Alberto Muñoz

2008
35	EE	Alberto Muñoz, Javier González: Functional Learning of Kernels for Information Fusion Purposes. CIARP 2008: 277-283
34	EE	Javier González, Alberto Muñoz: Representing Functional Data Using Support Vector Machines. CIARP 2008: 332-339
2007
33	EE	Alberto Muñoz, Javier González: Joint Diagonalization of Kernels for Information Fusion. CIARP 2007: 556-563
32	EE	Javier M. Moguerza, Alberto Muñoz, Stelios Psarakis: Monitoring Nonlinear Profiles Using Support Vector Machines. CIARP 2007: 574-583
31	EE	Javier González, Alberto Muñoz: Spectral Measures for Kernel Matrices Comparison. ICANN (1) 2007: 727-736
2006
30	EE	Julia Sussner, Ludvig Lohse, Maureen Thomas, Gustavo Garcia, Isabel Alonso, Alberto Muñoz: 3D Navigable Interface for Interactive Movie Gormenghast Explore. AXMEDIS 2006: 242-250
29	EE	Alberto Muñoz, Javier González, Isaac Martín de Diego: Local Linear Approximation for Kernel Methods: The Railway Kernel. CIARP 2006: 936-944
28	EE	Javier M. Moguerza, Alberto Muñoz, Isaac Martín de Diego: Fusion of Gaussian Kernels Within Support Vector Classification. CIARP 2006: 945-953
27	EE	Alberto Muñoz, Isaac Martín de Diego, Javier M. Moguerza: Alternatives to Parameter Selection for Kernel Methods. ICANN (1) 2006: 216-225
26	EE	Isaac Martín de Diego, Alberto Muñoz: Kernel Procrustes. ICPR (4) 2006: 237-240
25	EE	Isaac Martín de Diego, Javier M. Moguerza, Alberto Muñoz: On the Fusion of Polynomial Kernels for Support Vector Classifiers. IDEAL 2006: 330-337
24	EE	Alberto Muñoz, Isaac Martín de Diego: From Indefinite to Positive Semi-Definite Matrices. SSPR/SPR 2006: 764-772
23	EE	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)
2005
22	EE	Alberto Muñoz, Javier M. Moguerza: A Naive Solution to the One-Class Problem and Its Extension to Kernel Methods. CIARP 2005: 193-204
21	EE	Alberto Muñoz, Javier M. Moguerza: Building Smooth Neighbourhood Kernels via Functional Data Analysis. ICANN (2) 2005: 631-636
20	EE	Manuel Martín-Merino, Alberto Muñoz: Extending the SOM Algorithm to Visualize Word Relationships. IDA 2005: 228-238
19	EE	Manuel Martín-Merino, Alberto Muñoz: Visualizing asymmetric proximities with SOM and MDS models. Neurocomputing 63: 171-192 (2005)
2004
18	EE	Alberto Muñoz, Javier M. Moguerza: One-Class Support Vector Machines and Density Estimation: The Precise Relation. CIARP 2004: 216-223
17	EE	Manuel Martín-Merino, Alberto Muñoz: Representing hierarchical relationships using a modified Asymmetric SOM Algorithm. ESANN 2004: 231-238
16	EE	Manuel Martín-Merino, Alberto Muñoz: Extending the SOM Algorithm to Non-Euclidean Distances via the Kernel Trick. ICONIP 2004: 150-157
15	EE	Manuel Martín-Merino, Alberto Muñoz: A New MDS Algorithm for Textual Data Analysis. ICONIP 2004: 860-867
14	EE	Manuel Martín-Merino, Alberto Muñoz: A New Sammon Algorithm for Sparse Data Visualization. ICPR (1) 2004: 477-481
13	EE	Isaac Martín de Diego, Javier M. Moguerza, Alberto Muñoz: Combining Kernel Information for Support Vector Classification. Multiple Classifier Systems 2004: 102-111
12	EE	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
11	EE	Javier M. Moguerza, Alberto Muñoz: Solving the One-Class Problem Using Neighbourhood Measures. SSPR/SPR 2004: 680-688
2003
10	EE	Alberto Muñoz, Manuel Martín-Merino: Visualizing asymmetric proximities with MDS models. ESANN 2003: 51-58
9	EE	Alberto Muñoz, Isaac Martín de Diego, Javier M. Moguerza: Support Vector Machine Classifiers for Asymmetric Proximities. ICANN 2003: 217-224
8	EE	Alberto Muñoz, Javier M. Moguerza: Combining Support Vector Machines and ARTMAP Architectures for Natural Classification. KES 2003: 16-21
2002
7	EE	Javier M. Moguerza, Alberto Muñoz, Manuel Martín-Merino: Detecting the Number of Clusters Using a Support Vector Machine Approach. ICANN 2002: 763-768
2001
6	EE	Manuel Martín-Merino, Alberto Muñoz: Self Organizing Map and Sammon Mapping for Asymmetric Proximities. ICANN 2001: 429-435
2000
5	EE	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
1998
4	EE	Alberto Muñoz, Jorge Muruzábal: Self-organizing maps for outlier detection. Neurocomputing 18(1-3): 33-60 (1998)
1997
3	EE	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
2		Alberto Muñoz: Creating Term Associations Using a Hierarchical ART Architecture. ICANN 1996: 171-177
1994
1		Jorge Muruzábal, Alberto Muñoz: Diffuse Pattern Learning with Fuzzy ARTMAP and PASS. PPSN 1994: 376-385

Coauthor Index

1	Isabel Alonso	[30]
2	Isaac Martín de Diego	[9] [12] [13] [24] [25] [26] [27] [28] [29]
3	Guangrui Fu	[5]
4	Gustavo Garcia	[30]
5	Javier González (Javier González Jiménez, Javier Gonzalez)	[29] [31] [33] [34] [35]
6	Ludvig Lohse	[30]
7	Manuel Martín-Merino	[6] [7] [10] [14] [15] [16] [17] [19] [20]
8	Alan Messer	[5]
9	Dejan S. Milojicic	[5]
10	Javier M. Moguerza	[7] [8] [9] [11] [12] [13] [18] [21] [22] [23] [25] [27] [28] [32]
11	Jorge Muruzábal	[1] [4]
12	Stelios Psarakis	[32]
13	James Shau	[5]
14	Julia Sussner	[30]
15	Maureen Thomas	[30]

Colors in the list of coauthors