Independent component analysis based on symmetrised scatter matrices. - Sara Taskinen; S. Sirkiä; Hannu Oja (Comput. Stat. Data Anal., 2007)

Tests of multinormality based on location vectors and scatter matrices. - Annaliisa Kankainen; Sara Taskinen; Hannu Oja (Stat. Methods Appl., 2007)

Fast equivariant JADE. - Jari Miettinen; Klaus Nordhausen; Hannu Oja; Sara Taskinen (ICASSP, 2013)

Deflation-based separation of uncorrelated stationary time series. - Jari Miettinen; Klaus Nordhausen; Hannu Oja; Sara Taskinen (J. Multivar. Anal., 2014)

Deflation-Based FastICA With Adaptive Choices of Nonlinearities. - Jari Miettinen; Klaus Nordhausen; Hannu Oja; Sara Taskinen (IEEE Trans. Signal Process., 2014)

Model selection using limiting distributions of second-order blind source separation algorithms. - Katrin Illner; Jari Miettinen; Christiane Fuchs; Sara Taskinen; Klaus Nordhausen; Hannu Oja; Fabian J. Theis (Signal Process., 2015)

The squared symmetric FastICA estimator. - Jari Miettinen; Klaus Nordhausen; Hannu Oja; Sara Taskinen; Joni Virta (Signal Process., 2017)

fICA: FastICA Algorithms and Their Improved Variants. - Jari Miettinen; Klaus Nordhausen; Sara Taskinen (R J., 2018)

Dimension Reduction for Time Series in a Blind Source Separation Context Using R. - Klaus Nordhausen; Markus Matilainen; Jari Miettinen; Joni Virta; Sara Taskinen (J. Stat. Softw., 2021)

Fast and universal estimation of latent variable models using extended variational approximations. - Pekka Korhonen; Francis K. C. Hui; Jenni Niku; Sara Taskinen (Stat. Comput., 2023)

Nonlinear blind source separation exploiting spatial nonstationarity. - Mika Sipilä; Klaus Nordhausen; Sara Taskinen (Inf. Sci., 2024)

Stationary subspace analysis based on second-order statistics. - Lea Flumian; Markus Matilainen; Klaus Nordhausen; Sara Taskinen (J. Comput. Appl. Math., 2024)

Comparing model-based unconstrained ordination methods in the analysis of high-dimensional compositional count data. - Wenqi Tang; Pekka Korhonen; Jenni Niku; Klaus Nordhausen; Sara Taskinen (J. Data Sci. Stat. Vis., 2025)

Modelling multivariate spatio-temporal data with identifiable variational autoencoders. - Mika Sipilä; Claudia Cappello; Sandra De Iaco; Klaus Nordhausen; Sara Taskinen (Neural Networks, 2025)