Klaus Nordhausen

According to our database1, Klaus Nordhausen authored at least 31 papers between 2006 and 2021.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2021
Dimension Estimation in Two-Dimensional PCA.
Proceedings of the 12th International Symposium on Image and Signal Processing and Analysis, 2021

2020
Independent component analysis for multivariate functional data.
J. Multivar. Anal., 2020

M-estimation with incomplete and dependent multivariate data.
J. Multivar. Anal., 2020

TBSSvis: Visual Analytics for Temporal Blind Source Separation.
CoRR, 2020

On Cokriging, Neural Networks, and Spatial Blind Source Separation for Multivariate Spatial Prediction.
CoRR, 2020

2019
An overview of properties and extensions of FOBI.
Knowl. Based Syst., 2019

2018
fICA: FastICA Algorithms and Their Improved Variants.
R J., 2018

ICSOutlier: Unsupervised Outlier Detection for Low-Dimensional Contamination Structure.
R J., 2018

ICS for multivariate outlier detection with application to quality control.
Comput. Stat. Data Anal., 2018

Ladle Estimator For Time Series Signal Dimension.
Proceedings of the 2018 IEEE Statistical Signal Processing Workshop, 2018

On the Number of Signals in Multivariate Time Series.
Proceedings of the Latent Variable Analysis and Signal Separation, 2018

2017
Asymptotic and Bootstrap Tests for the Dimension of the Non-Gaussian Subspace.
IEEE Signal Process. Lett., 2017

Blind source separation of tensor-valued time series.
Signal Process., 2017

The squared symmetric FastICA estimator.
Signal Process., 2017

Independent component analysis for tensor-valued data.
J. Multivar. Anal., 2017

Subgroup detection in genotype data using invariant coordinate selection.
BMC Bioinform., 2017

Blind source separation for nonstationary tensor-valued time series.
Proceedings of the 27th IEEE International Workshop on Machine Learning for Signal Processing, 2017

On the Optimal Non-linearities for Gaussian Mixtures in FastICA.
Proceedings of the Latent Variable Analysis and Signal Separation, 2017

Complex Valued Robust Multidimensional SOBI.
Proceedings of the Latent Variable Analysis and Signal Separation, 2017

2016
New algorithms for M-estimation of multivariate scatter and location.
J. Multivar. Anal., 2016

2015
Model selection using limiting distributions of second-order blind source separation algorithms.
Signal Process., 2015

An Affine Equivariant Robust Second-Order BSS Method.
Proceedings of the Latent Variable Analysis and Signal Separation, 2015

2014
Deflation-Based FastICA With Adaptive Choices of Nonlinearities.
IEEE Trans. Signal Process., 2014

Deflation-based separation of uncorrelated stationary time series.
J. Multivar. Anal., 2014

2013
Fast equivariant JADE.
Proceedings of the IEEE International Conference on Acoustics, 2013

2012
Joint Diagonalization of Several Scatter Matrices for ICA.
Proceedings of the Latent Variable Analysis and Signal Separation, 2012

2011
Scatter matrices with independent block property and ISA.
Proceedings of the 19th European Signal Processing Conference, 2011

Deflation-based FastICA reloaded.
Proceedings of the 19th European Signal Processing Conference, 2011

2010
A New Performance Index for ICA: Properties, Computation and Asymptotic Analysis.
Proceedings of the Latent Variable Analysis and Signal Separation, 2010

2009
Signed-rank tests for location in the symmetric independent component model.
J. Multivar. Anal., 2009

2006
Modeling successful performance in Web searching.
J. Assoc. Inf. Sci. Technol., 2006


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