Alberto Muñoz

Publication Activity (10 Years)

Years Active: 1994-2023
Publications (10 Years): 5

Top Topics

Stochastic Process

Probability Measures

Outlier Detection

Top Venues

Publications

Nicolás Hernández, Alberto Muñoz, Gabriel Martos
Density kernel depth for outlier detection in functional data. Int. J. Data Sci. Anal. 16 (4) (2023)
Alberto Muñoz, Nicolás Hernández, Javier M. Moguerza, Gabriel Martos
Combining Entropy Measures for Anomaly Detection. Entropy 20 (9) (2018)
Gabriel Martos, Nicolás Hernández, Alberto Muñoz, Javier M. Moguerza
Entropy Measures for Stochastic Processes with Applications in Functional Anomaly Detection. Entropy 20 (1) (2018)
Javier González, Alberto Muñoz, Gabriel Martos
Asymmetric latent semantic indexing for gene expression experiments visualization. J. Bioinform. Comput. Biol. 14 (4) (2016)
Nicolás Hernández, Alberto Muñoz
Kernel Depth Measures for Functional Data with Application to Outlier Detection. ICANN (2) (2016)
Gabriel Martos, Alberto Muñoz
Local Entropies for Kernel Selection and Outlier Detection in Functional Data. CIARP (2015)
Gabriel Martos, Alberto Muñoz, Javier González
Generalizing the Mahalanobis distance via density kernels. Intell. Data Anal. 18 (Supplement) (2014)
Gabriel Martos, Alberto Muñoz, Javier González
On the Generalization of the Mahalanobis Distance. CIARP (1) (2013)
Javier González, Alberto Muñoz
Functional analysis techniques to improve similarity matrices in discrimination problems. J. Multivar. Anal. 120 (2013)
Alberto Muñoz, Gabriel Martos, Javier González
A New Distance for Data Sets in a Reproducing Kernel Hilbert Space Context. CIARP (1) (2013)
Alberto Muñoz, Gabriel Martos, Javier Arriero, Javier Gonzalez
A New Distance for Probability Measures Based on the Estimation of Level Sets. ICANN (2) (2012)
N. Béliz-Osorio, José Crespo, Marcial García-Rojo, Alberto Muñoz, Javier Azpiazu
Cytology Imaging Segmentation Using the Locally Constrained Watershed Transform. ISMM (2011)
Raúl Alonso-Calvo, José Crespo, Victor Maojo, Alberto Muñoz, Miguel García-Remesal, David Pérez-Rey
Cloud Computing Service for Managing Large Medical Image Data-Sets Using Balanced Collaborative Agents. PAAMS (2011)
Isaac Martín de Diego, Alberto Muñoz, Javier M. Moguerza
Methods for the combination of kernel matrices within a support vector framework. Mach. Learn. 78 (1-2) (2010)
Alberto Muñoz, Javier González
Representing functional data using support vector machines. Pattern Recognit. Lett. 31 (6) (2010)
Alberto Muñoz, Javier González
Combining Functional Data Projections for Time Series Classification. CIARP (2009)
Alberto Muñoz, Javier González
Functional Learning of Kernels for Information Fusion Purposes. CIARP (2008)
Javier González, Alberto Muñoz
Representing Functional Data Using Support Vector Machines. CIARP (2008)
Alberto Muñoz, Javier González
Joint Diagonalization of Kernels for Information Fusion. CIARP (2007)
Javier González, Alberto Muñoz
Spectral Measures for Kernel Matrices Comparison. ICANN (1) (2007)
Javier M. Moguerza, Alberto Muñoz, Stelios Psarakis
Monitoring Nonlinear Profiles Using Support Vector Machines. CIARP (2007)
Isaac Martín de Diego, Alberto Muñoz
Kernel Procrustes. ICPR (4) (2006)
Julia Sussner, Ludvig Lohse, Maureen Thomas, Gustavo Garcia, Isabel Alonso, Alberto Muñoz
3D Navigable Interface for Interactive Movie Gormenghast Explore. AXMEDIS (2006)
Alberto Muñoz, Javier González, Isaac Martín de Diego
Local Linear Approximation for Kernel Methods: The Railway Kernel. CIARP (2006)
Isaac Martín de Diego, Javier M. Moguerza, Alberto Muñoz
On the Fusion of Polynomial Kernels for Support Vector Classifiers. IDEAL (2006)
Javier M. Moguerza, Alberto Muñoz, Isaac Martín de Diego
Fusion of Gaussian Kernels Within Support Vector Classification. CIARP (2006)
Alberto Muñoz, Javier M. Moguerza
Estimation of High-Density Regions Using One-Class Neighbor Machines. IEEE Trans. Pattern Anal. Mach. Intell. 28 (3) (2006)
Alberto Muñoz, Isaac Martín de Diego, Javier M. Moguerza
Alternatives to Parameter Selection for Kernel Methods. ICANN (1) (2006)
Alberto Muñoz, Isaac Martín de Diego
From Indefinite to Positive Semi-Definite Matrices. SSPR/SPR (2006)
Alberto Muñoz, Javier M. Moguerza
Building Smooth Neighbourhood Kernels via Functional Data Analysis. ICANN (2) (2005)
Manuel Martín-Merino, Alberto Muñoz
Visualizing asymmetric proximities with SOM and MDS models. Neurocomputing 63 (2005)
Alberto Muñoz, Javier M. Moguerza
A Naive Solution to the One-Class Problem and Its Extension to Kernel Methods. CIARP (2005)
Manuel Martín-Merino, Alberto Muñoz
Extending the SOM Algorithm to Visualize Word Relationships. IDA (2005)
Manuel Martín-Merino, Alberto Muñoz
A New Sammon Algorithm for Sparse Data Visualization. ICPR (1) (2004)
Manuel Martín-Merino, Alberto Muñoz
A New MDS Algorithm for Textual Data Analysis. ICONIP (2004)
Manuel Martín-Merino, Alberto Muñoz
Representing hierarchical relationships using a modified Asymmetric SOM Algorithm. ESANN (2004)
Isaac Martín de Diego, Javier M. Moguerza, Alberto Muñoz
Combining Kernel Information for Support Vector Classification. Multiple Classifier Systems (2004)
Javier M. Moguerza, Alberto Muñoz, Isaac Martín de Diego
Improving Support Vector Classification via the Combination of Multiple Sources of Information. SSPR/SPR (2004)
Javier M. Moguerza, Alberto Muñoz
Solving the One-Class Problem Using Neighbourhood Measures. SSPR/SPR (2004)
Alberto Muñoz, Javier M. Moguerza
One-Class Support Vector Machines and Density Estimation: The Precise Relation. CIARP (2004)
Manuel Martín-Merino, Alberto Muñoz
Extending the SOM Algorithm to Non-Euclidean Distances via the Kernel Trick. ICONIP (2004)
Alberto Muñoz, Manuel Martín-Merino
Visualizing asymmetric proximities with MDS models. ESANN (2003)
Alberto Muñoz, Isaac Martín de Diego, Javier M. Moguerza
Support Vector Machine Classifiers for Asymmetric Proximities. ICANN (2003)
Alberto Muñoz, Javier M. Moguerza
Combining Support Vector Machines and ARTMAP Architectures for Natural Classification. KES (2003)
Javier M. Moguerza, Alberto Muñoz, Manuel Martín-Merino
Detecting the Number of Clusters Using a Support Vector Machine Approach. ICANN (2002)
Manuel Martín-Merino, Alberto Muñoz
Self Organizing Map and Sammon Mapping for Asymmetric Proximities. ICANN (2001)
Dejan S. Milojicic, Alan Messer, James Shau, Guangrui Fu, Alberto Muñoz
Increasing relevance of memory hardware errors: a case for recoverable programming models. ACM SIGOPS European Workshop (2000)
Alberto Muñoz, Arturo Ribagorda, José M. Sierra
IPR techniques applied to a multimedia environment in the HYPERMEDIA project. Security and Watermarking of Multimedia Contents (1999)
Alberto Muñoz, Jorge Muruzábal
Self-organizing maps for outlier detection. Neurocomputing 18 (1-3) (1998)
Alberto Muñoz
Compound Key Word Generation from Document Databases Using A Hierarchical Clustering ART Model. Intell. Data Anal. 1 (1-4) (1997)
Alberto Muñoz
Creating Term Associations Using a Hierarchical ART Architecture. ICANN (1996)
Jorge Muruzábal, Alberto Muñoz
Diffuse Pattern Learning with Fuzzy ARTMAP and PASS. PPSN (1994)