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Journal Articles
- 2024
[j11]Mika Sipilä
, Klaus Nordhausen, Sara Taskinen:
Nonlinear blind source separation exploiting spatial nonstationarity. Inf. Sci. 665: 120365 (2024)- [j10]Lea Flumian, Markus Matilainen, Klaus Nordhausen, Sara Taskinen:
Stationary subspace analysis based on second-order statistics. J. Comput. Appl. Math. 436: 115379 (2024) - 2023
- [j9]Pekka Korhonen, Francis K. C. Hui, Jenni Niku, Sara Taskinen:
Fast and universal estimation of latent variable models using extended variational approximations. Stat. Comput. 33(1): 26 (2023) - 2021
- [j8]Klaus Nordhausen, Markus Matilainen, Jari Miettinen, Joni Virta, Sara Taskinen:
Dimension Reduction for Time Series in a Blind Source Separation Context Using R. J. Stat. Softw. 98(1) (2021) - 2018
- [j7]Jari Miettinen, Klaus Nordhausen, Sara Taskinen:
fICA: FastICA Algorithms and Their Improved Variants. R J. 10(2): 148 (2018) - 2017
- [j6]Jari Miettinen, Klaus Nordhausen, Hannu Oja, Sara Taskinen, Joni Virta:
The squared symmetric FastICA estimator. Signal Process. 131: 402-411 (2017) - 2015
- [j5]Katrin Illner, Jari Miettinen, Christiane Fuchs, Sara Taskinen, Klaus Nordhausen, Hannu Oja, Fabian J. Theis:
Model selection using limiting distributions of second-order blind source separation algorithms. Signal Process. 113: 95-103 (2015) - 2014
- [j4]Jari Miettinen, Klaus Nordhausen, Hannu Oja, Sara Taskinen:
Deflation-based separation of uncorrelated stationary time series. J. Multivar. Anal. 123: 214-227 (2014) - [j3]Jari Miettinen, Klaus Nordhausen, Hannu Oja, Sara Taskinen:
Deflation-Based FastICA With Adaptive Choices of Nonlinearities. IEEE Trans. Signal Process. 62(21): 5716-5724 (2014) - 2007
- [j2]Sara Taskinen, S. Sirkiä, Hannu Oja:
Independent component analysis based on symmetrised scatter matrices. Comput. Stat. Data Anal. 51(10): 5103-5111 (2007) - [j1]Annaliisa Kankainen, Sara Taskinen, Hannu Oja:
Tests of multinormality based on location vectors and scatter matrices. Stat. Methods Appl. 16(3): 357-379 (2007)
Conference and Workshop Papers
- 2013
- [c1]Jari Miettinen, Klaus Nordhausen, Hannu Oja, Sara Taskinen:
Fast equivariant JADE. ICASSP 2013: 6153-6157
Coauthor Index
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