A New Performance Index for ICA: Properties, Computation and Asymptotic Analysis. - Pauliina Ilmonen; Klaus Nordhausen; Hannu Oja; Esa Ollila (LVA/ICA, 2010)

Deflation-based FastICA reloaded. - Klaus Nordhausen; Pauliina Ilmonen; Abhijit Mandal; Hannu Oja; Esa Ollila (EUSIPCO, 2011)

An Affine Equivariant Robust Second-Order BSS Method. - Pauliina Ilmonen; Klaus Nordhausen; Hannu Oja; Fabian J. Theis (LVA/ICA, 2015)

Complex Valued Robust Multidimensional SOBI. - Niko Lietzén; Klaus Nordhausen; Pauliina Ilmonen (LVA/ICA, 2017)

Nonparametric Splitting Algorithm for Detecting Structural Changes in Predictive Relationships. - Olga Gorskikh; Pekka Malo; Pauliina Ilmonen (ICCDA, 2017)

Multivariate moment based extreme value index estimators. - Matias Heikkilä; Yves Dominicy; Pauliina Ilmonen (Comput. Stat., 2017)

On Modeling a Class of Weakly Stationary Processes. - Lauri Viitasaari; Pauliina Ilmonen (Frontiers Appl. Math. Stat., 2019)

A Note on Distributions in the Second Chaos. - Pauliina Ilmonen; Lauri Viitasaari (Symmetry, 2019)

Integrated shape-sensitive functional metrics. - Sami Helander; Petra Laketa; Pauliina Ilmonen; Stanislav Nagy; Germain Van Bever; Lauri Viitasaari (J. Multivar. Anal., 2022)

On extreme quantile region estimation under heavy-tailed elliptical distributions. - Jaakko Pere; Pauliina Ilmonen; Lauri Viitasaari (J. Multivar. Anal., 2024)

Latent model extreme value index estimation. - Joni Virta; Niko Lietzén; Lauri Viitasaari; Pauliina Ilmonen (J. Multivar. Anal., 2024)

Data Matters: The Case of Predicting Mobile Cellular Traffic. - Natalia Vesselinova; Matti Harjula; Pauliina Ilmonen (VNC, 2025)