herráez, Francesc J. Ferri, Salvador Moreno-Picot, Jesus Boticario, Olga C. Santos, Sergio Salmeron-Majadas, Mar Saneiro, Raul Uria-Rivas, David Arnau, José Antonio González-Calero, Aladdin Ayesh, Raúl Cabestrero, Pilar Quirós, Pablo Arnau-González, Naeem Ramzan
Affective and Behavioral Assessment for Adaptive Intelligent Tutoring Systems. UMAP (Extended Proceedings) (2016)
Aladdin Ayesh, Miguel Arevalillo-Herráez, Francesc J. Ferri
Towards Psychologically based Personalised Modelling of Emotions Using Associative Classifiers. Int. J. Cogn. Informatics Nat. Intell. 10 (2) (2016)
Miguel Arevalillo-Herráez, Francesc J. Ferri, Salvador Moreno-Picot
Improving distance based image retrieval using non-dominated sorting genetic algorithm. Pattern Recognit. Lett. 53 (2015)
Katerine Díaz-Chito, Francesc J. Ferri, Wladimiro Díaz Villanueva
Incremental Generalized Discriminative Common Vectors for Image Classification. IEEE Trans. Neural Networks Learn. Syst. 26 (8) (2015)
Aladdin Ayesh, Miguel Arevalillo-Herráez, Francesc J. Ferri
Cognitive reasoning and inferences through psychologically based personalised modelling of emotions using associative classifiers. ICCI*CC (2014)
Adrián Pérez-Suay, Francesc J. Ferri, Miguel Arevalillo-Herráez, Jesús V. Albert
About Combining Metric Learning and Prototype Generation. S+SSPR (2014)
Alicia Hurtado-Cortegana, Francesc J. Ferri, Wladimiro Díaz Villanueva, Carlos Morell
Drug Activity Characterization Using One-Class Support Vector Machines with Counterexamples. CIARP (2) (2013)
Adrian Perez-Suay, Francesc J. Ferri, Miguel Arevalillo-Herráez, Jesús V. Albert
Comparative Evaluation of Batch and Online Distance Metric Learning Approaches Based on Margin Maximization. SMC (2013)
Miguel Arevalillo-Herráez, Francesc J. Ferri
An improved distance-based relevance feedback strategy for image retrieval. Image Vis. Comput. 31 (10) (2013)
Francesc J. Ferri, Katerine Díaz-Chito, Wladimiro Díaz Villanueva
Fast Approximated Discriminative Common Vectors Using Rank-One SVD Updates. ICONIP (3) (2013)
Maximo Cobos, Francesc J. Ferri, Ana M. Torres, Jaume Segura
Automatic Detection and Characterization of Acoustic Plane-Wave Reflections Using Circular Microphone Arrays. IbPRIA (2013)
Miguel Arevalillo-Herráez, Francesc J. Ferri, Salvador Moreno-Picot
A hybrid multi-objective optimization algorithm for content based image retrieval. Appl. Soft Comput. 13 (11) (2013)
James S. Cope, Paolo Remagnino, S. Mannan, Katerine Díaz-Chito, Francesc J. Ferri, Paul Wilkin
Reverse engineering expert visual observations: From fixations to the learning of spatial filters with a neural-gas algorithm. Expert Syst. Appl. 40 (17) (2013)
Salvador Moreno-Picot, Francesc J. Ferri, Miguel Arevalillo-Herráez
A NSGA Based Approach for Content Based Image Retrieval. CIARP (1) (2013)
Yoisel Campos, Roberto Estrada, Carlos Morell, Francesc J. Ferri
A Feature Set Decomposition Method for the Construction of Multi-classifier Systems Trained with High-Dimensional Data. CIARP (1) (2013)
Adrián Pérez-Suay, Francesc J. Ferri, Miguel Arevalillo-Herráez
Passive-aggressive online distance metric learning and extensions. Prog. Artif. Intell. 2 (1) (2013)
Yoisel Campos, Carlos Morell, Francesc J. Ferri
A local complexity based combination method for decision forests trained with high-dimensional data. ISDA (2012)
Adrian Perez-Suay, Francesc J. Ferri
Online Metric Learning Methods Using Soft Margins and Least Squares Formulations. SSPR/SPR (2012)
Katerine Díaz-Chito, Francesc J. Ferri, Wladimiro Díaz Villanueva
Null Space Based Image Recognition Using Incremental Eigendecomposition. IbPRIA (2011)
Miguel Arevalillo-Herráez, Francesc J. Ferri, Salvador Moreno-Picot
Distance-based relevance feedback using a hybrid interactive genetic algorithm for image retrieval. Appl. Soft Comput. 11 (2) (2011)
Adrian Perez-Suay, Francesc J. Ferri, Jesús V. Albert
An Online Metric Learning Approach through Margin Maximization. IbPRIA (2011)
Wladimiro Díaz Villanueva, Francesc J. Ferri, Vicente Cerverón
Learning Improved Feature Rankings through Decremental Input Pruning for Support Vector Based Drug Activity Prediction. IEA/AIE (2) (2010)
Miguel Arevalillo-Herráez, Francesc J. Ferri, Juan Domingo
A naive relevance feedback model for content-based image retrieval using multiple similarity measures. Pattern Recognit. 43 (3) (2010)
Francesc J. Ferri, Katerine Díaz-Chito, Wladimiro Díaz Villanueva
Efficient Dimensionality Reduction on Undersampled Problems through Incremental Discriminative Common Vectors. ICDM Workshops (2010)
Katerine Díaz-Chito, Francesc J. Ferri, Wladimiro Díaz Villanueva
Image Recognition through Incremental Discriminative Common Vectors. ACIVS (2) (2010)
Miguel Arevalillo-Herráez, Francesc J. Ferri
Interactive Image Retrieval Using Smoothed Nearest Neighbor Estimates. SSPR/SPR (2010)
Adrian Perez-Suay, Francesc J. Ferri, Jesús V. Albert
A Random Extension for Discriminative Dimensionality Reduction and Metric Learning. IbPRIA (2009)
Victor Yepes, Eugenio Pellicer, Francesc J. Ferri
Profit Forecasting Using Support Vector Regression for Consulting Engineering Firms. ISDA (2009)
Francesc J. Ferri, Miguel Arevalillo-Herráez, Salvador Moreno-Picot
An interactive evolutionary approach for content based image retrieval. SMC (2009)
Adrian Perez-Suay, Francesc J. Ferri
Scaling Up a Metric Learning Algorithm for Image Recognition and Representation. ISVC (2) (2008)
Katerine Díaz-Chito, Francesc J. Ferri, Wladimiro Díaz Villanueva
An Empirical Evaluation of Common Vector Based Classification Methods and Some Extensions. SSPR/SPR (2008)
Miguel Arevalillo-Herráez, Francesc J. Ferri, Juan Domingo
Learning combined similarity measures from user data for image retrieval. ICPR (2008)
Francesc J. Ferri, Katerine Díaz-Chito, Wladimiro Díaz Villanueva
Using subspace-based learning methods for medical drug design and characterization. SMC (2008)
Miguel Arevalillo-Herráez, Juan Domingo, Francesc J. Ferri
Combining similarity measures in content-based image retrieval. Pattern Recognit. Lett. 29 (16) (2008)
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)
Marcelo Armengot, Francesc J. Ferri, Wladimiro Díaz Villanueva
Experiments about the Generalization Ability of Common Vector based Methods for Face Recognition. PRIS (2007)
Jaime Gutierrez, Francesc J. Ferri, Jesus Malo
Regularization operators for natural images based on nonlinear perception models. IEEE Trans. Image Process. 15 (1) (2006)
Francesc J. Ferri, Wladimiro Díaz Villanueva, María José Castro Bleda
Experiments on automatic drug activity characterization using support vector classification. Computational Intelligence (2006)
Francesc J. Ferri, José Salvador Sánchez, Filiberto Pla
Complexity reduction in efficient prototype-based classification. Pattern Recognit. 39 (2) (2006)
Ricardo Barandela, J. K. Hernández, José Salvador Sánchez, Francesc J. Ferri
Imbalanced Training Set Reduction and Feature Selection Through Genetic Optimization. CCIA (2005)
María José Castro, Wladimiro Díaz Villanueva, Francesc J. Ferri, José Ruiz-Pinales, René Jaime-Rivas, Fernando Blat, Salvador España Boquera, Pablo Aibar, Sergio Grau, David Griol
A Holistic Classification System for Check Amounts Based on Neural Networks with Rejection. PReMI (2005)
Ricardo Barandela, Francesc J. Ferri, José Salvador Sánchez
Decision boundary preserving prototype selection for nearest neighbor classification. Int. J. Pattern Recognit. Artif. Intell. 19 (6) (2005)
Ricardo Barandela, Rosa Maria Valdovinos, José Salvador Sánchez, Francesc J. Ferri
The Imbalanced Training Sample Problem: Under or over Sampling? SSPR/SPR (2004)
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)
Ricardo Barandela, E. Rangel, José Salvador Sánchez, Francesc J. Ferri
Restricted Decontamination for the Imbalanced Training Sample Problem. CIARP (2003)
José Martínez Sotoca, Mateo Buendía Gómez, José Manuel Iñesta Quereda, Francesc J. Ferri
Geometric Properties of the 3D Spine Curve. IbPRIA (2003)
Krzysztof Rzadca, Francesc J. Ferri
Incrementally Assessing Cluster Tendencies with a Maximum Variance Cluster Algorithm. IbPRIA (2003)
Jaime Gutierrez, Jesus Malo, Francesc J. Ferri
Perceptual regularization functionals for natural image restoration. ICIP (2) (2003)
Ricardo Barandela, José Salvador Sánchez, Vicente García, Francesc J. Ferri
Learning from Imbalanced Sets through Resampling and Weighting. IbPRIA (2003)
José Salvador Sánchez, Ricardo Barandela, Francesc J. Ferri
On Filtering the Training Prototypes in Nearest Neighbour Classification. CCIA (2002)
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 Recognit. 35 (12) (2002)
Francesc J. Ferri, Ramón Alberto Mollineda, Enrique Vidal
An Experimental Comparison between Consistency-Based and Adaptive Prototype Replacement Schemes. ICPR (3) (2002)
Ricardo Barandela, Francesc J. Ferri, T. Nájera
Some Experiments in Supervised Pattern Recognition with Incomplete Training Samples. SSPR/SPR (2002)
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)
Ramón Alberto Mollineda, Francesc J. Ferri, Enrique Vidal
A merge-based condensing strategy for multiple prototype classifiers. IEEE Trans. Syst. Man Cybern. Part B 32 (5) (2002)
Vicente Cerverón, Francesc J. Ferri
Another move toward the minimum consistent subset: a tabu search approach to the condensed nearest neighbor rule. IEEE Trans. Syst. Man Cybern. Part B 31 (3) (2001)
José Martínez Sotoca, Francesc J. Ferri, Jaime Gutierrez, Paolo Remagnino, Graeme A. Jones
Approximated Tracking of Multiple Non-rigid Objects using Adaptive Quantization and Resampling Techniques. VIIP (2001)
Jesus Malo, Jaime Gutierrez, Irene Epifanio, Francesc J. Ferri, José M Artigas
Perceptual feedback in multigrid motion estimation using an improved DCT quantization. IEEE Trans. Image Process. 10 (10) (2001)
Jesus Malo, Francesc J. Ferri, Rafael Fonolla Navarro, Roberto Valerio
Perceptually and Statistically Decorrelated Features for Image Representation: Application to Transform Coding. ICPR (2000)
Jesus Malo, Francesc J. Ferri, Jesús V. Albert, J. Soret, José M Artigas
The role of perceptual contrast non-linearities in image transform quantization. Image Vis. Comput. 18 (3) (2000)
Jesus Malo, Rafael Fonolla Navarro, Irene Epifanio, Francesc J. Ferri, José M Artigas
Non-linear Invertible Representation for Joint Statistical and Perceptual Feature Decorrelation. SSPR/SPR (2000)
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)
Ramón Alberto Mollineda, Francesc J. Ferri, Enrique Vidal
A Cluster-Based Merging Strategy for Nearest Prototype Classifiers. ICPR (2000)
Francesc J. Ferri, Jesús V. Albert, Enrique Vidal
Considerations about sample-size sensitivity of a family of edited nearest-neighbor rules. IEEE Trans. Syst. Man Cybern. Part B 29 (5) (1999)
José Salvador Sánchez, Filiberto Pla, Francesc J. Ferri
Learning Vector Quantization With Alternative Distance Criteria. ICIAP (1999)
José Salvador Sánchez, Filiberto Pla, Francesc J. Ferri
From the Nearest Neighbour Rule to Decision Trees. IEA/AIE (Vol. 2) (1998)
Francesc J. Ferri, Jesús Malo, Jesús V. Albert, J. Soret
Variable-size block matching algorithm for motion estimation using a perceptual-based splitting criterion. ICPR (1998)
Francesc J. Ferri, Jesús V. Albert
Average-case analysis in an elementary course on algorithms. SIGCSE (1998)
Francesc J. Ferri
Combining adaptive vector quantization and prototype selection techniques to improve nearest neighbour classifiers. Kybernetika 34 (4) (1998)
María Elena Díaz, Guillermo Ayala, Jesús V. Albert, Francesc J. Ferri, Juan Domingo
Accurate Detection and Characterization of Corner Points Using Circular Statistics and Fuzzy Clustering. SSPR/SPR (1998)
José Salvador Sánchez, Filiberto Pla, Francesc J. Ferri
Improving the k-NCN classification rule through heuristic modifications. Pattern Recognit. Lett. 19 (13) (1998)
Francesc J. Ferri, José Salvador Sánchez, Filiberto Pla
Editing Prototypes in the Finite Sample Size Case Using Alternative Neighbourhoods. SSPR/SPR (1998)
Jirí Grim, Jana Novovicová, Pavel Pudil, Petr Somol, Francesc J. Ferri
Initializing normal mixtures of densities. ICPR (1998)
José Salvador Sánchez, Filiberto Pla, Francesc J. Ferri
A Voronoi-diagram-based approach to oblique decision tree induction. ICPR (1998)
José Salvador Sánchez, Filiberto Pla, Francesc J. Ferri
On the use of neighbourhood-based non-parametric classifiers. Pattern Recognit. Lett. 18 (11-13) (1997)

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Publication Activity (10 Years)

Top Topics

Top Venues

Francesc J. Ferri