| Title: | Comparison of selected dimensionality reduction methods for detection of root-knot nematode infestations in potato tubers using hyperspectral imaging |
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| Authors: | ID Lapajne, Janez (Author)
ID Knapič, Matej (Author)
ID Žibrat, Uroš (Author) |
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| Files: |  PDF - Presentation file, download (1,79 MB)
MD5: 459A584953303741DB4F012F48172306
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| Language: | English |
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| Typology: | 1.01 - Original Scientific Article |
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| Organization: |  KIS - Agricultural Institute of Slovenia
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| Keywords: | hyperspectral imaging, dimensionality reduction, LDA, PLS, PCA, RandomForest, ReliefF, XGB, Meloidogyne, Solanum tuberosum |
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| Publication date: | 01.01.2022 |
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| Number of pages: | str. 1-20 |
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| Numbering: | Vol. 22, iss. 1 |
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| PID: | 20.500.12556/DiRROS-15444  |
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| UDC: | 632 |
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| ISSN on article: | 1424-8220 |
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| DOI: | 10.3390/s22010367 |
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| COBISS.SI-ID: | 92245507 |
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| Note: | Nasl. z nasl. zaslona;
Opis vira z dne 6. 1. 2022; |
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| Publication date in DiRROS: | 06.09.2022 |
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| Views: | 877 |
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| Downloads: | 318 |
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| Metadata: |    |
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