Pauliina Ilmonen

15 papers Journal 9Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
Extrapolated Markov Chain Oversampling Method for Imbalanced Text Classification.
J. Mach. Learn. Res.
Aleksi Avela, Pauliina Ilmonen
2025 — conf
Data Matters: The Case of Predicting Mobile Cellular Traffic.
VNC
Natalia Vesselinova, Matti Harjula, Pauliina Ilmonen
2025 J jnl
Extrapolated Markov Chain Oversampling Method for Imbalanced Text Classification.
CoRR
Aleksi Avela, Pauliina Ilmonen
2024 J jnl
Data Matters: The Case of Predicting Mobile Cellular Traffic.
CoRR
Natalia Vesselinova, Matti Harjula, Pauliina Ilmonen
2024 J jnl
Latent model extreme value index estimation.
J. Multivar. Anal.
Joni Virta, Niko Lietzén, Lauri Viitasaari, Pauliina Ilmonen
2024 J jnl
On extreme quantile region estimation under heavy-tailed elliptical distributions.
J. Multivar. Anal.
Jaakko Pere, Pauliina Ilmonen, Lauri Viitasaari
2022 J jnl
Integrated shape-sensitive functional metrics.
J. Multivar. Anal.
Sami Helander, Petra Laketa, Pauliina Ilmonen, Stanislav Nagy, Germain Van Bever, Lauri Viitasaari
2019 J jnl
A Note on Distributions in the Second Chaos.
Symmetry
Pauliina Ilmonen, Lauri Viitasaari
2019 J jnl
On Modeling a Class of Weakly Stationary Processes.
Frontiers Appl. Math. Stat.
Lauri Viitasaari, Pauliina Ilmonen
2017 — conf
Complex Valued Robust Multidimensional SOBI.
LVA/ICA
Niko Lietzén, Klaus Nordhausen, Pauliina Ilmonen
2017 J jnl
Multivariate moment based extreme value index estimators.
Comput. Stat.
Matias Heikkilä, Yves Dominicy, Pauliina Ilmonen
2017 — conf
Nonparametric Splitting Algorithm for Detecting Structural Changes in Predictive Relationships.
ICCDA
Olga Gorskikh, Pekka Malo, Pauliina Ilmonen
2015 — conf
An Affine Equivariant Robust Second-Order BSS Method.
LVA/ICA
Pauliina Ilmonen, Klaus Nordhausen, Hannu Oja, Fabian J. Theis
2011 — conf
Deflation-based FastICA reloaded.
EUSIPCO
Klaus Nordhausen, Pauliina Ilmonen, Abhijit Mandal, Hannu Oja, Esa Ollila
2010 — conf
A New Performance Index for ICA: Properties, Computation and Asymptotic Analysis.
LVA/ICA
Pauliina Ilmonen, Klaus Nordhausen, Hannu Oja, Esa Ollila