Pauliina Ilmonen
Pauliina Ilmonen
Aalto University School of Science, Department of Mathematics and Systems Analysis
Verified email at aalto.fi
Title
Cited by
Cited by
Year
A new performance index for ICA: properties, computation and asymptotic analysis
P Ilmonen, K Nordhausen, H Oja, E Ollila
International Conference on Latent Variable Analysis and Signal Separation …, 2010
772010
Semiparametrically efficient inference based on signed ranks in symmetric independent component models
P Ilmonen, D Paindaveine
the Annals of Statistics 39 (5), 2448-2476, 2011
522011
Characteristics of multivariate distributions and the invariant coordinate system
P Ilmonen, J Nevalainen, H Oja
Statistics & probability letters 80 (23-24), 1844-1853, 2010
432010
On invariant coordinate system (ICS) functionals
P Ilmonen, H Oja, R Serfling
International Statistical Review 80 (1), 93-110, 2012
402012
Deflation-based FastICA reloaded
K Nordhausen, P Ilmonen, A Mandal, H Oja, E Ollila
2011 19th European Signal Processing Conference, 1854-1858, 2011
312011
On eigenvalues of meet and join matrices associated with incidence functions
P Ilmonen, P Haukkanen, JK Merikoski
Linear algebra and its applications 429 (4), 859-874, 2008
252008
HIV-1 transmission networks in high risk fishing communities on the shores of Lake Victoria in Uganda: A phylogenetic and epidemiological approach
S Kiwuwa-Muyingo, J Nazziwa, D Ssemwanga, P Ilmonen, H Njai, ...
PloS one 12 (10), e0185818, 2017
232017
Multivariate hill estimators
Y Dominicy, P Ilmonen, D Veredas
International Statistical Review 85 (1), 108-142, 2017
222017
Dynamic logistic regression model and population attributable fraction to investigate the association between adherence, missed visits and mortality: a study of HIV-infected …
S Kiwuwa-Muyingo, H Oja, AS Walker, P Ilmonen, J Levin, I Mambule, ...
BMC infectious diseases 13 (1), 1-14, 2013
132013
On asymptotic properties of the scatter matrix based estimates for complex valued independent component analysis
P Ilmonen
Statistics & Probability Letters 83 (4), 1219-1226, 2013
122013
On asymptotics of ICA estimators and their performance indices
P Ilmonen, K Nordhausen, H Oja, E Ollila
arXiv preprint arXiv:1212.3953, 2012
112012
On unitary analogs of GCD reciprocal LCM matrices
P Haukkanen, P Ilmonen, A Nalli, J Sillanpää
Linear and Multilinear Algebra 58 (5), 599-616, 2010
102010
On meet hypermatrices and their eigenvalues
P Ilmonen
Linear and Multilinear Algebra 64 (5), 842-855, 2016
82016
Gene regulatory network inference from sparsely sampled noisy data
A Aalto, L Viitasaari, P Ilmonen, L Mombaerts, J Gonçalves
Nature communications 11 (1), 1-9, 2020
72020
On model fitting and estimation of strictly stationary processes
M Voutilainen, L Viitasaari, P Ilmonen
Modern Stochastics: Theory and Applications 4 (4), 381-406, 2017
72017
Note on AR (1)-characterisation of stationary processes and model fitting
M Voutilainen, L Viitasaari, P Ilmonen
Modern Stochastics: Theory and Applications 6 (2), 195-207, 2019
52019
Minimum distance index for complex valued ICA
N Lietzén, K Nordhausen, P Ilmonen
Statistics & Probability Letters 118, 100-106, 2016
52016
An affine equivariant robust second-order BSS method
P Ilmonen, K Nordhausen, H Oja, F Theis
International Conference on Latent Variable Analysis and Signal Separation …, 2015
52015
Clustering based on adherence data
S Kiwuwa-Muyingo, H Oja, SA Walker, P Ilmonen, J Levin, J Todd
Epidemiologic Perspectives & Innovations 8 (1), 1-10, 2011
52011
Continuous time Gaussian process dynamical models in gene regulatory network inference
A Aalto, L Viitasaari, P Ilmonen, L Mombaerts, J Goncalves
arXiv preprint arXiv:1808.08161, 2018
42018
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