Independent component analysis for tensor-valued data J Virta, B Li, K Nordhausen, H Oja Journal of Multivariate Analysis, 2017 | 22 | 2017 |

Asymptotic and bootstrap tests for the dimension of the non-Gaussian subspace K Nordhausen, H Oja, DE Tyler, J Virta IEEE Signal Processing Letters 24 (6), 887-891, 2017 | 18 | 2017 |

Projection Pursuit for non-Gaussian Independent Components J Virta, K Nordhausen, H Oja arXiv preprint arXiv:1612.05445, 2016 | 16 | 2016 |

JADE for tensor-valued observations J Virta, B Li, K Nordhausen, H Oja Journal of Computational and Graphical Statistics 27 (3), 628-637, 2018 | 14 | 2018 |

Blind source separation of tensor-valued time series J Virta, K Nordhausen Signal Processing 141, 204-216, 2017 | 14 | 2017 |

The squared symmetric FastICA estimator J Miettinen, K Nordhausen, H Oja, S Taskinen, J Virta Signal Processing 131, 402-411, 2017 | 13 | 2017 |

Applying fully tensorial ICA to fMRI data J Virta, S Taskinen, K Nordhausen 2016 IEEE Signal Processing in Medicine and Biology Symposium (SPMB), 1-6, 2016 | 12 | 2016 |

Joint Use of Third and Fourth Cumulants in Independent Component Analysis J Virta, K Nordhausen, H Oja arXiv preprint arXiv:1505.02613, 2015 | 10 | 2015 |

Tensorial blind source separation for improved analysis of multi-omic data AE Teschendorff, H Jing, DS Paul, J Virta, K Nordhausen Genome Biology 19 (1), 76, 2018 | 7 | 2018 |

ICtest: estimating and testing the number of interesting components in linear dimension reduction K Nordhausen, H Oja, DE Tyler, J Virta R0, 2017 | 7 | 2017 |

tensorBSS-package: Blind Source Separation Methods for Tensor-Valued... J Virta, C Koesner, B Li, K Nordhausen, H Oja | 6* | 2019 |

Blind source separation for nonstationary tensor-valued time series J Virta, K Nordhausen 2017 IEEE 27th International Workshop on Machine Learning for Signal …, 2017 | 6 | 2017 |

On the number of signals in multivariate time series M Matilainen, K Nordhausen, J Virta International Conference on Latent Variable Analysis and Signal Separation …, 2018 | 4 | 2018 |

Determining the signal dimension in second order source separation J Virta, K Nordhausen arXiv preprint arXiv:1808.10669, 2018 | 3 | 2018 |

Ladle estimator for time series signal dimension K Nordhausen, J Virta 2018 IEEE Statistical Signal Processing Workshop (SSP), 428-432, 2018 | 3 | 2018 |

On the Optimal Non-linearities for Gaussian Mixtures in FastICA J Virta, K Nordhausen International Conference on Latent Variable Analysis and Signal Separation …, 2017 | 3 | 2017 |

Independent component analysis for multivariate functional data J Virta, B Li, K Nordhausen, H Oja Journal of Multivariate Analysis 176, 104568, 2020 | 2 | 2020 |

Asymptotically and computationally efficient tensorial JADE J Virta, N Lietzén, P Ilmonen, K Nordhausen arXiv preprint arXiv:1808.00791, 2018 | 2 | 2018 |

On characterizations of the covariance matrix J Virta arXiv preprint arXiv:1810.01147, 2018 | 1 | 2018 |

One-step M-estimates of scatter and the independence property J Virta Statistics & Probability Letters 110, 133-136, 2016 | 1 | 2016 |