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M. Holopainen

2 papers hereh-index 4911.2k citations251 works total

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

author position
  • first author1
  • middle author1

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

fields
  • cs.CV1
  • q-fin.ST1

identity via Semantic Scholar / OpenAlex

most citedMultispectral airborne laser scanning for tree species classification: a benchmark of machine learning and deep learning algorithms

7 citations · 8 across the 2 of their papers we have counts for

collaborators

2 papers

cs.CV2025★ 7 cited

Multispectral airborne laser scanning for tree species classification: a benchmark of machine learning and deep learning algorithms

Josef Taher, Eric Hyyppä, Matti Hyyppä +46

Climate-smart and biodiversity-preserving forestry demands precise information on forest resources, extending to the individual tree level. Multispectral airborne laser scanning (A…

q-fin.ST2015★ 1 cited

Toward robust early-warning models: A horse race, ensembles and model uncertainty

Markus Holopainen, Peter Sarlin

This paper presents first steps toward robust models for crisis prediction. We conduct a horse race of conventional statistical methods and more recent machine learning methods as…

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