Francesc J. Ferri

According to our database1, Francesc J. Ferri authored at least 99 papers between 1992 and 2019.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2019
An efficient method for clustered multi-metric learning.
Inf. Sci., 2019

Sound Event Envelope Estimation in Polyphonic Mixtures.
Proceedings of the IEEE International Conference on Acoustics, 2019

2018
Efficient Analysis and Synthesis Using a New Factorization of the Gabor Frame Matrix.
IEEE Trans. Signal Processing, 2018

Adaptive Mid-Term Representations for Robust Audio Event Classification.
IEEE/ACM Trans. Audio, Speech & Language Processing, 2018

An overview of incremental feature extraction methods based on linear subspaces.
Knowl.-Based Syst., 2018

Fast Kernel Generalized Discriminative Common Vectors for Feature Extraction.
Journal of Mathematical Imaging and Vision, 2018

Some insights into the impact of affective information when delivering feedback to students.
Behaviour & IT, 2018

Accelerated Proximal Gradient Descent in Metric Learning for Kernel Regression.
Proceedings of the Progress in Artificial Intelligence and Pattern Recognition, 2018

Generalized Multitarget Linear Regression with Output Dependence Estimation.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2018

2017
BIG-AFF: Exploring Low Cost and Low Intrusive Infrastructures for Affective Computing in Secondary Schools.
Proceedings of the Adjunct Publication of the 25th Conference on User Modeling, 2017

Predicting human performance in interactive tasks by using dynamic models.
Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017

Gui-driven intelligent tutoring system with affective support to help learning the algebraic method.
Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017

Analysis of data fusion techniques for multi-microphone audio event detection in adverse environments.
Proceedings of the 19th IEEE International Workshop on Multimedia Signal Processing, 2017

2016
Towards Psychologically based Personalised Modelling of Emotions Using Associative Classifiers.
IJCINI, 2016


A case study on feature sensitivity for audio event classification using support vector machines.
Proceedings of the 26th IEEE International Workshop on Machine Learning for Signal Processing, 2016

Improving Nearest Neighbor Based Multi-target Prediction Through Metric Learning.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2016

2015
Incremental Generalized Discriminative Common Vectors for Image Classification.
IEEE Trans. Neural Netw. Learning Syst., 2015

Improving distance based image retrieval using non-dominated sorting genetic algorithm.
Pattern Recognition Letters, 2015

2014
About Combining Metric Learning and Prototype Generation.
Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2014

Cognitive reasoning and inferences through psychologically based personalised modelling of emotions using associative classifiers.
Proceedings of the IEEE 13th International Conference on Cognitive Informatics and Cognitive Computing, 2014

2013
Passive-aggressive online distance metric learning and extensions.
Progress in AI, 2013

An improved distance-based relevance feedback strategy for image retrieval.
Image Vision Comput., 2013

Reverse engineering expert visual observations: From fixations to the learning of spatial filters with a neural-gas algorithm.
Expert Syst. Appl., 2013

A hybrid multi-objective optimization algorithm for content based image retrieval.
Appl. Soft Comput., 2013

Comparative Evaluation of Batch and Online Distance Metric Learning Approaches Based on Margin Maximization.
Proceedings of the IEEE International Conference on Systems, 2013

Fast Approximated Discriminative Common Vectors Using Rank-One SVD Updates.
Proceedings of the Neural Information Processing - 20th International Conference, 2013

Automatic Detection and Characterization of Acoustic Plane-Wave Reflections Using Circular Microphone Arrays.
Proceedings of the Pattern Recognition and Image Analysis - 6th Iberian Conference, 2013

A NSGA Based Approach for Content Based Image Retrieval.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2013

Drug Activity Characterization Using One-Class Support Vector Machines with Counterexamples.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2013

A Feature Set Decomposition Method for the Construction of Multi-classifier Systems Trained with High-Dimensional Data.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2013

2012
Online Metric Learning Methods Using Soft Margins and Least Squares Formulations.
Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2012

A local complexity based combination method for decision forests trained with high-dimensional data.
Proceedings of the 12th International Conference on Intelligent Systems Design and Applications, 2012

2011
Distance-based relevance feedback using a hybrid interactive genetic algorithm for image retrieval.
Appl. Soft Comput., 2011

An Online Metric Learning Approach through Margin Maximization.
Proceedings of the Pattern Recognition and Image Analysis - 5th Iberian Conference, 2011

Null Space Based Image Recognition Using Incremental Eigendecomposition.
Proceedings of the Pattern Recognition and Image Analysis - 5th Iberian Conference, 2011

2010
A naive relevance feedback model for content-based image retrieval using multiple similarity measures.
Pattern Recognition, 2010

Interactive Image Retrieval Using Smoothed Nearest Neighbor Estimates.
Proceedings of the Structural, 2010

Learning Improved Feature Rankings through Decremental Input Pruning for Support Vector Based Drug Activity Prediction.
Proceedings of the Trends in Applied Intelligent Systems, 2010

Efficient Dimensionality Reduction on Undersampled Problems through Incremental Discriminative Common Vectors.
Proceedings of the ICDMW 2010, 2010

Image Recognition through Incremental Discriminative Common Vectors.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2010

2009
Feature Extraction by means of Rough Discriminative Common Vectors with Kernels.
Inteligencia Artificial, Revista Iberoamericana de Inteligencia Artificial, 2009

An interactive evolutionary approach for content based image retrieval.
Proceedings of the IEEE International Conference on Systems, 2009

Profit Forecasting Using Support Vector Regression for Consulting Engineering Firms.
Proceedings of the Ninth International Conference on Intelligent Systems Design and Applications, 2009

A Random Extension for Discriminative Dimensionality Reduction and Metric Learning.
Proceedings of the Pattern Recognition and Image Analysis, 4th Iberian Conference, 2009

2008
Combining similarity measures in content-based image retrieval.
Pattern Recognition Letters, 2008

An Empirical Evaluation of Common Vector Based Classification Methods and Some Extensions.
Proceedings of the Structural, 2008

Using subspace-based learning methods for medical drug design and characterization.
Proceedings of the IEEE International Conference on Systems, 2008

Scaling Up a Metric Learning Algorithm for Image Recognition and Representation.
Proceedings of the Advances in Visual Computing, 4th International Symposium, 2008

Learning combined similarity measures from user data for image retrieval.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

2007
A comparative study using different topological representations in pattern recognition based drug activity characterization.
Proceedings of the IEEE International Conference on Systems, 2007

Experiments about the Generalization Ability of Common Vector based Methods for Face Recognition.
Proceedings of the Pattern Recognition in Information Systems, 2007

2006
Regularization operators for natural images based on nonlinear perception models.
IEEE Trans. Image Processing, 2006

Complexity reduction in efficient prototype-based classification.
Pattern Recognition, 2006

Experiments on automatic drug activity characterization using support vector classification.
Proceedings of the Second IASTED International Conference on Computational Intelligence, 2006

2005
Decision boundary preserving prototype selection for nearest neighbor classification.
IJPRAI, 2005

A Holistic Classification System for Check Amounts Based on Neural Networks with Rejection.
Proceedings of the Pattern Recognition and Machine Intelligence, 2005

Imbalanced Training Set Reduction and Feature Selection Through Genetic Optimization.
Proceedings of the Artificial Intelligence Research and Development, 2005

2004
The Imbalanced Training Sample Problem: Under or over Sampling?
Proceedings of the Structural, 2004

Improving Pattern Recognition Based Pharmacological Drug Selection Through ROC Analysis.
Proceedings of the Progress in Pattern Recognition, 2004

2003
Perceptual regularization functionals for natural image restoration.
Proceedings of the 2003 International Conference on Image Processing, 2003

Geometric Properties of the 3D Spine Curve.
Proceedings of the Pattern Recognition and Image Analysis, First Iberian Conference, 2003

Incrementally Assessing Cluster Tendencies with a Maximum Variance Cluster Algorithm.
Proceedings of the Pattern Recognition and Image Analysis, First Iberian Conference, 2003

Learning from Imbalanced Sets through Resampling and Weighting.
Proceedings of the Pattern Recognition and Image Analysis, First Iberian Conference, 2003

Restricted Decontamination for the Imbalanced Training Sample Problem.
Proceedings of the Progress in Pattern Recognition, 2003

2002
A merge-based condensing strategy for multiple prototype classifiers.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2002

An efficient prototype merging strategy for the condensed 1-NN rule through class-conditional hierarchical clustering.
Pattern Recognition, 2002

Some Experiments in Supervised Pattern Recognition with Incomplete Training Samples.
Proceedings of the Structural, 2002

Analysis of Regular Textures through Spatial Point Processes.
Proceedings of the Pattern Recognition in Information Systems, 2002

An Experimental Comparison between Consistency-Based and Adaptive Prototype Replacement Schemes.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

On Filtering the Training Prototypes in Nearest Neighbour Classification.
Proceedings of the Topics in Artificial Intelligence, 5th Catalonian Conference on AI, 2002

2001
Another move toward the minimum consistent subset: a tabu search approach to the condensed nearest neighbor rule.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2001

Perceptual feedback in multigrid motion estimation using an improved DCT quantization.
IEEE Trans. Image Processing, 2001

Approximated Tracking of Multiple Non-rigid Objects using Adaptive Quantization and Resampling Techniques.
Proceedings of the IASTED International Conference on Visualization, 2001

2000
The role of perceptual contrast non-linearities in image transform quantization.
Image Vision Comput., 2000

Non-linear Invertible Representation for Joint Statistical and Perceptual Feature Decorrelation.
Proceedings of the 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, 2000

A Cluster-Based Merging Strategy for Nearest Prototype Classifiers.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

Perceptually and Statistically Decorrelated Features for Image Representation: Application to Transform Coding.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

An Active Contour Model for the Automatic Detection of the Fovea in Fluorescein Angiographies.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

1999
Considerations about sample-size sensitivity of a family of edited nearest-neighbor rules.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 1999

Learning Vector Quantization With Alternative Distance Criteria.
Proceedings of the 1oth International Conference on Image Analysis and Processing (ICIAP 1999), 1999

1998
Improving the k-NCN classification rule through heuristic modifications.
Pattern Recognition Letters, 1998

Combining adaptive vector quantization and prototype selection techniques to improve nearest neighbour classifiers.
Kybernetika, 1998

Editing Prototypes in the Finite Sample Size Case Using Alternative Neighbourhoods.
Proceedings of the Advances in Pattern Recognition, 1998

Accurate Detection and Characterization of Corner Points Using Circular Statistics and Fuzzy Clustering.
Proceedings of the Advances in Pattern Recognition, 1998

Average-case analysis in an elementary course on algorithms.
Proceedings of the 29th SIGCSE Technical Symposium on Computer Science Education, 1998, Atlanta, Georgia, USA, February 26, 1998

From the Nearest Neighbour Rule to Decision Trees.
Proceedings of the Tasks and Methods in Applied Artificial Intelligence, 1998

A Voronoi-diagram-based approach to oblique decision tree induction.
Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998

Initializing normal mixtures of densities.
Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998

Variable-size block matching algorithm for motion estimation using a perceptual-based splitting criterion.
Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998

1997
On the use of neighbourhood-based non-parametric classifiers.
Pattern Recognition Letters, 1997

Prototype selection for the nearest neighbour rule through proximity graphs.
Pattern Recognition Letters, 1997

On the equivalency between decision tree classifiers and the nearest neighbour rule.
Inteligencia Artificial, Revista Iberoamericana de Inteligencia Artificial, 1997

Using Proximity and Spatial Homogeneity in Neighbourhood-Based Classifiers.
Proceedings of the Image Analysis and Processing, 9th International Conference, 1997

Adaptive Motion Estimation and Video Vector Quantization Based on Spatiotemporal Non-linearities of Human Perception.
Proceedings of the Image Analysis and Processing, 9th International Conference, 1997

1995
Advances in the Statistical Methodology for the Selection of Image Descriptors for Visual Pattern Representation and Classification.
Proceedings of the Computer Analysis of Images and Patterns, 6th International Conference, 1995

Estimating Feature Discriminant Power in Decision Tree Classifiers.
Proceedings of the Computer Analysis of Images and Patterns, 6th International Conference, 1995

1994
Floating search methods for feature selection with nonmonotonic criterion functions.
Proceedings of the 12th IAPR International Conference on Pattern Recognition, 1994

1992
Colour image segmentation and labeling through multiedit-condensing.
Pattern Recognition Letters, 1992


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