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ORCIDAlberto Muñoz
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2020 – today
- 2023
[j12]Nicolás Hernández, Alberto Muñoz, Gabriel Martos:
Density kernel depth for outlier detection in functional data. Int. J. Data Sci. Anal. 16(4): 481-488 (2023)
2010 – 2019
- 2018
- [j11]Gabriel Martos, Nicolás Hernández, Alberto Muñoz
, Javier M. Moguerza:
Entropy Measures for Stochastic Processes with Applications in Functional Anomaly Detection. Entropy 20(1): 33 (2018) - [j10]Alberto Muñoz, Nicolás Hernández, Javier M. Moguerza, Gabriel Martos:
Combining Entropy Measures for Anomaly Detection. Entropy 20(9): 698 (2018) - 2016
- [j9]Javier González, Alberto Muñoz, Gabriel Martos:
Asymmetric latent semantic indexing for gene expression experiments visualization. J. Bioinform. Comput. Biol. 14(4): 1650023:1-1650023:18 (2016) - [c40]Nicolás Hernández, Alberto Muñoz:
Kernel Depth Measures for Functional Data with Application to Outlier Detection. ICANN (2) 2016: 235-242 - 2015
- [c39]Gabriel Martos, Alberto Muñoz:
Local Entropies for Kernel Selection and Outlier Detection in Functional Data. CIARP 2015: 611-618 - 2014
- [j8]Gabriel Martos, Alberto Muñoz, Javier González:
Generalizing the Mahalanobis distance via density kernels. Intell. Data Anal. 18(Supplement): S19-S31 (2014) - 2013
- [j7]Javier González, Alberto Muñoz:
Functional analysis techniques to improve similarity matrices in discrimination problems. J. Multivar. Anal. 120: 120-134 (2013) - [c38]Gabriel Martos, Alberto Muñoz, Javier González:
On the Generalization of the Mahalanobis Distance. CIARP (1) 2013: 125-132 - [c37]Alberto Muñoz, Gabriel Martos, Javier González:
A New Distance for Data Sets in a Reproducing Kernel Hilbert Space Context. CIARP (1) 2013: 222-229 - 2012
- [c36]Alberto Muñoz, Gabriel Martos, Javier Arriero, Javier Gonzalez:
A New Distance for Probability Measures Based on the Estimation of Level Sets. ICANN (2) 2012: 271-278 - 2011
- [c35]N. Béliz-Osorio, José Crespo, Marcial García-Rojo, Alberto Muñoz, Javier Azpiazu:
Cytology Imaging Segmentation Using the Locally Constrained Watershed Transform. ISMM 2011: 429-438 - [c34]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: 265-270 - 2010
- [j6]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): 137-174 (2010) - [j5]Alberto Muñoz, Javier González:
Representing functional data using support vector machines. Pattern Recognit. Lett. 31(6): 511-516 (2010)
2000 – 2009
- 2009
- [c33]Alberto Muñoz, Javier González:
Combining Functional Data Projections for Time Series Classification. CIARP 2009: 457-464 - 2008
- [c32]Alberto Muñoz, Javier González:
Functional Learning of Kernels for Information Fusion Purposes. CIARP 2008: 277-283 - [c31]Javier González, Alberto Muñoz:
Representing Functional Data Using Support Vector Machines. CIARP 2008: 332-339 - 2007
- [c30]Alberto Muñoz, Javier González:
Joint Diagonalization of Kernels for Information Fusion. CIARP 2007: 556-563 - [c29]Javier M. Moguerza, Alberto Muñoz, Stelios Psarakis:
Monitoring Nonlinear Profiles Using Support Vector Machines. CIARP 2007: 574-583 - [c28]Javier González, Alberto Muñoz:
Spectral Measures for Kernel Matrices Comparison. ICANN (1) 2007: 727-736 - 2006
- [j4]Alberto Muñoz, Javier M. Moguerza:
Estimation of High-Density Regions Using One-Class Neighbor Machines. IEEE Trans. Pattern Anal. Mach. Intell. 28(3): 476-480 (2006) - [c27]Julia Sussner, Ludvig Lohse, Maureen Thomas, Gustavo Garcia, Isabel Alonso, Alberto Muñoz:
3D Navigable Interface for Interactive Movie Gormenghast Explore. AXMEDIS 2006: 242-250 - [c26]Alberto Muñoz, Javier González, Isaac Martín de Diego:
Local Linear Approximation for Kernel Methods: The Railway Kernel. CIARP 2006: 936-944 - [c25]Javier M. Moguerza, Alberto Muñoz, Isaac Martín de Diego:
Fusion of Gaussian Kernels Within Support Vector Classification. CIARP 2006: 945-953 - [c24]Alberto Muñoz, Isaac Martín de Diego, Javier M. Moguerza:
Alternatives to Parameter Selection for Kernel Methods. ICANN (1) 2006: 216-225 - [c23]Isaac Martín de Diego, Alberto Muñoz:
Kernel Procrustes. ICPR (4) 2006: 237-240 - [c22]Isaac Martín de Diego, Javier M. Moguerza, Alberto Muñoz:
On the Fusion of Polynomial Kernels for Support Vector Classifiers. IDEAL 2006: 330-337 - [c21]Alberto Muñoz, Isaac Martín de Diego:
From Indefinite to Positive Semi-Definite Matrices. SSPR/SPR 2006: 764-772 - 2005
- [j3]Manuel Martín-Merino, Alberto Muñoz:
Visualizing asymmetric proximities with SOM and MDS models. Neurocomputing 63: 171-192 (2005) - [c20]Alberto Muñoz, Javier M. Moguerza:
A Naive Solution to the One-Class Problem and Its Extension to Kernel Methods. CIARP 2005: 193-204 - [c19]Alberto Muñoz, Javier M. Moguerza:
Building Smooth Neighbourhood Kernels via Functional Data Analysis. ICANN (2) 2005: 631-636 - [c18]Manuel Martín-Merino, Alberto Muñoz:
Extending the SOM Algorithm to Visualize Word Relationships. IDA 2005: 228-238 - 2004
- [c17]Alberto Muñoz, Javier M. Moguerza:
One-Class Support Vector Machines and Density Estimation: The Precise Relation. CIARP 2004: 216-223 - [c16]Manuel Martín-Merino, Alberto Muñoz:
Representing hierarchical relationships using a modified Asymmetric SOM Algorithm. ESANN 2004: 231-238 - [c15]Manuel Martín-Merino, Alberto Muñoz:
Extending the SOM Algorithm to Non-Euclidean Distances via the Kernel Trick. ICONIP 2004: 150-157 - [c14]Manuel Martín-Merino, Alberto Muñoz:
A New MDS Algorithm for Textual Data Analysis. ICONIP 2004: 860-867 - [c13]Manuel Martín-Merino, Alberto Muñoz:
A New Sammon Algorithm for Sparse Data Visualization. ICPR (1) 2004: 477-481 - [c12]Isaac Martín de Diego, Javier M. Moguerza, Alberto Muñoz:
Combining Kernel Information for Support Vector Classification. Multiple Classifier Systems 2004: 102-111 - [c11]Javier M. Moguerza, Alberto Muñoz, Isaac Martín de Diego:
Improving Support Vector Classification via the Combination of Multiple Sources of Information. SSPR/SPR 2004: 592-600 - [c10]Javier M. Moguerza, Alberto Muñoz:
Solving the One-Class Problem Using Neighbourhood Measures. SSPR/SPR 2004: 680-688 - 2003
- [c9]Alberto Muñoz, Manuel Martín-Merino:
Visualizing asymmetric proximities with MDS models. ESANN 2003: 51-58 - [c8]Alberto Muñoz, Isaac Martín de Diego, Javier M. Moguerza:
Support Vector Machine Classifiers for Asymmetric Proximities. ICANN 2003: 217-224 - [c7]Alberto Muñoz, Javier M. Moguerza:
Combining Support Vector Machines and ARTMAP Architectures for Natural Classification. KES 2003: 16-21 - 2002
- [c6]Javier M. Moguerza, Alberto Muñoz, Manuel Martín-Merino:
Detecting the Number of Clusters Using a Support Vector Machine Approach. ICANN 2002: 763-768 - 2001
- [c5]Manuel Martín-Merino, Alberto Muñoz:
Self Organizing Map and Sammon Mapping for Asymmetric Proximities. ICANN 2001: 429-435 - 2000
- [c4]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: 97-102
1990 – 1999
- 1999
- [c3]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: 125-133 - 1998
- [j2]Alberto Muñoz, Jorge Muruzábal:
Self-organizing maps for outlier detection. Neurocomputing 18(1-3): 33-60 (1998) - 1997
- [j1]Alberto Muñoz:
Compound Key Word Generation from Document Databases Using A Hierarchical Clustering ART Model. Intell. Data Anal. 1(1-4): 25-48 (1997) - 1996
- [c2]Alberto Muñoz:
Creating Term Associations Using a Hierarchical ART Architecture. ICANN 1996: 171-177 - 1994
- [c1]Jorge Muruzábal, Alberto Muñoz:
Diffuse Pattern Learning with Fuzzy ARTMAP and PASS. PPSN 1994: 376-385
Coauthor Index
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