KF-PLS: Optimizing Kernel Partial Least-Squares (K-PLS) with Kernel Flows | 2024 Publication type A1 Journal article (refereed), original research Author(s) Duma Zina-Sabrina, Susiluoto Jouni, Lamminpää Otto, Sihvonen Tuomas, Reinikainen Satu-Pia, Haario Heikki Water - Refining sidestreams into value Air - Turning emissions into opportunities LUT School of Engineering Sciences
Portable spectroscopy, digital imaging colorimetry and multivariate statistical tools in contaminant identification: A case study of mint (Mentha) and basil (Ocimum basilicum) | 2024 Publication type A1 Journal article (refereed), original research Author(s) Duma Zina-Sabrina, Sihvonen Tuomas, Vartiainen Erik, Reinikainen Satu-Pia Other Focus Area LUT School of Engineering Sciences
Varroa destructor detection on honey bees using hyperspectral imagery | 2024 Publication type A1 Journal article (refereed), original research Author(s) Duma Zina-Sabrina, Zemcik Tomas, Bilik Simon, Sihvonen Tuomas, Honec Peter, Reinikainen Satu-Pia, Horak Karel Other Focus Area LUT School of Engineering Sciences
AB-PLS-DA: Pansharpening tailored for scanning electron microscopy and energy-dispersive X-ray spectrometry multimodal fusion | 2023 Publication type A1 Journal article (refereed), original research Author(s) Sihvonen Tuomas, Duma Zina-Sabrina, Reinikainen Satu-Pia Other Focus Area LUT School of Engineering Sciences
Colorimetric similarity evaluation methodology for heterogeneous rock surfaces using digital imaging | 2023 Publication type A1 Journal article (refereed), original research Author(s) Duma Zina-Sabrina, Sihvonen Tuomas, Härmä Paavo, Reinikainen Satu-Pia Business and society - Sustainable renewal of business, industry and society LUT School of Engineering Sciences
Spectral Profile Partial Least-Squares (SP-PLS): Local multivariate pansharpening on spectral profiles | 2023 Publication type A1 Journal article (refereed), original research Author(s) Sihvonen Tuomas, Duma Zina-Sabrina, Haario Heikki, Reinikainen Satu-Pia Other Focus Area LUT School of Engineering Sciences
Optimizing energy dispersive X-Ray Spectroscopy (EDS) image fusion to Scanning Electron Microscopy (SEM) images | 2022 Publication type A1 Journal article (refereed), original research Author(s) Duma Zina-Sabrina, Sihvonen Tuomas, Havukainen Jouni, Reinikainen Ville, Reinikainen Satu-Pia Water - Refining sidestreams into value Air - Turning emissions into opportunities LUT School of Engineering Sciences LUT School of Energy Systems
Tool for similarity identification of rapakivi granites in heritage buildings | 2022 Publication type A1 Journal article (refereed), original research Author(s) Duma Zina-Sabrina, Surakka Aleksi, Härmä Paavo, Laxström Heidi, Sihvonen Tuomas, Reinikainen Satu-Pia Other Focus Area LUT School of Engineering Sciences