| 2016 | ICANN | Kernel Depth Measures for Functional Data with Application to Outlier Detection. | Nicols Hernndez, Alberto Muoz |
| 2015 | CIARP | Local Entropies for Kernel Selection and Outlier Detection in Functional Data. | Gabriel Martos, Alberto Muoz |
| 2013 | CIARP | On the Generalization of the Mahalanobis Distance. | Gabriel Martos, Alberto Muoz, Javier Gonzlez |
| 2013 | CIARP | A New Distance for Data Sets in a Reproducing Kernel Hilbert Space Context. | Alberto Muoz, Gabriel Martos, Javier Gonzlez |
| 2012 | ICANN | A New Distance for Probability Measures Based on the Estimation of Level Sets. | Alberto Muoz, Gabriel Martos, Javier Arriero, Javier Gonzalez |
| 2011 | ISMM | Cytology Imaging Segmentation Using the Locally Constrained Watershed Transform. | N. Bliz-Osorio, Jos Crespo, Marcial Garca-Rojo, Alberto Muoz, Javier Azpiazu |
| 2011 | PAAMS | Cloud Computing Service for Managing Large Medical Image Data-Sets Using Balanced Collaborative Agents. | Ral Alonso-Calvo, Jos Crespo, Victor Maojo, Alberto Muoz, Miguel Garca-Remesal, David Prez-Rey |
| 2009 | CIARP | Combining Functional Data Projections for Time Series Classification. | Alberto Muoz, Javier Gonzlez |
| 2008 | CIARP | Representing Functional Data Using Support Vector Machines. | Javier Gonzlez, Alberto Muoz |
| 2008 | CIARP | Functional Learning of Kernels for Information Fusion Purposes. | Alberto Muoz, Javier Gonzlez |
| 2007 | CIARP | Monitoring Nonlinear Profiles Using Support Vector Machines. | Javier M. Moguerza, Alberto Muoz, Stelios Psarakis |
| 2007 | CIARP | Joint Diagonalization of Kernels for Information Fusion. | Alberto Muoz, Javier Gonzlez |
| 2007 | ICANN | Spectral Measures for Kernel Matrices Comparison. | Javier Gonzlez, Alberto Muoz |
| 2006 | CIARP | Fusion of Gaussian Kernels Within Support Vector Classification. | Javier M. Moguerza, Alberto Muoz, Isaac Martn de Diego |
| 2006 | CIARP | Local Linear Approximation for Kernel Methods: The Railway Kernel. | Alberto Muoz, Javier Gonzlez, Isaac Martn de Diego |
| 2006 | ICANN | Alternatives to Parameter Selection for Kernel Methods. | Alberto Muoz, Isaac Martn de Diego, Javier M. Moguerza |
| 2006 | ICPR | Kernel Procrustes. | Isaac Martn de Diego, Alberto Muoz |
| 2006 | IDEAL | On the Fusion of Polynomial Kernels for Support Vector Classifiers. | Isaac Martn de Diego, Javier M. Moguerza, Alberto Muoz |
| 2006 | SSPR | From Indefinite to Positive Semi-Definite Matrices. | Alberto Muoz, Isaac Martn de Diego |
| 2005 | CIARP | A Naive Solution to the One-Class Problem and Its Extension to Kernel Methods. | Alberto Muoz, Javier M. Moguerza |
| 2005 | ICANN | Building Smooth Neighbourhood Kernels via Functional Data Analysis. | Alberto Muoz, Javier M. Moguerza |
| 2005 | IDA | Extending the SOM Algorithm to Visualize Word Relationships. | Manuel Martn-Merino, Alberto Muoz |
| 2004 | CIARP | One-Class Support Vector Machines and Density Estimation: The Precise Relation. | Alberto Muoz, Javier M. Moguerza |
| 2004 | ESANN | Representing hierarchical relationships using a modified Asymmetric SOM Algorithm. | Manuel Martn-Merino, Alberto Muoz |
| 2004 | ICONIP | Extending the SOM Algorithm to Non-Euclidean Distances via the Kernel Trick. | Manuel Martn-Merino, Alberto Muoz |
| 2004 | ICONIP | A New MDS Algorithm for Textual Data Analysis. | Manuel Martn-Merino, Alberto Muoz |
| 2004 | ICPR | A New Sammon Algorithm for Sparse Data Visualization. | Manuel Martn-Merino, Alberto Muoz |
| 2004 | SSPR | Solving the One-Class Problem Using Neighbourhood Measures. | Javier M. Moguerza, Alberto Muoz |
| 2004 | SSPR | Improving Support Vector Classification via the Combination of Multiple Sources of Information. | Javier M. Moguerza, Alberto Muoz, Isaac Martn de Diego |
| 2003 | ESANN | Visualizing asymmetric proximities with MDS models. | Alberto Muoz, Manuel Martn-Merino |
| 2003 | ICANN | Support Vector Machine Classifiers for Asymmetric Proximities. | Alberto Muoz, Isaac Martn de Diego, Javier M. Moguerza |
| 2003 | KES | Combining Support Vector Machines and ARTMAP Architectures for Natural Classification. | Alberto Muoz, Javier M. Moguerza |
| 2002 | ICANN | Detecting the Number of Clusters Using a Support Vector Machine Approach. | Javier M. Moguerza, Alberto Muoz, Manuel Martn-Merino |
| 2001 | ICANN | Self Organizing Map and Sammon Mapping for Asymmetric Proximities. | Manuel Martn-Merino, Alberto Muoz |
| 1996 | ICANN | Creating Term Associations Using a Hierarchical ART Architecture. | Alberto Muoz |
| 1994 | PPSN | Diffuse Pattern Learning with Fuzzy ARTMAP and PASS. | Jorge Muruzbal, Alberto Muoz |