Diffuse Pattern Learning with Fuzzy ARTMAP and PASS. - Jorge Muruzábal; Alberto Muñoz (PPSN, 1994)

Creating Term Associations Using a Hierarchical ART Architecture. - Alberto Muñoz (ICANN, 1996)

Compound Key Word Generation from Document Databases Using A Hierarchical Clustering ART Model. - Alberto Muñoz (Intell. Data Anal., 1997)

Self-organizing maps for outlier detection. - Alberto Muñoz; Jorge Muruzábal (Neurocomputing, 1998)

IPR techniques applied to a multimedia environment in the HYPERMEDIA project. - Alberto Muñoz; Arturo Ribagorda; José M. Sierra (Security and Watermarking of Multimedia Contents, 1999)

Increasing relevance of memory hardware errors: a case for recoverable programming models. - Dejan S. Milojicic; Alan Messer; James Shau; Guangrui Fu; Alberto Muñoz (ACM SIGOPS European Workshop, 2000)

Self Organizing Map and Sammon Mapping for Asymmetric Proximities. - Manuel Martín-Merino; Alberto Muñoz (ICANN, 2001)

Detecting the Number of Clusters Using a Support Vector Machine Approach. - Javier M. Moguerza; Alberto Muñoz; Manuel Martín-Merino (ICANN, 2002)

Visualizing asymmetric proximities with MDS models. - Alberto Muñoz; Manuel Martín-Merino (ESANN, 2003)

Support Vector Machine Classifiers for Asymmetric Proximities. - Alberto Muñoz; Isaac Martín de Diego; Javier M. Moguerza (ICANN, 2003)

Combining Support Vector Machines and ARTMAP Architectures for Natural Classification. - Alberto Muñoz; Javier M. Moguerza (KES, 2003)

One-Class Support Vector Machines and Density Estimation: The Precise Relation. - Alberto Muñoz; Javier M. Moguerza (CIARP, 2004)

Representing hierarchical relationships using a modified Asymmetric SOM Algorithm. - Manuel Martín-Merino; Alberto Muñoz (ESANN, 2004)

Extending the SOM Algorithm to Non-Euclidean Distances via the Kernel Trick. - Manuel Martín-Merino; Alberto Muñoz (ICONIP, 2004)

A New MDS Algorithm for Textual Data Analysis. - Manuel Martín-Merino; Alberto Muñoz (ICONIP, 2004)

A New Sammon Algorithm for Sparse Data Visualization. - Manuel Martín-Merino; Alberto Muñoz (ICPR (1), 2004)

Combining Kernel Information for Support Vector Classification. - Isaac Martín de Diego; Javier M. Moguerza; Alberto Muñoz (Multiple Classifier Systems, 2004)

Solving the One-Class Problem Using Neighbourhood Measures. - Javier M. Moguerza; Alberto Muñoz (SSPR/SPR, 2004)

Improving Support Vector Classification via the Combination of Multiple Sources of Information. - Javier M. Moguerza; Alberto Muñoz; Isaac Martín de Diego (SSPR/SPR, 2004)

A Naive Solution to the One-Class Problem and Its Extension to Kernel Methods. - Alberto Muñoz; Javier M. Moguerza (CIARP, 2005)

Building Smooth Neighbourhood Kernels via Functional Data Analysis. - Alberto Muñoz; Javier M. Moguerza (ICANN (2), 2005)

Extending the SOM Algorithm to Visualize Word Relationships. - Manuel Martín-Merino; Alberto Muñoz (IDA, 2005)

Visualizing asymmetric proximities with SOM and MDS models. - Manuel Martín-Merino; Alberto Muñoz (Neurocomputing, 2005)

3D Navigable Interface for Interactive Movie Gormenghast Explore. - Julia Sussner; Ludvig Lohse; Maureen Thomas; Gustavo Garcia; Isabel Alonso; Alberto Muñoz (AXMEDIS, 2006)

Fusion of Gaussian Kernels Within Support Vector Classification. - Javier M. Moguerza; Alberto Muñoz; Isaac Martín de Diego (CIARP, 2006)

Local Linear Approximation for Kernel Methods: The Railway Kernel. - Alberto Muñoz; Javier González 002; Isaac Martín de Diego (CIARP, 2006)

Alternatives to Parameter Selection for Kernel Methods. - Alberto Muñoz; Isaac Martín de Diego; Javier M. Moguerza (ICANN (1), 2006)

Kernel Procrustes. - Isaac Martín de Diego; Alberto Muñoz (ICPR (4), 2006)

On the Fusion of Polynomial Kernels for Support Vector Classifiers. - Isaac Martín de Diego; Javier M. Moguerza; Alberto Muñoz (IDEAL, 2006)

From Indefinite to Positive Semi-Definite Matrices. - Alberto Muñoz; Isaac Martín de Diego (SSPR/SPR, 2006)

Estimation of High-Density Regions Using One-Class Neighbor Machines. - Alberto Muñoz; Javier M. Moguerza (IEEE Trans. Pattern Anal. Mach. Intell., 2006)

Monitoring Nonlinear Profiles Using Support Vector Machines. - Javier M. Moguerza; Alberto Muñoz; Stelios Psarakis (CIARP, 2007)

Joint Diagonalization of Kernels for Information Fusion. - Alberto Muñoz; Javier González 002 (CIARP, 2007)

Spectral Measures for Kernel Matrices Comparison. - Javier González 002; Alberto Muñoz (ICANN (1), 2007)

Representing Functional Data Using Support Vector Machines. - Javier González 002; Alberto Muñoz (CIARP, 2008)

Functional Learning of Kernels for Information Fusion Purposes. - Alberto Muñoz; Javier González 002 (CIARP, 2008)

Combining Functional Data Projections for Time Series Classification. - Alberto Muñoz; Javier González 002 (CIARP, 2009)

Methods for the combination of kernel matrices within a support vector framework. - Isaac Martín de Diego; Alberto Muñoz; Javier M. Moguerza (Mach. Learn., 2010)

Cytology Imaging Segmentation Using the Locally Constrained Watershed Transform. - N. Béliz-Osorio; José Crespo; Marcial García-Rojo; Alberto Muñoz; Javier Azpiazu (ISMM, 2011)

Cloud Computing Service for Managing Large Medical Image Data-Sets Using Balanced Collaborative Agents. - Raúl Alonso-Calvo; José Crespo; Victor Maojo; Alberto Muñoz; Miguel García-Remesal; David Pérez-Rey (PAAMS, 2011)

A New Distance for Probability Measures Based on the Estimation of Level Sets. - Alberto Muñoz; Gabriel Martos; Javier Arriero; Javier Gonzalez (ICANN (2), 2012)

On the Generalization of the Mahalanobis Distance. - Gabriel Martos; Alberto Muñoz; Javier González 002 (CIARP (1), 2013)

A New Distance for Data Sets in a Reproducing Kernel Hilbert Space Context. - Alberto Muñoz; Gabriel Martos; Javier González 002 (CIARP (1), 2013)

Functional analysis techniques to improve similarity matrices in discrimination problems. - Javier González 002; Alberto Muñoz (J. Multivar. Anal., 2013)

Generalizing the Mahalanobis distance via density kernels. - Gabriel Martos; Alberto Muñoz; Javier González 002 (Intell. Data Anal., 2014)

Local Entropies for Kernel Selection and Outlier Detection in Functional Data. - Gabriel Martos; Alberto Muñoz (CIARP, 2015)

Kernel Depth Measures for Functional Data with Application to Outlier Detection. - Nicolás Hernández; Alberto Muñoz (ICANN (2), 2016)

Asymmetric latent semantic indexing for gene expression experiments visualization. - Javier González 002; Alberto Muñoz; Gabriel Martos (J. Bioinform. Comput. Biol., 2016)

Entropy Measures for Stochastic Processes with Applications in Functional Anomaly Detection. - Gabriel Martos; Nicolás Hernández; Alberto Muñoz; Javier M. Moguerza (Entropy, 2018)

Combining Entropy Measures for Anomaly Detection. - Alberto Muñoz; Nicolás Hernández; Javier M. Moguerza; Gabriel Martos (Entropy, 2018)

Density kernel depth for outlier detection in functional data. - Nicolás Hernández; Alberto Muñoz; Gabriel Martos (Int. J. Data Sci. Anal., 2023)

A Classical Vision 3-D Registration Methodology for a Successful Pose Estimation of Semi-deformable Objects. - Gustavo De Los Ríos; Nezih Nieto; Enrico Mendez; Arturo Murra; Ian Durán; César Serna; Arturo Escobedo; Alberto Muñoz (CASE, 2025)