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Publications of Author

1. Alexander Ilin
   Independent dynamics subspace analysis. [Citation Graph (0, 0)][DBLP]
   ESANN, 2006, pp:345-350 [Conf]
   
2. Alexander Ilin, Antti Honkela
   Post-nonlinear Independent Component Analysis by Variational Bayesian Learning. [Citation Graph (0, 0)][DBLP]
   ICA, 2004, pp:766-773 [Conf]
   
3. Sergey Borisov, Alexander Ilin, Ricardo Vigário, Erkki Oja
   Comparison of BSS Methods for the Detection of alpha-Activity Components in EEG. [Citation Graph (0, 0)][DBLP]
   ICA, 2006, pp:430-437 [Conf]
   
4. Alexander Ilin, Harri Valpola
   Frequency-Based Separation of Climate Signals. [Citation Graph (0, 0)][DBLP]
   PKDD, 2005, pp:519-526 [Conf]
   
5. Andrei Sukhov, Prasad Calyam, Warren Daly, Alexander Ilin
   Towards an Analytical Model for Characterizing Behavior of High-Speed VVoIP Applications. [Citation Graph (0, 0)][DBLP]
   TNC, 2005, pp:- [Conf]
   
6. Alexander Ilin, Harri Valpola, Erkki Oja
   Exploratory analysis of climate data using source separation methods. [Citation Graph (0, 0)][DBLP]
   Neural Networks, 2006, v:19, n:2, pp:155-167 [Journal]
   
7. Alexander Ilin, Harri Valpola
   On the Effect of the Form of the Posterior Approximation in Variational Learning of ICA Models. [Citation Graph (0, 0)][DBLP]
   Neural Processing Letters, 2005, v:22, n:2, pp:183-204 [Journal]
   
8. Tapani Raiko, Alexander Ilin, Juha Karhunen
   Principal Component Analysis for Large Scale Problems with Lots of Missing Values. [Citation Graph (0, 0)][DBLP]
   ECML, 2007, pp:691-698 [Conf]
   
9. 
   Principal Component Analysis for Sparse High-Dimensional Data. [Citation Graph (, )][DBLP]
   
   
10. 
    Bayesian Robust PCA for Incomplete Data. [Citation Graph (, )][DBLP]
    
    
11. 
    Extraction of Components with Structured Variance. [Citation Graph (, )][DBLP]