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researcher

J. Heikkonen

15 papers hereh-index 344.2k citations215 works total

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

author position
  • middle author11
  • last author3

Across the 14 of 15 papers where every author was matched, so the position is known.

fields
  • cs.RO7
  • cs.CV4
  • cs.LG2
  • stat.AP2

identity via Semantic Scholar / OpenAlex

activity
20172025
most citedEstimating the Prediction Performance of Spatial Models via Spatial k-Fold Cross Validation

208 citations · 293 across the 11 of their papers we have counts for

collaborators
Showing cs.LGShow all

2 papers · 1 filter

cs.LG2024

Cross-Vendor Reproducibility of Radiomics-based Machine Learning Models for Computer-aided Diagnosis

Jatin Chaudhary, Ivan Jambor, Hannu Aronen +6

Background: The reproducibility of machine-learning models in prostate cancer detection across different MRI vendors remains a significant challenge. Methods: This study investigat…

cs.LG2020★ 1 cited

Utilizing remote sensing data in forest inventory sampling via Bayesian optimization

Jonne Pohjankukka, Sakari Tuominen, Jukka Heikkonen

In large-area forest inventories a trade-off between the amount of data to be sampled and the costs of collecting the data is necessary. It is not always possible to have a very la…

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