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Alberto Muñoz: [Publications] [Author Rank by year] [Co-authors] [Prefers] [Cites] [Cited by]

Publications of Author

  1. Alberto Muñoz, Javier González, Isaac Martín de Diego
    Local Linear Approximation for Kernel Methods: The Railway Kernel. [Citation Graph (0, 0)][DBLP]
    CIARP, 2006, pp:936-944 [Conf]
  2. Alberto Muñoz, Javier M. Moguerza
    One-Class Support Vector Machines and Density Estimation: The Precise Relation. [Citation Graph (0, 0)][DBLP]
    CIARP, 2004, pp:216-223 [Conf]
  3. Alberto Muñoz, Javier M. Moguerza
    A Naive Solution to the One-Class Problem and Its Extension to Kernel Methods. [Citation Graph (0, 0)][DBLP]
    CIARP, 2005, pp:193-204 [Conf]
  4. Javier M. Moguerza, Alberto Muñoz, Isaac Martín de Diego
    Fusion of Gaussian Kernels Within Support Vector Classification. [Citation Graph (0, 0)][DBLP]
    CIARP, 2006, pp:945-953 [Conf]
  5. Alberto Muñoz, Manuel Martín-Merino
    Visualizing asymmetric proximities with MDS models. [Citation Graph (0, 0)][DBLP]
    ESANN, 2003, pp:51-58 [Conf]
  6. Manuel Martín-Merino, Alberto Muñoz
    Representing hierarchical relationships using a modified Asymmetric SOM Algorithm. [Citation Graph (0, 0)][DBLP]
    ESANN, 2004, pp:231-238 [Conf]
  7. Alberto Muñoz
    Creating Term Associations Using a Hierarchical ART Architecture. [Citation Graph (0, 0)][DBLP]
    ICANN, 1996, pp:171-177 [Conf]
  8. Alberto Muñoz, Isaac Martín de Diego, Javier M. Moguerza
    Support Vector Machine Classifiers for Asymmetric Proximities. [Citation Graph (0, 0)][DBLP]
    ICANN, 2003, pp:217-224 [Conf]
  9. Alberto Muñoz, Isaac Martín de Diego, Javier M. Moguerza
    Alternatives to Parameter Selection for Kernel Methods. [Citation Graph (0, 0)][DBLP]
    ICANN (1), 2006, pp:216-225 [Conf]
  10. Manuel Martín-Merino, Alberto Muñoz
    Self Organizing Map and Sammon Mapping for Asymmetric Proximities. [Citation Graph (0, 0)][DBLP]
    ICANN, 2001, pp:429-435 [Conf]
  11. Alberto Muñoz, Javier M. Moguerza
    Building Smooth Neighbourhood Kernels via Functional Data Analysis. [Citation Graph (0, 0)][DBLP]
    ICANN (2), 2005, pp:631-636 [Conf]
  12. Javier M. Moguerza, Alberto Muñoz, Manuel Martín-Merino
    Detecting the Number of Clusters Using a Support Vector Machine Approach. [Citation Graph (0, 0)][DBLP]
    ICANN, 2002, pp:763-768 [Conf]
  13. Manuel Martín-Merino, Alberto Muñoz
    Extending the SOM Algorithm to Non-Euclidean Distances via the Kernel Trick. [Citation Graph (0, 0)][DBLP]
    ICONIP, 2004, pp:150-157 [Conf]
  14. Manuel Martín-Merino, Alberto Muñoz
    A New MDS Algorithm for Textual Data Analysis. [Citation Graph (0, 0)][DBLP]
    ICONIP, 2004, pp:860-867 [Conf]
  15. Isaac Martín de Diego, Alberto Muñoz
    Kernel Procrustes. [Citation Graph (0, 0)][DBLP]
    ICPR (4), 2006, pp:237-240 [Conf]
  16. Manuel Martín-Merino, Alberto Muñoz
    A New Sammon Algorithm for Sparse Data Visualization. [Citation Graph (0, 0)][DBLP]
    ICPR (1), 2004, pp:477-481 [Conf]
  17. Manuel Martín-Merino, Alberto Muñoz
    Extending the SOM Algorithm to Visualize Word Relationships. [Citation Graph (0, 0)][DBLP]
    IDA, 2005, pp:228-238 [Conf]
  18. Isaac Martín de Diego, Javier M. Moguerza, Alberto Muñoz
    On the Fusion of Polynomial Kernels for Support Vector Classifiers. [Citation Graph (0, 0)][DBLP]
    IDEAL, 2006, pp:330-337 [Conf]
  19. Alberto Muñoz, Javier M. Moguerza
    Combining Support Vector Machines and ARTMAP Architectures for Natural Classification. [Citation Graph (0, 0)][DBLP]
    KES, 2003, pp:16-21 [Conf]
  20. Isaac Martín de Diego, Javier M. Moguerza, Alberto Muñoz
    Combining Kernel Information for Support Vector Classification. [Citation Graph (0, 0)][DBLP]
    Multiple Classifier Systems, 2004, pp:102-111 [Conf]
  21. Jorge Muruzábal, Alberto Muñoz
    Diffuse Pattern Learning with Fuzzy ARTMAP and PASS. [Citation Graph (0, 0)][DBLP]
    PPSN, 1994, pp:376-385 [Conf]
  22. Dejan S. Milojicic, Alan Messer, James Shau, Guangrui Fu, Alberto Muñoz
    Increasing relevance of memory hardware errors: a case for recoverable programming models. [Citation Graph (0, 0)][DBLP]
    ACM SIGOPS European Workshop, 2000, pp:97-102 [Conf]
  23. Javier M. Moguerza, Alberto Muñoz
    Solving the One-Class Problem Using Neighbourhood Measures. [Citation Graph (0, 0)][DBLP]
    SSPR/SPR, 2004, pp:680-688 [Conf]
  24. Javier M. Moguerza, Alberto Muñoz, Isaac Martín de Diego
    Improving Support Vector Classification via the Combination of Multiple Sources of Information. [Citation Graph (0, 0)][DBLP]
    SSPR/SPR, 2004, pp:592-600 [Conf]
  25. Alberto Muñoz, Isaac Martín de Diego
    From Indefinite to Positive Semi-Definite Matrices. [Citation Graph (0, 0)][DBLP]
    SSPR/SPR, 2006, pp:764-772 [Conf]
  26. Alberto Muñoz
    Compound Key Word Generation from Document Databases Using A Hierarchical Clustering ART Model. [Citation Graph (0, 0)][DBLP]
    Intell. Data Anal., 1997, v:1, n:1-4, pp:25-48 [Journal]
  27. Manuel Martín-Merino, Alberto Muñoz
    Visualizing asymmetric proximities with SOM and MDS models. [Citation Graph (0, 0)][DBLP]
    Neurocomputing, 2005, v:63, n:, pp:171-192 [Journal]
  28. Alberto Muñoz, Jorge Muruzábal
    Self-organizing maps for outlier detection. [Citation Graph (0, 0)][DBLP]
    Neurocomputing, 1998, v:18, n:1-3, pp:33-60 [Journal]
  29. Alberto Muñoz, Javier M. Moguerza
    Estimation of High-Density Regions Using One-Class Neighbor Machines. [Citation Graph (0, 0)][DBLP]
    IEEE Trans. Pattern Anal. Mach. Intell., 2006, v:28, n:3, pp:476-480 [Journal]
  30. Javier González, Alberto Muñoz
    Spectral Measures for Kernel Matrices Comparison. [Citation Graph (0, 0)][DBLP]
    ICANN (1), 2007, pp:727-736 [Conf]
  31. Julia Sussner, Ludvig Lohse, Maureen Thomas, Gustavo Garcia, Isabel Alonso, Alberto Muñoz
    3D Navigable Interface for Interactive Movie Gormenghast Explore. [Citation Graph (0, 0)][DBLP]
    AXMEDIS, 2006, pp:242-250 [Conf]

  32. Monitoring Nonlinear Profiles Using Support Vector Machines. [Citation Graph (, )][DBLP]


  33. Joint Diagonalization of Kernels for Information Fusion. [Citation Graph (, )][DBLP]


  34. Representing Functional Data Using Support Vector Machines. [Citation Graph (, )][DBLP]


  35. Functional Learning of Kernels for Information Fusion Purposes. [Citation Graph (, )][DBLP]


  36. Combining Functional Data Projections for Time Series Classification. [Citation Graph (, )][DBLP]


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