Tatjana Pavlenko

Publication Activity (10 Years)

Years Active: 2002-2023
Publications (10 Years): 4

Top Topics

Subspace Clustering

Conditional Dependence

High Dimensional

Independence Assumption

Top Venues

J. Multivar. Anal.

Publications

Masashi Hyodo, Takahiro Nishiyama, Tatjana Pavlenko
A Behrens-Fisher problem for general factor models in high dimensions. J. Multivar. Anal. 195 (2023)
Jimmy Olsson, Tatjana Pavlenko, Felix L. Rios
Sequential sampling of junction trees for decomposable graphs. Stat. Comput. 32 (5) (2022)
Masashi Hyodo, Takahiro Nishiyama, Tatjana Pavlenko
Testing for independence of high-dimensional variables: ρV-coefficient based approach. J. Multivar. Anal. 178 (2020)
M. Rauf Ahmad, Tatjana Pavlenko
A U-classifier for high-dimensional data under non-normality. J. Multivar. Anal. 167 (2018)
Hiroki Watanabe, Masashi Hyodo, Takashi Seo, Tatjana Pavlenko
Asymptotic properties of the misclassification rates for Euclidean Distance Discriminant rule in high-dimensional data. J. Multivar. Anal. 140 (2015)
Tatjana Pavlenko, Dietrich von Rosen
Bayesian Network Classifiers in a High Dimensional Framework CoRR (2013)
Jukka Corander, Timo Koski, Tatjana Pavlenko, Annika Tillander
Bayesian Block-Diagonal Predictive Classifier for Gaussian Data. SMPS (2012)
Tatjana Pavlenko, Oleksandr Chernyak
Credit risk modeling using bayesian networks. Int. J. Intell. Syst. 25 (4) (2010)
Tatjana Pavlenko, Anders Björkström
Exploiting Sparse Dependence Structure in Model Based Classification. SMPS (2010)
Tatjana Pavlenko, Hakan Fridén
Scoring Feature Subsets for Separation Power in Supervised Bayes Classification. SMPS (2006)
Tatjana Pavlenko, Dietrich von Rosen
Bayesian Network Classifiers in a High Dimensional Framework. UAI (2002)