FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4205848511> ?p ?o ?g. }

• W4205848511 endingPage "11" @default.
• W4205848511 startingPage "1" @default.
• W4205848511 abstract "The study presents an approach to the analysis and classification of peanuts performed in order to detect kernels with fungi diseases, i.e. kernels prone to contamination with mycotoxigenic Aspergillus flavus (Aspergillus parasiticus). The aim of this study was to evaluate the effectiveness of luminescent spectroscopy with a violet laser (405 nm wavelength) as the excitation source of the fluorescence when applied for real-time detection of mould in peanuts performed by means of multispectral processing based on machine learning methods. We suggest a laboratory unit used to form, register, and process the luminescence spectra of peanuts in visible and near-infrared wavelength ranges in the real-time mode. The study demonstrated that contaminated peanuts have increased luminous intensity and show a redshift in the fluorescence peaks of the contaminated samples as compared to the pure ones. The difference in the fluorescence spectra of pure and contaminated kernels is compatible with the results obtained when traditional UV-light sources are used (365 nm). To classify peanuts by their spectral characteristics, neural network algorithms were used combined with dimensionality reduction methods. The paper presents the probabilities of incorrect recognition of the peanuts' type depending on the number of relevant secondary features determined when reducing the dimensionality of the initial data. When 10 spectral components were used, the error ratios were 0.7% or 0.3% depending on the method of reducing the dimensionality of the initial data." @default.
• W4205848511 created "2022-01-26" @default.
• W4205848511 creator A5021846499 @default.
• W4205848511 creator A5027729430 @default.
• W4205848511 creator A5071014265 @default.
• W4205848511 creator A5073495190 @default.
• W4205848511 date "2022-01-19" @default.
• W4205848511 modified "2023-09-24" @default.
• W4205848511 title "Analysis and classification of peanuts with fungal diseases based on real-time spectral processing" @default.
• W4205848511 cites W1008113189 @default.
• W4205848511 cites W1586160437 @default.
• W4205848511 cites W1743600949 @default.
• W4205848511 cites W1963920342 @default.
• W4205848511 cites W1969776561 @default.
• W4205848511 cites W1969976611 @default.
• W4205848511 cites W1976133476 @default.
• W4205848511 cites W1977220888 @default.
• W4205848511 cites W1989921208 @default.
• W4205848511 cites W1997604219 @default.
• W4205848511 cites W2005277266 @default.
• W4205848511 cites W2006213868 @default.
• W4205848511 cites W2008185546 @default.
• W4205848511 cites W2008376332 @default.
• W4205848511 cites W2013742806 @default.
• W4205848511 cites W2030107979 @default.
• W4205848511 cites W2040615655 @default.
• W4205848511 cites W2045131733 @default.
• W4205848511 cites W2055752852 @default.
• W4205848511 cites W2058820134 @default.
• W4205848511 cites W2060816068 @default.
• W4205848511 cites W2062803847 @default.
• W4205848511 cites W2065486683 @default.
• W4205848511 cites W2067727182 @default.
• W4205848511 cites W2084296791 @default.
• W4205848511 cites W2084677344 @default.
• W4205848511 cites W2096823765 @default.
• W4205848511 cites W2100533342 @default.
• W4205848511 cites W2121839421 @default.
• W4205848511 cites W2130336686 @default.
• W4205848511 cites W2152095060 @default.
• W4205848511 cites W2155482699 @default.
• W4205848511 cites W2337478599 @default.
• W4205848511 cites W2344729910 @default.
• W4205848511 cites W2549635139 @default.
• W4205848511 cites W2593058635 @default.
• W4205848511 cites W2747643593 @default.
• W4205848511 cites W2754893593 @default.
• W4205848511 cites W2758814216 @default.
• W4205848511 cites W2887733716 @default.
• W4205848511 cites W2906334355 @default.
• W4205848511 cites W2917890548 @default.
• W4205848511 cites W2937805895 @default.
• W4205848511 cites W2969448414 @default.
• W4205848511 cites W3012534976 @default.
• W4205848511 cites W3047901965 @default.
• W4205848511 cites W3123077949 @default.
• W4205848511 cites W3135591512 @default.
• W4205848511 cites W4254411246 @default.
• W4205848511 doi "https://doi.org/10.1080/19440049.2021.2017001" @default.
• W4205848511 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/35044871" @default.
• W4205848511 hasPublicationYear "2022" @default.
• W4205848511 type Work @default.
• W4205848511 citedByCount "1" @default.
• W4205848511 countsByYear W42058485112022 @default.
• W4205848511 crossrefType "journal-article" @default.
• W4205848511 hasAuthorship W4205848511A5021846499 @default.
• W4205848511 hasAuthorship W4205848511A5027729430 @default.
• W4205848511 hasAuthorship W4205848511A5071014265 @default.
• W4205848511 hasAuthorship W4205848511A5073495190 @default.
• W4205848511 hasConcept C113196181 @default.
• W4205848511 hasConcept C120665830 @default.
• W4205848511 hasConcept C121332964 @default.
• W4205848511 hasConcept C148869448 @default.
• W4205848511 hasConcept C153180895 @default.
• W4205848511 hasConcept C154945302 @default.
• W4205848511 hasConcept C158711907 @default.
• W4205848511 hasConcept C173163844 @default.
• W4205848511 hasConcept C185592680 @default.
• W4205848511 hasConcept C186060115 @default.
• W4205848511 hasConcept C192562407 @default.
• W4205848511 hasConcept C27438332 @default.
• W4205848511 hasConcept C32891209 @default.
• W4205848511 hasConcept C33923547 @default.
• W4205848511 hasConcept C41008148 @default.
• W4205848511 hasConcept C43617362 @default.
• W4205848511 hasConcept C49040817 @default.
• W4205848511 hasConcept C62520636 @default.
• W4205848511 hasConcept C6260449 @default.
• W4205848511 hasConcept C70518039 @default.
• W4205848511 hasConcept C86803240 @default.
• W4205848511 hasConcept C91881484 @default.
• W4205848511 hasConceptScore W4205848511C113196181 @default.
• W4205848511 hasConceptScore W4205848511C120665830 @default.
• W4205848511 hasConceptScore W4205848511C121332964 @default.
• W4205848511 hasConceptScore W4205848511C148869448 @default.
• W4205848511 hasConceptScore W4205848511C153180895 @default.
• W4205848511 hasConceptScore W4205848511C154945302 @default.
• W4205848511 hasConceptScore W4205848511C158711907 @default.

• next