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Pölönen Ilkka

0000-0002-5129-7364

Affiliations

University of Jyväskylä

Researcher

Department of Mathematical Information Technology

2010 - present

Source: ORCID

Education (1)

PhD

2011 - 2013

University of Jyväskylä

Publications (92)

Show only peer-reviewed

2024

Discriminating basal cell carcinoma and Bowen's disease from benign skin lesions with a 3D hyperspectral imaging system and convolutional neural networks

Skin research and technology

Open access

DOI

10.1111/srt.13677

Resolving phytoplankton pigments from spectral images using convolutional neural networks

Limnology and Oceanography: Methods

Open access

DOI

10.1002/lom3.10588

Peer-reviewed

2023

Quantification of Errors Generated by Uncertain Data in a Linear Boundary Value Problem Using Neural Networks

SIAM/ASA Journal on Uncertainty Quantification

Open access

DOI

10.1137/22M1538855

Peer-reviewed

Granted funding (3)

Learning techniques for drone based hyperspectral analysis of forest vegetation

Research Council of Finland

2023 - 2027

2022 - 2024

Unmanned aerial systems based solutions for real-time management of wildfires

Research Council of Finland

2022 - 2024

2021 - 2023

Smart hyperspectral imaging solutions for new era in Earth and planetary observations

Research Council of Finland

2021 - 2023

Activities and awards (9)

Reviewer of a scientific journal

Reviewer

Clarivate PLC

2024

Reviewer of a scientific journal

Reviewer

Publons

2023

Reviewer of a scientific journal

Reviewer

Publons

2022