Joni Virta

Joni Virta

Turun yliopisto

H-index: 14

Europe-Finland

About Joni Virta

Joni Virta, With an exceptional h-index of 14 and a recent h-index of 10 (since 2020), a distinguished researcher at Turun yliopisto, specializes in the field of Dimension reduction.

His recent articles reflect a diverse array of research interests and contributions to the field:

Latent model extreme value index estimation

Measure of shape for object data

Tensorial Principal Component Analysis in Detecting Temporal Trajectories of Purchase Patterns in Loyalty Card Data: Retrospective Cohort Study

Robust signal dimension estimation via SURE

Structure-preserving non-linear PCA for matrices

Methods for generating and evaluating synthetic longitudinal patient data: a systematic review

Spatial depth for data in metric spaces

Poisson PCA for matrix count data

Joni Virta Information

University

Position

Post-doctoral researcher Finland

Citations(all)

458

Citations(since 2020)

338

Cited By

229

hIndex(all)

14

hIndex(since 2020)

10

i10Index(all)

18

i10Index(since 2020)

15

Email

University Profile Page

Google Scholar

Joni Virta Skills & Research Interests

Dimension reduction

Top articles of Joni Virta

Latent model extreme value index estimation

arXiv preprint arXiv:2003.10330

2020/3/23

Measure of shape for object data

arXiv preprint arXiv:2312.11378

2023/12/18

Joni Virta
Joni Virta

H-Index: 9

Tensorial Principal Component Analysis in Detecting Temporal Trajectories of Purchase Patterns in Loyalty Card Data: Retrospective Cohort Study

Journal of Medical Internet Research

2023/12/15

Robust signal dimension estimation via SURE

Statistical Papers

2023/12/9

Joni Virta
Joni Virta

H-Index: 9

Henri Nyberg
Henri Nyberg

H-Index: 13

Structure-preserving non-linear PCA for matrices

arXiv preprint arXiv:2310.06485

2023/10/10

Joni Virta
Joni Virta

H-Index: 9

Andreas Artemiou
Andreas Artemiou

H-Index: 10

Methods for generating and evaluating synthetic longitudinal patient data: a systematic review

2023/9/21

Joni Virta
Joni Virta

H-Index: 9

Spatial depth for data in metric spaces

arXiv preprint arXiv:2306.09740

2023/6/16

Joni Virta
Joni Virta

H-Index: 9

Poisson PCA for matrix count data

Pattern Recognition

2023/6/1

Joni Virta
Joni Virta

H-Index: 9

Andreas Artemiou
Andreas Artemiou

H-Index: 10

Signal dimension estimation in BSS models with serial dependence

2022/11/16

Large-Sample Properties of Non-Stationary Source Separation for Gaussian Signals

arXiv preprint arXiv:2209.10176

2022/9/21

Klaus Nordhausen
Klaus Nordhausen

H-Index: 20

Joni Virta
Joni Virta

H-Index: 9

Order Determination for Tensor-valued Observations Using Data Augmentation

arXiv preprint arXiv:2207.10423

2022/7/21

Klaus Nordhausen
Klaus Nordhausen

H-Index: 20

Joni Virta
Joni Virta

H-Index: 9

Sliced Inverse Regression in Metric Spaces

Statistica Sinica

2022/1/1

Joni Virta
Joni Virta

H-Index: 9

Lexin Li
Lexin Li

H-Index: 28

Effects of physical activity intervention on 24-h movement behaviors: a compositional data analysis

Scientific Reports

2022/5/24

Tuija Leskinen
Tuija Leskinen

H-Index: 15

Joni Virta
Joni Virta

H-Index: 9

ICS for multivariate functional anomaly detection with applications to predictive maintenance and quality control

2021/1

Klaus Nordhausen
Klaus Nordhausen

H-Index: 20

Joni Virta
Joni Virta

H-Index: 9

Testing for subsphericity when n and p are of different asymptotic order

Statistics & Probability Letters

2021/12/1

Joni Virta
Joni Virta

H-Index: 9

Dimension Estimation in Two-Dimensional PCA

2021/9/13

Kurtosis-based projection pursuit for matrix-valued data

arXiv preprint arXiv:2109.04167

2021/9/9

Klaus Nordhausen
Klaus Nordhausen

H-Index: 20

Joni Virta
Joni Virta

H-Index: 9

Dimension reduction for time series in a blind source separation context using r

Journal of Statistical Software

2021/7/12

On the Behavior of Extreme d-dimensional Spatial Quantiles Under Minimal Assumptions

2021/6/15

Davy Paindaveine
Davy Paindaveine

H-Index: 19

Joni Virta
Joni Virta

H-Index: 9

Fast tensorial JADE

Scandinavian Journal of Statistics

2021/3

See List of Professors in Joni Virta University(Turun yliopisto)

Co-Authors

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