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Jouni Helske

2 papers here

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • stat.CO1
  • stat.ML1
same name
  • Jouni Helske — 1 paper

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

most citedIntroducing libeemd: A program package for performing the ensemble empirical mode decomposition

126 citations · 135 across the 2 of their papers we have counts for

collaborators

2 papers

stat.ML2019★ 9 cited

Graphical model inference: Sequential Monte Carlo meets deterministic approximations

Fredrik Lindsten, Jouni Helske, Matti Vihola

Approximate inference in probabilistic graphical models (PGMs) can be grouped into deterministic methods and Monte-Carlo-based methods. The former can often provide accurate and ra…

stat.CO2017★ 126 cited

Introducing libeemd: A program package for performing the ensemble empirical mode decomposition

P. J. J. Luukko, J. Helske, E. Räsänen

The ensemble empirical mode decomposition (EEMD) and its complete variant (CEEMDAN) are adaptive, noise-assisted data analysis methods that improve on the ordinary empirical mode d…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.