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Pauliina Ilmonen

33 papers hereh-index 14676 citations88 works total

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

author position
  • first author8
  • middle author13
  • last author12

Across the 33 of 33 papers where every author was matched, so the position is known.

fields
  • math.ST12
  • math.PR8
  • cs.LG2
  • math.NT2
  • stat.AP2
  • stat.ME2

identity via Semantic Scholar / OpenAlex

activity
20122026
most citedContinuous time Gaussian process dynamical models in gene regulatory network inference

75 citations · 165 across the 31 of their papers we have counts for

collaborators
Showing cs.LGShow all

2 papers · 1 filter

cs.LG2026

Cellular Predictions on the Move: What about Data?

Natalia Vesselinova, Pauliina Ilmonen

Mobile cellular load forecasting is native to network resource optimization and delivery of services with reliability, latency and quality guarantees. The mainstream of machine lea…

cs.LG2025

Extrapolated Markov Chain Oversampling Method for Imbalanced Text Classification

Aleksi Avela, Pauliina Ilmonen

Text classification is the task of automatically assigning text documents correct labels from a predefined set of categories. In real-life (text) classification tasks, observations…

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