Tatjana Pavlenko

According to our database, Tatjana Pavlenko authored at least 11 papers between 2002 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Selection of signal-bearing subcompositions with application to human microbiome studies.

Tatjana Pavlenko, Annika Tillander, Fredrik Boulund, Gabriella Edfeldt

EURASIP J. Adv. Signal Process., December, 2026

2023

A Behrens-Fisher problem for general factor models in high dimensions.

Masashi Hyodo, Takahiro Nishiyama, Tatjana Pavlenko

J. Multivar. Anal., May, 2023

2022

Sequential sampling of junction trees for decomposable graphs.

Jimmy Olsson, Tatjana Pavlenko, Felix L. Rios

Stat. Comput., 2022

2020

Testing for independence of high-dimensional variables: ρV-coefficient based approach.

Masashi Hyodo, Takahiro Nishiyama, Tatjana Pavlenko

J. Multivar. Anal., 2020

2018

A U-classifier for high-dimensional data under non-normality.

M. Rauf Ahmad, Tatjana Pavlenko

J. Multivar. Anal., 2018

2015

Asymptotic properties of the misclassification rates for Euclidean Distance Discriminant rule in high-dimensional data.

Hiroki Watanabe, Masashi Hyodo, Takashi Seo, Tatjana Pavlenko

J. Multivar. Anal., 2015

2012

Bayesian Block-Diagonal Predictive Classifier for Gaussian Data.

Jukka Corander, Timo Koski, Tatjana Pavlenko, Annika Tillander

Proceedings of the Synergies of Soft Computing and Statistics for Intelligent Data Analysis, 2012

2010

Credit risk modeling using bayesian networks.

Tatjana Pavlenko, Oleksandr Chernyak

Int. J. Intell. Syst., 2010

Exploiting Sparse Dependence Structure in Model Based Classification.

Tatjana Pavlenko, Anders Björkström

Proceedings of the Combining Soft Computing and Statistical Methods in Data Analysis, 2010

2006

Scoring Feature Subsets for Separation Power in Supervised Bayes Classification.

Tatjana Pavlenko, Hakan Fridén

Proceedings of the Soft Methods for Integrated Uncertainty Modelling, 2006

2002

Bayesian Network Classifiers in a High Dimensional Framework.

Tatjana Pavlenko, Dietrich von Rosen

Proceedings of the UAI '02, 2002