FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2765445995> ?p ?o ?g. }

• W2765445995 abstract "Selection of characteristic lines is a critical work for both qualitative and quantitative analysis of laser-induced breakdown spectroscopy; it usually needs a lot of time and effort. A novel method combining genetic algorithm, principal component analysis and artificial neural networks (GA-PCA-ANN) is proposed to automatically extract the characteristic spectral segments from the original spectra, with ample feature information and less interference. On the basis of this method, three selection manners: selecting the whole spectral range, optimizing a fixed-length segment and optimizing several non-fixed-length sub-segments were analyzed; and their classification results of steel samples were compared. It is proved that selecting a fixed-length segment with an appropriate segment length achieves better results than selecting the whole spectral range; and selecting several non-fixed-length sub-segments obtains the best result with smallest amount of data. The proposed GA-PCA-ANN method can reduce the workload of analysis, the usage of bandwidth and cost of spectrometers. As a result, it can enhance the classification capability of laser-induced breakdown spectroscopy." @default.
• W2765445995 created "2017-11-10" @default.
• W2765445995 creator A5005866333 @default.
• W2765445995 creator A5029360035 @default.
• W2765445995 creator A5044134374 @default.
• W2765445995 creator A5063305995 @default.
• W2765445995 creator A5068165817 @default.
• W2765445995 creator A5090376001 @default.
• W2765445995 date "2017-10-24" @default.
• W2765445995 modified "2023-09-27" @default.
• W2765445995 title "A method derived from genetic algorithm, principal component analysis and artificial neural networks to enhance classification capability of laser-Induced breakdown spectroscopy" @default.
• W2765445995 cites W1181291058 @default.
• W2765445995 cites W1963760300 @default.
• W2765445995 cites W1968871527 @default.
• W2765445995 cites W1979936657 @default.
• W2765445995 cites W1991413263 @default.
• W2765445995 cites W2001776517 @default.
• W2765445995 cites W2003132175 @default.
• W2765445995 cites W2005702156 @default.
• W2765445995 cites W2009580227 @default.
• W2765445995 cites W2010918868 @default.
• W2765445995 cites W2014665120 @default.
• W2765445995 cites W2027000530 @default.
• W2765445995 cites W2027678599 @default.
• W2765445995 cites W2036817742 @default.
• W2765445995 cites W2040171875 @default.
• W2765445995 cites W2043124092 @default.
• W2765445995 cites W2043633763 @default.
• W2765445995 cites W2045262497 @default.
• W2765445995 cites W2053887386 @default.
• W2765445995 cites W2056987949 @default.
• W2765445995 cites W2058501695 @default.
• W2765445995 cites W2063646554 @default.
• W2765445995 cites W2066556866 @default.
• W2765445995 cites W2069825252 @default.
• W2765445995 cites W2073930781 @default.
• W2765445995 cites W2076572502 @default.
• W2765445995 cites W2085006325 @default.
• W2765445995 cites W2110350359 @default.
• W2765445995 cites W2120518536 @default.
• W2765445995 cites W2182233013 @default.
• W2765445995 cites W2212188045 @default.
• W2765445995 cites W2257186567 @default.
• W2765445995 cites W2257205696 @default.
• W2765445995 cites W2257849523 @default.
• W2765445995 cites W2949338831 @default.
• W2765445995 cites W41051486 @default.
• W2765445995 cites W4230012734 @default.
• W2765445995 cites W4231207648 @default.
• W2765445995 cites W4237862369 @default.
• W2765445995 cites W4252067471 @default.
• W2765445995 doi "https://doi.org/10.1117/12.2281493" @default.
• W2765445995 hasPublicationYear "2017" @default.
• W2765445995 type Work @default.
• W2765445995 sameAs 2765445995 @default.
• W2765445995 citedByCount "2" @default.
• W2765445995 countsByYear W27654459952019 @default.
• W2765445995 countsByYear W27654459952020 @default.
• W2765445995 crossrefType "proceedings-article" @default.
• W2765445995 hasAuthorship W2765445995A5005866333 @default.
• W2765445995 hasAuthorship W2765445995A5029360035 @default.
• W2765445995 hasAuthorship W2765445995A5044134374 @default.
• W2765445995 hasAuthorship W2765445995A5063305995 @default.
• W2765445995 hasAuthorship W2765445995A5068165817 @default.
• W2765445995 hasAuthorship W2765445995A5090376001 @default.
• W2765445995 hasConcept C11413529 @default.
• W2765445995 hasConcept C119857082 @default.
• W2765445995 hasConcept C120665830 @default.
• W2765445995 hasConcept C121332964 @default.
• W2765445995 hasConcept C127413603 @default.
• W2765445995 hasConcept C146978453 @default.
• W2765445995 hasConcept C148483581 @default.
• W2765445995 hasConcept C153180895 @default.
• W2765445995 hasConcept C154945302 @default.
• W2765445995 hasConcept C186060115 @default.
• W2765445995 hasConcept C204323151 @default.
• W2765445995 hasConcept C27438332 @default.
• W2765445995 hasConcept C33923547 @default.
• W2765445995 hasConcept C41008148 @default.
• W2765445995 hasConcept C50497907 @default.
• W2765445995 hasConcept C50644808 @default.
• W2765445995 hasConcept C520434653 @default.
• W2765445995 hasConcept C86803240 @default.
• W2765445995 hasConcept C8880873 @default.
• W2765445995 hasConceptScore W2765445995C11413529 @default.
• W2765445995 hasConceptScore W2765445995C119857082 @default.
• W2765445995 hasConceptScore W2765445995C120665830 @default.
• W2765445995 hasConceptScore W2765445995C121332964 @default.
• W2765445995 hasConceptScore W2765445995C127413603 @default.
• W2765445995 hasConceptScore W2765445995C146978453 @default.
• W2765445995 hasConceptScore W2765445995C148483581 @default.
• W2765445995 hasConceptScore W2765445995C153180895 @default.
• W2765445995 hasConceptScore W2765445995C154945302 @default.
• W2765445995 hasConceptScore W2765445995C186060115 @default.
• W2765445995 hasConceptScore W2765445995C204323151 @default.
• W2765445995 hasConceptScore W2765445995C27438332 @default.
• W2765445995 hasConceptScore W2765445995C33923547 @default.
• W2765445995 hasConceptScore W2765445995C41008148 @default.
• W2765445995 hasConceptScore W2765445995C50497907 @default.
• W2765445995 hasConceptScore W2765445995C50644808 @default.

• next