SOM+EOF for finding missing values

ESANN 2007 Proceedings - 15th European Symposium on Artificial Neural Networks

Volumn , Issue , 2007, Pages 115-120

  Sorjamaa, Antti ^a   Merlin, Paul ^b   Maillet, Bertrand ^b   Lendasse, Amaury ^a  

^a AALTO UNIVERSITY   (Finland)

^b UNIVERSITÉ PARIS 1 PANTHÉON SORBONNE   (France)

Author keywords

[No Author keywords available]

Indexed keywords

EMPIRICAL ORTHOGONAL FUNCTION; MISSING VALUES; PROJECTION METHOD; SELF-ORGANIZED MAPS; TEMPORAL DATABASE;

ARTIFICIAL INTELLIGENCE; COGNITIVE SYSTEMS;

NEURAL NETWORKS;

EID: 77649232909     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (6)

1. Teuvo Kohonen. Self-Organizing Maps. Springer-Verlag, Berlin, 1995.
2. R. Preisendorfer. Principal Component Analysis in Meteorology and Oceanography. Elsevier, 1988.
3. J. Boyd, E. Kennelly, and P. Pistek. Estimation of eof expansion coefficients from incomplete data. Deep Sea Research.
4. Marie Cottrell and Patrick Letrémy. Missing values: Processing with the kohonen algorithm. pages 489-496. Applied Stochastic Models and Data Analysis, Brest, France, 17-20 May, 2005.
5. SOM+EOF Toolbox: http://www.cis.hut.fi/projects/tsp/?page=Downloads.
6. Amaury Lendasse, V. Wertz, and Michel Verleysen. Model selection with cross-validations and bootstraps - application to time series prediction with rbfn models. In LNCS, number 2714, pages 573-580, Berlin, 2003. ICANN/ICONIP (2003), Springer-Verlag.