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List of works by Joni Virta

Applying fully tensorial ICA to fMRI data

Asymptotic and Bootstrap Tests for the Dimension of the Non-Gaussian Subspace

Blind source separation of tensor-valued time series

article published in 2017

Determining the signal dimension in second order source separation

scientific article

Dimension Estimation in Two-Dimensional PCA

Dimension Reduction for Time Series in a Blind Source Separation Context Using R

scientific article

Estimating the number of signals using principal component analysis

Fast tensorial JADE

Independent component analysis for multivariate functional data

Independent component analysis for tensor-valued data

JADE for Tensor-Valued Observations

article published in 2018

Ladle Estimator For Time Series Signal Dimension

Minimum Distance Index for BSS, Generalization, Interpretation and Asymptotics

On the Number of Signals in Multivariate Time Series

On the Optimal Non-linearities for Gaussian Mixtures in FastICA

Signal dimension estimation in BSS models with serial dependence

scientific article published on 16 November 2022

Spatial blind source separation

Tensorial blind source separation for improved analysis of multi-omic data.

scientific article published on 8 June 2018

The squared symmetric FastICA estimator

scientific article

The “Seili-index” for the Prediction of Chlorophyll-α Levels in the Archipelago Sea of the northern Baltic Sea, southwest Finland

scientific article published on 2 March 2022

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