{"id":"https://openalex.org/W6941459528","doi":"https://doi.org/10.13652/j.spjx.1003.5788.2024.60122","title":"Classification of edible vegetable oils based on three-dimensional fluorescence spectroscopy and ISSA-SVM","display_name":"Classification of edible vegetable oils based on three-dimensional fluorescence spectroscopy and ISSA-SVM","publication_year":2024,"publication_date":"2024-10-01","ids":{"openalex":"https://openalex.org/W6941459528","doi":"https://doi.org/10.13652/j.spjx.1003.5788.2024.60122"},"language":"en","primary_location":{"id":"pmh:oai:doaj.org/article:b2f3d17fdadb4fff92ea142d8e2da4f3","doi":"https://doi.org/10.13652/j.spjx.1003.5788.2024.60122","is_oa":true,"landing_page_url":"https://doaj.org/article/b2f3d17fdadb4fff92ea142d8e2da4f3","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Shipin yu jixie, Vol 40, Iss 10, Pp 53-61 (2024)","raw_type":"article"},"volume":null,"type":"article","indexed_in":["doaj"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doaj.org/article/b2f3d17fdadb4fff92ea142d8e2da4f3","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"ZHANG Jing","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I860388503","display_name":"Sias University","ror":"https://ror.org/02z8rzb71","country_code":"CN","type":"education","lineage":["https://openalex.org/I860388503"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"ZHANG Jing","raw_affiliation_strings":["Zhengzhou Sias College, Zhengzhou, Henan451100, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zhengzhou Sias College, Zhengzhou, Henan451100, China","institution_ids":["https://openalex.org/I860388503"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5140878448","display_name":"Guohong Qi","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I860388503","display_name":"Sias University","ror":"https://ror.org/02z8rzb71","country_code":"CN","type":"education","lineage":["https://openalex.org/I860388503"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"QI Guohong","raw_affiliation_strings":["Zhengzhou Sias College, Zhengzhou, Henan451100, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zhengzhou Sias College, Zhengzhou, Henan451100, China","institution_ids":["https://openalex.org/I860388503"]}]},{"author_position":"middle","author":{"id":null,"display_name":"CHEN Jingzhao","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I860388503","display_name":"Sias University","ror":"https://ror.org/02z8rzb71","country_code":"CN","type":"education","lineage":["https://openalex.org/I860388503"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"CHEN Jingzhao","raw_affiliation_strings":["Zhengzhou Sias College, Zhengzhou, Henan451100, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zhengzhou Sias College, Zhengzhou, Henan451100, China","institution_ids":["https://openalex.org/I860388503"]}]},{"author_position":"middle","author":{"id":null,"display_name":"CAO Xiaoli","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I860388503","display_name":"Sias University","ror":"https://ror.org/02z8rzb71","country_code":"CN","type":"education","lineage":["https://openalex.org/I860388503"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"CAO Xiaoli","raw_affiliation_strings":["Zhengzhou Sias College, Zhengzhou, Henan451100, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zhengzhou Sias College, Zhengzhou, Henan451100, China","institution_ids":["https://openalex.org/I860388503"]}]},{"author_position":"last","author":{"id":null,"display_name":"LI Lili","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4750791","display_name":"Henan Agricultural University","ror":"https://ror.org/04eq83d71","country_code":"CN","type":"education","lineage":["https://openalex.org/I4750791"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"LI Lili","raw_affiliation_strings":["Henan Agricultural University,  Zhengzhou, Henan450046, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Henan Agricultural University,  Zhengzhou, Henan450046, China","institution_ids":["https://openalex.org/I4750791"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.24757927,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":true,"primary_topic":{"id":"https://openalex.org/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10909","display_name":"Edible Oils Quality and Analysis","score":0.0015999999595806003,"subfield":{"id":"https://openalex.org/subfields/1605","display_name":"Organic Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11324","display_name":"Spectroscopy Techniques in Biomedical and Chemical Research","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/three-dimensional-fluorescence-spectroscopy","display_name":"three-dimensional fluorescence spectroscopy","score":0.9860000014305115},{"id":"https://openalex.org/keywords/improved-sparrow-search-algorithm","display_name":"improved sparrow search algorithm","score":0.9419999718666077},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"support vector machine","score":0.9409999847412109},{"id":"https://openalex.org/keywords/parameter-optimization","display_name":"parameter optimization","score":0.671999990940094},{"id":"https://openalex.org/keywords/oil-identification","display_name":"oil identification","score":0.4950000047683716},{"id":"https://openalex.org/keywords/metaheuristic-optimization","display_name":"metaheuristic optimization","score":0.6759999990463257}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6741999983787537},{"id":"https://openalex.org/C158711907","wikidata":"https://www.wikidata.org/wiki/Q1768467","display_name":"Fluorescence spectroscopy","level":3,"score":0.6172999739646912},{"id":"https://openalex.org/C2994459887","wikidata":"https://www.wikidata.org/wiki/Q427457","display_name":"Edible oil","level":2,"score":0.541100025177002},{"id":"https://openalex.org/C186060115","wikidata":"https://www.wikidata.org/wiki/Q30336093","display_name":"Biological system","level":1,"score":0.48570001125335693},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47780001163482666},{"id":"https://openalex.org/C91881484","wikidata":"https://www.wikidata.org/wiki/Q191807","display_name":"Fluorescence","level":2,"score":0.4715000092983246},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.45719999074935913},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.4535999894142151},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4487999975681305},{"id":"https://openalex.org/C2779096019","wikidata":"https://www.wikidata.org/wiki/Q4739805","display_name":"Vegetable oil","level":2,"score":0.4237000048160553},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.40860000252723694},{"id":"https://openalex.org/C32891209","wikidata":"https://www.wikidata.org/wiki/Q483666","display_name":"Spectroscopy","level":2,"score":0.38109999895095825},{"id":"https://openalex.org/C151304367","wikidata":"https://www.wikidata.org/wiki/Q910067","display_name":"Chemometrics","level":2,"score":0.36629998683929443},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.3555999994277954},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"score":0.33570000529289246},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.32510000467300415},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3246000111103058},{"id":"https://openalex.org/C198531522","wikidata":"https://www.wikidata.org/wiki/Q485146","display_name":"Sample (material)","level":2,"score":0.3160000145435333},{"id":"https://openalex.org/C110083411","wikidata":"https://www.wikidata.org/wiki/Q1744628","display_name":"Statistical classification","level":2,"score":0.3133000135421753},{"id":"https://openalex.org/C113196181","wikidata":"https://www.wikidata.org/wiki/Q485223","display_name":"Analytical Chemistry (journal)","level":2,"score":0.3077000081539154},{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.30730000138282776},{"id":"https://openalex.org/C2994048982","wikidata":"https://www.wikidata.org/wiki/Q1768467","display_name":"Fluorescence spectrometry","level":3,"score":0.2955000102519989},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.29440000653266907},{"id":"https://openalex.org/C31903555","wikidata":"https://www.wikidata.org/wiki/Q1637030","display_name":"Food science","level":1,"score":0.28360000252723694},{"id":"https://openalex.org/C182365436","wikidata":"https://www.wikidata.org/wiki/Q50701","display_name":"Variable (mathematics)","level":2,"score":0.27790001034736633},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.27090001106262207}],"mesh":[],"locations_count":1,"locations":[{"id":"pmh:oai:doaj.org/article:b2f3d17fdadb4fff92ea142d8e2da4f3","doi":"https://doi.org/10.13652/j.spjx.1003.5788.2024.60122","is_oa":true,"landing_page_url":"https://doaj.org/article/b2f3d17fdadb4fff92ea142d8e2da4f3","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Shipin yu jixie, Vol 40, Iss 10, Pp 53-61 (2024)","raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:doaj.org/article:b2f3d17fdadb4fff92ea142d8e2da4f3","doi":"https://doi.org/10.13652/j.spjx.1003.5788.2024.60122","is_oa":true,"landing_page_url":"https://doaj.org/article/b2f3d17fdadb4fff92ea142d8e2da4f3","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Shipin yu jixie, Vol 40, Iss 10, Pp 53-61 (2024)","raw_type":"article"},"sustainable_development_goals":[{"score":0.6735000014305115,"display_name":"Zero hunger","id":"https://metadata.un.org/sdg/2"}],"sustainable_development_goals_aurora":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"ObjectiveTo":[0],"improve":[1],"the":[2,21,37,40,52,60,64,74,78,96],"classification":[3,75,112],"accuracy":[4,76],"of":[5,24,39,54,77],"edible":[6,45,82],"vegetable":[7,46,83],"oils,":[8],"an":[9,28,44],"identification":[10,48],"model":[11,80,88],"based":[12],"on":[13],"three-dimensional":[14,25,55],"fluorescence":[15,26,56],"spectroscopy":[16,57],"and":[17,59,71,95,109],"ISSA-SVM":[18,61,79,87],"was":[19,33],"established.MethodsCombining":[20],"feature":[22],"information":[23,58],"spectroscopy,":[27],"improved":[29],"sparrow":[30],"search":[31],"algorithm":[32],"used":[34],"to":[35,98],"optimize":[36],"parameters":[38],"SVM":[41,65],"model,":[42,66,68,70,73],"constructing":[43],"oil":[47],"method":[49],"that":[50],"integrates":[51],"characteristics":[53],"model.ResultsCompared":[62],"with":[63,107],"GA-SVM":[67],"PSO-SVM":[69],"SSA-SVM":[72],"for":[81],"oils":[84],"reached":[85],"100%.ConclusionThe":[86],"has":[89],"higher":[90],"convergence":[91],"efficiency,":[92],"system":[93],"stability,":[94],"ability":[97],"avoid":[99],"local":[100],"optimal":[101],"solutions,":[102],"which":[103],"can":[104],"effectively":[105],"cope":[106],"complex":[108],"variable":[110],"sample":[111],"tasks.":[113]},"counts_by_year":[],"updated_date":"2026-10-14T16:39:01.820549","created_date":"2025-10-10T00:00:00"}