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Pölönen Ilkka

Orcid -palvelun logo0000-0002-5129-7364

Affiliering

University of Jyväskylä
Researcher
Department of Mathematical Information Technology
2010 - nuvarande
Källa: ORCID

Utbildning (1)

PhD
University of Jyväskylä

Publikationer (92)

2024
Discriminating basal cell carcinoma and Bowen's disease from benign skin lesions with a 3D hyperspectral imaging system and convolutional neural networks
DOI
10.1111/srt.13677
Resolving phytoplankton pigments from spectral images using convolutional neural networks
Limnology and Oceanography: Methods
Öppen tillgång
DOI
10.1002/lom3.10588
Referentgranskad
2023
Quantification of Errors Generated by Uncertain Data in a Linear Boundary Value Problem Using Neural Networks
SIAM/ASA Journal on Uncertainty Quantification
Öppen tillgång
DOI
10.1137/22M1538855
Referentgranskad

Beviljade finansiering (3)

Opetustekniikan metsän kasvuston hyperspektraalille droonikaukokartoitukselle
Finlands Akademi
2023 - 2027
Miehittämättömiin ilma-aluksiin perustuvat ratkaisut metsäpalojen hallintaan
Finlands Akademi
2022 - 2024
Älykästä hyperspektrikuvausta maan ja planeettakunnan kaukokartoituksen uudelle aikakaudelle
Finlands Akademi
2021 - 2023

Aktiviteter och priser (9)

Recensent av en vetenskaplig tidskrift
Reviewer
Clarivate PLC
2024
https://publons.com/wos-op/review/author/JSVlA1Ls/
International collaboration: Nej
Recensent av en vetenskaplig tidskrift
Reviewer
Publons
2023
https://publons.com/wos-op/review/author/oqRNuvoA/
International collaboration: Nej
Recensent av en vetenskaplig tidskrift
Reviewer
Publons
2022
https://publons.com/wos-op/review/author/OzFjGgfl/
International collaboration: Nej