| 2009 |
|---|
| 11 | EE | Jaakko Luttinen,
Alexander Ilin,
Juha Karhunen:
Bayesian Robust PCA for Incomplete Data.
ICA 2009: 66-73 |
| 2007 |
|---|
| 10 | EE | Tapani Raiko,
Alexander Ilin,
Juha Karhunen:
Principal Component Analysis for Large Scale Problems with Lots of Missing Values.
ECML 2007: 691-698 |
| 9 | EE | Tapani Raiko,
Alexander Ilin,
Juha Karhunen:
Principal Component Analysis for Sparse High-Dimensional Data.
ICONIP (1) 2007: 566-575 |
| 2006 |
|---|
| 8 | EE | Alexander Ilin:
Independent dynamics subspace analysis.
ESANN 2006: 345-350 |
| 7 | EE | Sergey Borisov,
Alexander Ilin,
Ricardo Vigário,
Erkki Oja:
Comparison of BSS Methods for the Detection of alpha-Activity Components in EEG.
ICA 2006: 430-437 |
| 6 | EE | Alexander Ilin,
Harri Valpola,
Erkki Oja:
Extraction of Components with Structured Variance.
IJCNN 2006: 5110-5117 |
| 5 | EE | Alexander Ilin,
Harri Valpola,
Erkki Oja:
Exploratory analysis of climate data using source separation methods.
Neural Networks 19(2): 155-167 (2006) |
| 2005 |
|---|
| 4 | EE | Alexander Ilin,
Harri Valpola:
Frequency-Based Separation of Climate Signals.
PKDD 2005: 519-526 |
| 3 | | Andrei M. Sukhov,
Prasad Calyam,
Warren Daly,
Alexander Ilin:
Towards an Analytical Model for Characterizing Behavior of High-Speed VVoIP Applications.
TNC 2005 |
| 2 | EE | Alexander Ilin,
Harri Valpola:
On the Effect of the Form of the Posterior Approximation in Variational Learning of ICA Models.
Neural Processing Letters 22(2): 183-204 (2005) |
| 2004 |
|---|
| 1 | EE | Alexander Ilin,
Antti Honkela:
Post-nonlinear Independent Component Analysis by Variational Bayesian Learning.
ICA 2004: 766-773 |
