| 2024 | EATIS | Evaluation of Real-Time Acoustic Event Detection Models in Driving Scenarios. | Carlos Castorena, Jess Lpez Ballester, Juan Antonio De Rus, Francesc J. Ferri, Maximo Cobos |
| 2023 | CIARP | Multi-conformation Aproach of ENM-NMA Dynamic-Based Descriptors for HIV Drug Resistance Prediction. | Jorge A. Jimenez-Gari, Mario Pupo-Merio, Hctor R. Gonzalez, Francesc J. Ferri |
| 2022 | IBPRIA | On the Performance of Deep Learning Models for Respiratory Sound Classification Trained on Unbalanced Data. | Carlos Castorena, Francesc J. Ferri, Maximo Cobos |
| 2019 | ICASSP | Sound Event Envelope Estimation in Polyphonic Mixtures. | Irene Martn-Morat, Annamaria Mesaros, Toni Heittola, Tuomas Virtanen, Maximo Cobos, Francesc J. Ferri |
| 2018 | CIARP | Generalized Multitarget Linear Regression with Output Dependence Estimation. | Hctor R. Gonzalez, Carlos Morell, Francesc J. Ferri |
| 2017 | MMSP | Analysis of data fusion techniques for multi-microphone audio event detection in adverse environments. | Irene Martn-Morat, Maximo Cobos, Francesc J. Ferri |
| 2017 | SMC | Gui-driven intelligent tutoring system with affective support to help learning the algebraic method. | Miguel Arevalillo-Herrez, David Arnau, Francesc J. Ferri, Olga C. Santos |
| 2017 | SMC | Predicting human performance in interactive tasks by using dynamic models. | Mara T. Sanz, David Arnau, Jos Antonio Gonzlez-Calero, Francesc J. Ferri, Miguel Arevalillo-Herrez |
| 2016 | CIARP | Improving Nearest Neighbor Based Multi-target Prediction Through Metric Learning. | Hctor R. Gonzalez, Carlos Morell, Francesc J. Ferri |
| 2014 | SSPR | About Combining Metric Learning and Prototype Generation. | Adrin Prez-Suay, Francesc J. Ferri, Miguel Arevalillo-Herrez, Jess V. Albert |
| 2013 | CIARP | A Feature Set Decomposition Method for the Construction of Multi-classifier Systems Trained with High-Dimensional Data. | Yoisel Campos, Roberto Estrada, Carlos Morell, Francesc J. Ferri |
| 2013 | CIARP | Drug Activity Characterization Using One-Class Support Vector Machines with Counterexamples. | Alicia Hurtado-Cortegana, Francesc J. Ferri, Wladimiro Daz Villanueva, Carlos Morell |
| 2013 | CIARP | A NSGA Based Approach for Content Based Image Retrieval. | Salvador Moreno-Picot, Francesc J. Ferri, Miguel Arevalillo-Herrez |
| 2013 | IBPRIA | Automatic Detection and Characterization of Acoustic Plane-Wave Reflections Using Circular Microphone Arrays. | Maximo Cobos, Francesc J. Ferri, Ana M. Torres, Jaume Segura |
| 2013 | ICONIP | Fast Approximated Discriminative Common Vectors Using Rank-One SVD Updates. | Francesc J. Ferri, Katerine Daz-Chito, Wladimiro Daz Villanueva |
| 2013 | SMC | Comparative Evaluation of Batch and Online Distance Metric Learning Approaches Based on Margin Maximization. | Adrian Perez-Suay, Francesc J. Ferri, Miguel Arevalillo-Herrez, Jess V. Albert |
| 2012 | ISDA | A local complexity based combination method for decision forests trained with high-dimensional data. | Yoisel Campos, Carlos Morell, Francesc J. Ferri |
| 2012 | SSPR | Online Metric Learning Methods Using Soft Margins and Least Squares Formulations. | Adrian Perez-Suay, Francesc J. Ferri |
| 2011 | IBPRIA | Null Space Based Image Recognition Using Incremental Eigendecomposition. | Katerine Daz-Chito, Francesc J. Ferri, Wladimiro Daz Villanueva |
| 2011 | IBPRIA | An Online Metric Learning Approach through Margin Maximization. | Adrian Perez-Suay, Francesc J. Ferri, Jess V. Albert |
| 2010 | ACIVS | Image Recognition through Incremental Discriminative Common Vectors. | Katerine Daz-Chito, Francesc J. Ferri, Wladimiro Daz Villanueva |
| 2010 | ICDM | Efficient Dimensionality Reduction on Undersampled Problems through Incremental Discriminative Common Vectors. | Francesc J. Ferri, Katerine Daz-Chito, Wladimiro Daz Villanueva |
| 2010 | SSPR | Interactive Image Retrieval Using Smoothed Nearest Neighbor Estimates. | Miguel Arevalillo-Herrez, Francesc J. Ferri |
| 2009 | IBPRIA | A Random Extension for Discriminative Dimensionality Reduction and Metric Learning. | Adrian Perez-Suay, Francesc J. Ferri, Jess V. Albert |
| 2009 | ISDA | Profit Forecasting Using Support Vector Regression for Consulting Engineering Firms. | Vctor Yepes, Eugenio Pellicer, Francesc J. Ferri |
| 2009 | SMC | An interactive evolutionary approach for content based image retrieval. | Francesc J. Ferri, Miguel Arevalillo-Herrez, Salvador Moreno-Picot |
| 2008 | ICPR | Learning combined similarity measures from user data for image retrieval. | Miguel Arevalillo-Herrez, Francesc J. Ferri, Juan Domingo |
| 2008 | ISVC | Scaling Up a Metric Learning Algorithm for Image Recognition and Representation. | Adrian Perez-Suay, Francesc J. Ferri |
| 2008 | SMC | Using subspace-based learning methods for medical drug design and characterization. | Francesc J. Ferri, Katerine Daz-Chito, Wladimiro Daz Villanueva |
| 2008 | SSPR | An Empirical Evaluation of Common Vector Based Classification Methods and Some Extensions. | Katerine Daz-Chito, Francesc J. Ferri, Wladimiro Daz Villanueva |
| 2007 | SMC | A comparative study using different topological representations in pattern recognition based drug activity characterization. | Francesc J. Ferri, Wladimiro Daz Villanueva, Maria J. Castro |
| 2004 | CIARP | Improving Pattern Recognition Based Pharmacological Drug Selection Through ROC Analysis. | Wladimiro Daz Villanueva, Mara Jos Castro Bleda, Francesc J. Ferri, F. Prez, M. Murcia |
| 2004 | SSPR | The Imbalanced Training Sample Problem: Under or over Sampling? | Ricardo Barandela, Rosa Maria Valdovinos, Jos Salvador Snchez, Francesc J. Ferri |
| 2003 | CIARP | Restricted Decontamination for the Imbalanced Training Sample Problem. | Ricardo Barandela, E. Rangel, Jos Salvador Snchez, Francesc J. Ferri |
| 2003 | IBPRIA | Learning from Imbalanced Sets through Resampling and Weighting. | Ricardo Barandela, Jos Salvador Snchez, Vicente Garca, Francesc J. Ferri |
| 2003 | IBPRIA | Incrementally Assessing Cluster Tendencies with a Maximum Variance Cluster Algorithm. | Krzysztof Rzadca, Francesc J. Ferri |
| 2003 | IBPRIA | Geometric Properties of the 3D Spine Curve. | Jos Martnez Sotoca, Mateo Buenda Gmez, Jos Manuel Iesta Quereda, Francesc J. Ferri |
| 2003 | ICIP | Perceptual regularization functionals for natural image restoration. | Jaime Gutierrez, Jesus Malo, Francesc J. Ferri |
| 2002 | ICPR | An Experimental Comparison between Consistency-Based and Adaptive Prototype Replacement Schemes. | Francesc J. Ferri, Ramn Alberto Mollineda, Enrique Vidal |
| 2002 | SSPR | Some Experiments in Supervised Pattern Recognition with Incomplete Training Samples. | Ricardo Barandela, Francesc J. Ferri, T. Njera |
| 2000 | ICPR | An Active Contour Model for the Automatic Detection of the Fovea in Fluorescein Angiographies. | Jaime Gutierrez, Irene Epifanio, Esther de Ves, Francesc J. Ferri |
| 2000 | ICPR | Perceptually and Statistically Decorrelated Features for Image Representation: Application to Transform Coding. | Jesus Malo, Francesc J. Ferri, Rafael Fonolla Navarro, Roberto Valerio |
| 2000 | ICPR | A Cluster-Based Merging Strategy for Nearest Prototype Classifiers. | Ramn Alberto Mollineda, Francesc J. Ferri, Enrique Vidal |
| 2000 | SSPR | Non-linear Invertible Representation for Joint Statistical and Perceptual Feature Decorrelation. | Jesus Malo, Rafael Fonolla Navarro, Irene Epifanio, Francesc J. Ferri, Jos M Artigas |
| 1999 | ICIAP | Learning Vector Quantization With Alternative Distance Criteria. | Jos Salvador Snchez, Filiberto Pla, Francesc J. Ferri |
| 1998 | ICPR | Variable-size block matching algorithm for motion estimation using a perceptual-based splitting criterion. | Francesc J. Ferri, Jess Malo, Jess V. Albert, J. Soret |
| 1998 | ICPR | Initializing normal mixtures of densities. | Jir Grim, Jana Novovicov, Pavel Pudil, Petr Somol, Francesc J. Ferri |
| 1998 | ICPR | A Voronoi-diagram-based approach to oblique decision tree induction. | Jos Salvador Snchez, Filiberto Pla, Francesc J. Ferri |
| 1998 | SIGCSE | Average-case analysis in an elementary course on algorithms. | Francesc J. Ferri, Jess V. Albert |
| 1998 | SSPR | Accurate Detection and Characterization of Corner Points Using Circular Statistics and Fuzzy Clustering. | Mara Elena Daz, Guillermo Ayala, Jess V. Albert, Francesc J. Ferri, Juan Domingo |
| 1998 | SSPR | Editing Prototypes in the Finite Sample Size Case Using Alternative Neighbourhoods. | Francesc J. Ferri, Jos Salvador Snchez, Filiberto Pla |
| 1997 | ICIAP | Adaptive Motion Estimation and Video Vector Quantization Based on Spatiotemporal Non-linearities of Human Perception. | Jesus Malo, Francesc J. Ferri, Jess V. Albert, Jos M Artigas |
| 1997 | ICIAP | Using Proximity and Spatial Homogeneity in Neighbourhood-Based Classifiers. | Jos Salvador Snchez, Filiberto Pla, Francesc J. Ferri |
| 1995 | CAIP | Estimating Feature Discriminant Power in Decision Tree Classifiers. | Isabel Graca, Filiberto Pla, Francesc J. Ferri, P. Garca |
| 1995 | CAIP | Advances in the Statistical Methodology for the Selection of Image Descriptors for Visual Pattern Representation and Classification. | Pavel Pudil, Jana Novovicov, Francesc J. Ferri, Josef Kittler |
| 1994 | ICPR | Floating search methods for feature selection with nonmonotonic criterion functions. | Pavel Pudil, Francesc J. Ferri, Jana Novovicov, Josef Kittler |
| 1992 | ICPR | Small sample size effects in the use of editing techniques. | Francesc J. Ferri, Enrique Vidal |