{"id":"https://openalex.org/W4408708854","doi":"https://doi.org/10.1109/access.2025.3553384","title":"Hyperspectral Detection of Pesticide Residues in Black Vegetable Based on Multi-Classifier Entropy Weight Method","display_name":"Hyperspectral Detection of Pesticide Residues in Black Vegetable Based on Multi-Classifier Entropy Weight Method","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4408708854","doi":"https://doi.org/10.1109/access.2025.3553384"},"language":"en","primary_location":{"id":"doi:10.1109/access.2025.3553384","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3553384","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2025.3553384","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5030019422","display_name":"Rongchang Jiang","orcid":"https://orcid.org/0009-0008-1104-6772"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rongchang Jiang","raw_affiliation_strings":["School of Information Engineering, Jiangsu College of Engineering and Technology, Nantong, China"],"raw_orcid":"https://orcid.org/0009-0008-1104-6772","affiliations":[{"raw_affiliation_string":"School of Information Engineering, Jiangsu College of Engineering and Technology, Nantong, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112124003","display_name":"Guoqiang Zhuang","orcid":"https://orcid.org/0000-0001-8755-7300"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Guoqiang Zhuang","raw_affiliation_strings":["School of Information Engineering, Jiangsu College of Engineering and Technology, Nantong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Engineering, Jiangsu College of Engineering and Technology, Nantong, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100948427","display_name":"Shijie Xie","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shijie Xie","raw_affiliation_strings":["School of Information Engineering, Jiangsu College of Engineering and Technology, Nantong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Engineering, Jiangsu College of Engineering and Technology, Nantong, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100714578","display_name":"Yang Wang","orcid":"https://orcid.org/0000-0002-6815-0879"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yang Wang","raw_affiliation_strings":["Network Security Department, Harbin Big Data Center, Harbin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Network Security Department, Harbin Big Data Center, Harbin, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000424567","display_name":"Guoqi Zhang","orcid":"https://orcid.org/0000-0002-8023-5170"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Guoqi Zhang","raw_affiliation_strings":["School of Information Engineering, Jiangsu College of Engineering and Technology, Nantong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Engineering, Jiangsu College of Engineering and Technology, Nantong, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109668203","display_name":"Dandan Qu","orcid":"https://orcid.org/0009-0005-2062-9011"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Dandan Qu","raw_affiliation_strings":["Personnel Department, Jiangsu College of Engineering and Technology, Nantong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Personnel Department, Jiangsu College of Engineering and Technology, Nantong, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101895565","display_name":"Wanzhi Wen","orcid":"https://orcid.org/0000-0002-5872-8390"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wanzhi Wen","raw_affiliation_strings":["School of Information Engineering, Jiangsu College of Engineering and Technology, Nantong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Engineering, Jiangsu College of Engineering and Technology, Nantong, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":3.7737,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.93070065,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"13","issue":null,"first_page":"55701","last_page":"55711"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9108999967575073,"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":0.9108999967575073,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/hyperspectral-imaging","display_name":"Hyperspectral imaging","score":0.9269613027572632},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5070979595184326},{"id":"https://openalex.org/keywords/entropy","display_name":"Entropy (arrow of time)","score":0.5045162439346313},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.47795915603637695},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.47461453080177307},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.4596864879131317},{"id":"https://openalex.org/keywords/pesticide","display_name":"Pesticide","score":0.45327508449554443},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.06796911358833313},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.06760662794113159}],"concepts":[{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.9269613027572632},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5070979595184326},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.5045162439346313},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47795915603637695},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.47461453080177307},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.4596864879131317},{"id":"https://openalex.org/C161176658","wikidata":"https://www.wikidata.org/wiki/Q131656","display_name":"Pesticide","level":2,"score":0.45327508449554443},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.06796911358833313},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.06760662794113159},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2025.3553384","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3553384","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:ac66844a75104d0896e8b4f1c39cef45","is_oa":true,"landing_page_url":"https://doaj.org/article/ac66844a75104d0896e8b4f1c39cef45","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,"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":"IEEE Access, Vol 13, Pp 55701-55711 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2025.3553384","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3553384","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.8299999833106995,"display_name":"Zero hunger","id":"https://metadata.un.org/sdg/2"}],"awards":[{"id":"https://openalex.org/G4033224019","display_name":null,"funder_award_id":"24KJA540001","funder_id":"https://openalex.org/F4320336600","funder_display_name":"Major Project of Philosophy and Social Science Research in Colleges and Universities of Jiangsu Province"}],"funders":[{"id":"https://openalex.org/F4320336600","display_name":"Major Project of Philosophy and Social Science Research in Colleges and Universities of Jiangsu Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W2966392392","https://openalex.org/W3005383134","https://openalex.org/W3013561710","https://openalex.org/W3177207586","https://openalex.org/W3208544874","https://openalex.org/W4205429872","https://openalex.org/W4226136678","https://openalex.org/W4281493425","https://openalex.org/W4300003512","https://openalex.org/W4308764412","https://openalex.org/W4311435800","https://openalex.org/W4313830052","https://openalex.org/W4317434790","https://openalex.org/W4318473311","https://openalex.org/W4328106151","https://openalex.org/W4375944966","https://openalex.org/W4379376709","https://openalex.org/W4383910297","https://openalex.org/W4385704330","https://openalex.org/W4387040760","https://openalex.org/W4388526445","https://openalex.org/W4391097175","https://openalex.org/W4392387811","https://openalex.org/W4401802722","https://openalex.org/W4401865471","https://openalex.org/W4402467478","https://openalex.org/W4403008638","https://openalex.org/W4403312015","https://openalex.org/W6923083478"],"related_works":["https://openalex.org/W2072166414","https://openalex.org/W3209970181","https://openalex.org/W2060875994","https://openalex.org/W3034375524","https://openalex.org/W4230131218","https://openalex.org/W2404757046","https://openalex.org/W2070598848","https://openalex.org/W2019190440","https://openalex.org/W3034864990","https://openalex.org/W2343470940"],"abstract_inverted_index":{"This":[0,212],"study":[1],"addresses":[2],"the":[3,32,45,124,192,198,204,219],"issue":[4],"of":[5,9,44,56,177,183,200,206,222],"rapid,":[6],"non-destructive":[7],"detection":[8,132,210,221],"pesticide":[10,170,223],"residues":[11,224],"in":[12,169,225],"black":[13,37,226],"vegetable":[14,38],"(Brassica":[15],"narinosa":[16],"L.H.":[17],"Bailey)":[18],"by":[19],"proposing":[20],"a":[21,69,180],"multi-classifier":[22,125,156],"entropy":[23,33,113,126,157,193],"weighted":[24,127,158],"method":[25,115,128,159,195,213],"algorithm":[26,129,160],"that":[27,139],"combines":[28],"hyperspectral":[29,70,187],"technology":[30],"and":[31,52,60,92,107,134,149,165,179,191,208],"weight":[34,114,194],"method.":[35],"10":[36],"samples":[39],"were":[40,66,96,99],"sprayed":[41],"with":[42],"each":[43,201],"four":[46],"different":[47],"pesticides":[48],"(trichlorfon,":[49],"propargite,":[50],"cypermethrin,":[51],"imidacloprid)":[53],"at":[54],"concentrations":[55],"0.10,":[57],"2.00,":[58],"0.20,":[59],"2.00":[61],"mg/kg,":[62],"respectively.":[63],"Hyperspectral":[64],"data":[65],"acquired":[67],"using":[68,101],"imaging":[71],"system.":[72],"Savitzky-Golay":[73],"convolutional":[74],"smoothing":[75],"was":[76,116],"used":[77,118],"for":[78,218],"spectral":[79],"preprocessing.":[80],"Three":[81],"dimensionality":[82,153],"reduction":[83],"techniques,":[84],"competitive":[85,140],"adaptive":[86,141],"reweighted":[87,142],"sampling,":[88],"random":[89,105],"frog":[90],"leaping,":[91],"successive":[93],"projections":[94],"algorithm,":[95],"compared.":[97],"Models":[98],"built":[100],"eXtreme":[102],"gradient":[103],"boosting,":[104],"forest,":[106],"support":[108],"vector":[109],"machine":[110,189],"algorithms.":[111],"The":[112,155],"then":[117],"to":[119,130],"optimize":[120],"model":[121],"weights,":[122],"developing":[123],"improve":[131],"accuracy":[133,148,176],"robustness.":[135],"Experimental":[136],"results":[137],"show":[138],"sampling":[143],"significantly":[144],"improved":[145],"overall":[146,175],"classification":[147],"Kappa":[150,181],"coefficient":[151,182],"after":[152],"reduction.":[154],"outperformed":[161],"both":[162],"single":[163],"classifiers":[164],"other":[166],"fusion":[167],"algorithms":[168],"residue":[171],"detection,":[172],"achieving":[173],"an":[174,215],"94.20%":[178],"0.93.":[184],"Thus,":[185],"integrating":[186],"technology,":[188],"learning,":[190],"effectively":[196],"leverages":[197],"strengths":[199],"classifier,":[202],"overcoming":[203],"\u201ccurse":[205],"dimensionality\u201d":[207],"improving":[209],"accuracy.":[211],"offers":[214],"effective":[216],"solution":[217],"rapid":[220],"vegetable.":[227]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":4}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
