Alberto Muñoz

54 papers A 1B 6C 16Misc 1Journal 13Unranked 17

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	A Classical Vision 3-D Registration Methodology for a Successful Pose Estimation of Semi-deformable Objects. CASE Gustavo De Los Ríos, Nezih Nieto, Enrico Mendez, Arturo Murra, Ian Durán, César Serna, Arturo Escobedo, Alberto Muñoz
2025	J	`jnl`	Mouse and human striatal projection neurons compared - somatodendritic arbor, spines and in silico analyses. PLoS Comput. Biol. Alexander K. Kozlov, Lidia Blazquez-Llorca, Ruth Benavides-Piccione, Asta Kastanauskaite, Ana I. Rojo, Alberto Muñoz, Antonio Cuadrado, Javier DeFelipe, Sten Grillner
2023	J	`jnl`	Density kernel depth for outlier detection in functional data. Int. J. Data Sci. Anal. Nicolás Hernández, Alberto Muñoz, Gabriel Martos
2018	J	`jnl`	Combining Entropy Measures for Anomaly Detection. Entropy Alberto Muñoz, Nicolás Hernández, Javier M. Moguerza, Gabriel Martos
2018	J	`jnl`	Entropy Measures for Stochastic Processes with Applications in Functional Anomaly Detection. Entropy Gabriel Martos, Nicolás Hernández, Alberto Muñoz, Javier M. Moguerza
2016	J	`jnl`	Asymmetric latent semantic indexing for gene expression experiments visualization. J. Bioinform. Comput. Biol. Javier González, Alberto Muñoz, Gabriel Martos
2016	—	`conf`	Kernel Depth Measures for Functional Data with Application to Outlier Detection. ICANN (2) Nicolás Hernández, Alberto Muñoz
2015	C	`conf`	Local Entropies for Kernel Selection and Outlier Detection in Functional Data. CIARP Gabriel Martos, Alberto Muñoz
2014	J	`jnl`	Generalizing the Mahalanobis distance via density kernels. Intell. Data Anal. Gabriel Martos, Alberto Muñoz, Javier González
2013	—	`conf`	A New Distance for Data Sets in a Reproducing Kernel Hilbert Space Context. CIARP (1) Alberto Muñoz, Gabriel Martos, Javier González
2013	J	`jnl`	Functional analysis techniques to improve similarity matrices in discrimination problems. J. Multivar. Anal. Javier González, Alberto Muñoz
2013	—	`conf`	On the Generalization of the Mahalanobis Distance. CIARP (1) Gabriel Martos, Alberto Muñoz, Javier González
2012	—	`conf`	A New Distance for Probability Measures Based on the Estimation of Level Sets. ICANN (2) Alberto Muñoz, Gabriel Martos, Javier Arriero, Javier Gonzalez
2011	Misc	`conf`	Cloud Computing Service for Managing Large Medical Image Data-Sets Using Balanced Collaborative Agents. PAAMS Raúl Alonso-Calvo, José Crespo, Victor Maojo, Alberto Muñoz, Miguel García-Remesal, David Pérez-Rey
2011	C	`conf`	Cytology Imaging Segmentation Using the Locally Constrained Watershed Transform. ISMM N. Béliz-Osorio, José Crespo, Marcial García-Rojo, Alberto Muñoz, Javier Azpiazu
2010	J	`jnl`	Methods for the combination of kernel matrices within a support vector framework. Mach. Learn. Isaac Martín de Diego, Alberto Muñoz, Javier M. Moguerza
2010	J	`jnl`	Representing functional data using support vector machines. Pattern Recognit. Lett. Alberto Muñoz, Javier González
2009	C	`conf`	Combining Functional Data Projections for Time Series Classification. CIARP Alberto Muñoz, Javier González
2008	C	`conf`	Functional Learning of Kernels for Information Fusion Purposes. CIARP Alberto Muñoz, Javier González
2008	C	`conf`	Representing Functional Data Using Support Vector Machines. CIARP Javier González, Alberto Muñoz
2007	C	`conf`	Joint Diagonalization of Kernels for Information Fusion. CIARP Alberto Muñoz, Javier González
2007	C	`conf`	Monitoring Nonlinear Profiles Using Support Vector Machines. CIARP Javier M. Moguerza, Alberto Muñoz, Stelios Psarakis
2007	—	`conf`	Spectral Measures for Kernel Matrices Comparison. ICANN (1) Javier González, Alberto Muñoz
2006	—	`conf`	3D Navigable Interface for Interactive Movie Gormenghast Explore. AXMEDIS Julia Sussner, Ludvig Lohse, Maureen Thomas, Gustavo Garcia, Isabel Alonso, Alberto Muñoz
2006	—	`conf`	Alternatives to Parameter Selection for Kernel Methods. ICANN (1) Alberto Muñoz, Isaac Martín de Diego, Javier M. Moguerza
2006	J	`jnl`	Estimation of High-Density Regions Using One-Class Neighbor Machines. IEEE Trans. Pattern Anal. Mach. Intell. Alberto Muñoz, Javier M. Moguerza
2006	—	`conf`	From Indefinite to Positive Semi-Definite Matrices. SSPR/SPR Alberto Muñoz, Isaac Martín de Diego
2006	C	`conf`	Fusion of Gaussian Kernels Within Support Vector Classification. CIARP Javier M. Moguerza, Alberto Muñoz, Isaac Martín de Diego
2006	—	`conf`	Kernel Procrustes. ICPR (4) Isaac Martín de Diego, Alberto Muñoz
2006	C	`conf`	Local Linear Approximation for Kernel Methods: The Railway Kernel. CIARP Alberto Muñoz, Javier González, Isaac Martín de Diego
2006	C	`conf`	On the Fusion of Polynomial Kernels for Support Vector Classifiers. IDEAL Isaac Martín de Diego, Javier M. Moguerza, Alberto Muñoz
2005	C	`conf`	A Naive Solution to the One-Class Problem and Its Extension to Kernel Methods. CIARP Alberto Muñoz, Javier M. Moguerza
2005	—	`conf`	Building Smooth Neighbourhood Kernels via Functional Data Analysis. ICANN (2) Alberto Muñoz, Javier M. Moguerza
2005	B	`conf`	Extending the SOM Algorithm to Visualize Word Relationships. IDA Manuel Martín-Merino, Alberto Muñoz
2005	J	`jnl`	Visualizing asymmetric proximities with SOM and MDS models. Neurocomputing Manuel Martín-Merino, Alberto Muñoz
2004	B	`conf`	A New MDS Algorithm for Textual Data Analysis. ICONIP Manuel Martín-Merino, Alberto Muñoz
2004	—	`conf`	A New Sammon Algorithm for Sparse Data Visualization. ICPR (1) Manuel Martín-Merino, Alberto Muñoz
2004	—	`conf`	Combining Kernel Information for Support Vector Classification. Multiple Classifier Systems Isaac Martín de Diego, Javier M. Moguerza, Alberto Muñoz
2004	B	`conf`	Extending the SOM Algorithm to Non-Euclidean Distances via the Kernel Trick. ICONIP Manuel Martín-Merino, Alberto Muñoz
2004	—	`conf`	Improving Support Vector Classification via the Combination of Multiple Sources of Information. SSPR/SPR Javier M. Moguerza, Alberto Muñoz, Isaac Martín de Diego
2004	C	`conf`	One-Class Support Vector Machines and Density Estimation: The Precise Relation. CIARP Alberto Muñoz, Javier M. Moguerza
2004	B	`conf`	Representing hierarchical relationships using a modified Asymmetric SOM Algorithm. ESANN Manuel Martín-Merino, Alberto Muñoz
2004	—	`conf`	Solving the One-Class Problem Using Neighbourhood Measures. SSPR/SPR Javier M. Moguerza, Alberto Muñoz
2003	B	`conf`	Combining Support Vector Machines and ARTMAP Architectures for Natural Classification. KES Alberto Muñoz, Javier M. Moguerza
2003	C	`conf`	Support Vector Machine Classifiers for Asymmetric Proximities. ICANN Alberto Muñoz, Isaac Martín de Diego, Javier M. Moguerza
2003	B	`conf`	Visualizing asymmetric proximities with MDS models. ESANN Alberto Muñoz, Manuel Martín-Merino
2002	C	`conf`	Detecting the Number of Clusters Using a Support Vector Machine Approach. ICANN Javier M. Moguerza, Alberto Muñoz, Manuel Martín-Merino
2001	C	`conf`	Self Organizing Map and Sammon Mapping for Asymmetric Proximities. ICANN Manuel Martín-Merino, Alberto Muñoz
2000	—	`conf`	Increasing relevance of memory hardware errors: a case for recoverable programming models. ACM SIGOPS European Workshop Dejan S. Milojicic, Alan Messer, James Shau, Guangrui Fu, Alberto Muñoz
1999	—	`conf`	IPR techniques applied to a multimedia environment in the HYPERMEDIA project. Security and Watermarking of Multimedia Contents Alberto Muñoz, Arturo Ribagorda, José M. Sierra
1998	J	`jnl`	Self-organizing maps for outlier detection. Neurocomputing Alberto Muñoz, Jorge Muruzábal
1997	J	`jnl`	Compound Key Word Generation from Document Databases Using A Hierarchical Clustering ART Model. Intell. Data Anal. Alberto Muñoz
1996	C	`conf`	Creating Term Associations Using a Hierarchical ART Architecture. ICANN Alberto Muñoz
1994	A	`conf`	Diffuse Pattern Learning with Fuzzy ARTMAP and PASS. PPSN Jorge Muruzábal, Alberto Muñoz