{"id":"https://openalex.org/W1987044372","doi":"https://doi.org/10.1109/icnc.2010.5583152","title":"On-line NIR predicting soluble solids content of intact pears combination with wavelet transform and support vector regression","display_name":"On-line NIR predicting soluble solids content of intact pears combination with wavelet transform and support vector regression","publication_year":2010,"publication_date":"2010-08-01","ids":{"openalex":"https://openalex.org/W1987044372","doi":"https://doi.org/10.1109/icnc.2010.5583152","mag":"1987044372"},"language":"en","primary_location":{"id":"doi:10.1109/icnc.2010.5583152","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icnc.2010.5583152","pdf_url":null,"source":{"id":"https://openalex.org/S4363608012","display_name":"2010 Sixth International Conference on Natural Computation","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 Sixth International Conference on Natural Computation","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5081054385","display_name":"Yande Liu","orcid":"https://orcid.org/0000-0003-2391-8765"},"institutions":[{"id":"https://openalex.org/I13985625","display_name":"East China Jiaotong University","ror":"https://ror.org/05x2f1m38","country_code":"CN","type":"education","lineage":["https://openalex.org/I13985625"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yan-de Liu","raw_affiliation_strings":["Institute of Optics-Mechanics-Electronics Technology and Application (OMETA), East China Jiao Tong University, Nanchang, China","Institute of Optics-Mechanics-Electronics Technology and Application (OMETA), East China Jiaotong University, Nanchang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Optics-Mechanics-Electronics Technology and Application (OMETA), East China Jiao Tong University, Nanchang, China","institution_ids":["https://openalex.org/I13985625"]},{"raw_affiliation_string":"Institute of Optics-Mechanics-Electronics Technology and Application (OMETA), East China Jiaotong University, Nanchang, China","institution_ids":["https://openalex.org/I13985625"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008939026","display_name":"Yuanyuan Pan","orcid":"https://orcid.org/0000-0003-2050-6829"},"institutions":[{"id":"https://openalex.org/I13985625","display_name":"East China Jiaotong University","ror":"https://ror.org/05x2f1m38","country_code":"CN","type":"education","lineage":["https://openalex.org/I13985625"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuan-yuan Pan","raw_affiliation_strings":["Institute of Optics-Mechanics-Electronics Technology and Application (OMETA), East China Jiao Tong University, Nanchang, China","Institute of Optics-Mechanics-Electronics Technology and Application (OMETA), East China Jiaotong University, Nanchang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Optics-Mechanics-Electronics Technology and Application (OMETA), East China Jiao Tong University, Nanchang, China","institution_ids":["https://openalex.org/I13985625"]},{"raw_affiliation_string":"Institute of Optics-Mechanics-Electronics Technology and Application (OMETA), East China Jiaotong University, Nanchang, China","institution_ids":["https://openalex.org/I13985625"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000782107","display_name":"Rongjie Gao","orcid":null},"institutions":[{"id":"https://openalex.org/I13985625","display_name":"East China Jiaotong University","ror":"https://ror.org/05x2f1m38","country_code":"CN","type":"education","lineage":["https://openalex.org/I13985625"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rong-jie Gao","raw_affiliation_strings":["Institute of Optics-Mechanics-Electronics Technology and Application (OMETA), East China Jiao Tong University, Nanchang, China","Institute of Optics-Mechanics-Electronics Technology and Application (OMETA), East China Jiaotong University, Nanchang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Optics-Mechanics-Electronics Technology and Application (OMETA), East China Jiao Tong University, Nanchang, China","institution_ids":["https://openalex.org/I13985625"]},{"raw_affiliation_string":"Institute of Optics-Mechanics-Electronics Technology and Application (OMETA), East China Jiaotong University, Nanchang, China","institution_ids":["https://openalex.org/I13985625"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007382298","display_name":"Xudong Sun","orcid":"https://orcid.org/0000-0001-6743-1348"},"institutions":[{"id":"https://openalex.org/I13985625","display_name":"East China Jiaotong University","ror":"https://ror.org/05x2f1m38","country_code":"CN","type":"education","lineage":["https://openalex.org/I13985625"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xu-dong Sun","raw_affiliation_strings":["Institute of Optics-Mechanics-Electronics Technology and Application (OMETA), East China Jiao Tong University, Nanchang, China","Institute of Optics-Mechanics-Electronics Technology and Application (OMETA), East China Jiaotong University, Nanchang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Optics-Mechanics-Electronics Technology and Application (OMETA), East China Jiao Tong University, Nanchang, China","institution_ids":["https://openalex.org/I13985625"]},{"raw_affiliation_string":"Institute of Optics-Mechanics-Electronics Technology and Application (OMETA), East China Jiaotong University, Nanchang, China","institution_ids":["https://openalex.org/I13985625"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066297433","display_name":"Aiguo Ouyang","orcid":"https://orcid.org/0000-0001-8480-6762"},"institutions":[{"id":"https://openalex.org/I13985625","display_name":"East China Jiaotong University","ror":"https://ror.org/05x2f1m38","country_code":"CN","type":"education","lineage":["https://openalex.org/I13985625"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ai-guo Ouyang","raw_affiliation_strings":["Institute of Optics-Mechanics-Electronics Technology and Application (OMETA), East China Jiao Tong University, Nanchang, China","Institute of Optics-Mechanics-Electronics Technology and Application (OMETA), East China Jiaotong University, Nanchang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Optics-Mechanics-Electronics Technology and Application (OMETA), East China Jiao Tong University, Nanchang, China","institution_ids":["https://openalex.org/I13985625"]},{"raw_affiliation_string":"Institute of Optics-Mechanics-Electronics Technology and Application (OMETA), East China Jiaotong University, Nanchang, China","institution_ids":["https://openalex.org/I13985625"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100313019","display_name":"Xiaoling Dong","orcid":null},"institutions":[{"id":"https://openalex.org/I53592917","display_name":"Jiangxi Normal University","ror":"https://ror.org/05nkgk822","country_code":"CN","type":"education","lineage":["https://openalex.org/I53592917"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiao-ling Dong","raw_affiliation_strings":["Foreign Languages College, Jiangxi Normal University, Nanchang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Foreign Languages College, Jiangxi Normal University, Nanchang, China","institution_ids":["https://openalex.org/I53592917"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"47","issue":null,"first_page":"461","last_page":"465"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9998999834060669,"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":0.9998999834060669,"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/T11324","display_name":"Spectroscopy Techniques in Biomedical and Chemical Research","score":0.9825999736785889,"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"}},{"id":"https://openalex.org/T10333","display_name":"Meat and Animal Product Quality","score":0.9678999781608582,"subfield":{"id":"https://openalex.org/subfields/1103","display_name":"Animal Science and Zoology"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/partial-least-squares-regression","display_name":"Partial least squares regression","score":0.6810356378555298},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.6793463230133057},{"id":"https://openalex.org/keywords/calibration","display_name":"Calibration","score":0.6154253482818604},{"id":"https://openalex.org/keywords/wavelet-transform","display_name":"Wavelet transform","score":0.5755563378334045},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.5415419340133667},{"id":"https://openalex.org/keywords/content","display_name":"Content (measure theory)","score":0.5203992128372192},{"id":"https://openalex.org/keywords/wavelet","display_name":"Wavelet","score":0.4926837086677551},{"id":"https://openalex.org/keywords/analytical-chemistry","display_name":"Analytical Chemistry (journal)","score":0.4611767530441284},{"id":"https://openalex.org/keywords/spectral-line","display_name":"Spectral line","score":0.42049339413642883},{"id":"https://openalex.org/keywords/derivative","display_name":"Derivative (finance)","score":0.4119471609592438},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.39607730507850647},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3924809992313385},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3694661259651184},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.27158135175704956},{"id":"https://openalex.org/keywords/chromatography","display_name":"Chromatography","score":0.19554907083511353},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.19472482800483704},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.12329444289207458},{"id":"https://openalex.org/keywords/mathematical-analysis","display_name":"Mathematical analysis","score":0.10227072238922119}],"concepts":[{"id":"https://openalex.org/C22354355","wikidata":"https://www.wikidata.org/wiki/Q422009","display_name":"Partial least squares regression","level":2,"score":0.6810356378555298},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6793463230133057},{"id":"https://openalex.org/C165838908","wikidata":"https://www.wikidata.org/wiki/Q736777","display_name":"Calibration","level":2,"score":0.6154253482818604},{"id":"https://openalex.org/C196216189","wikidata":"https://www.wikidata.org/wiki/Q2867","display_name":"Wavelet transform","level":3,"score":0.5755563378334045},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.5415419340133667},{"id":"https://openalex.org/C2778152352","wikidata":"https://www.wikidata.org/wiki/Q5165061","display_name":"Content (measure theory)","level":2,"score":0.5203992128372192},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.4926837086677551},{"id":"https://openalex.org/C113196181","wikidata":"https://www.wikidata.org/wiki/Q485223","display_name":"Analytical Chemistry (journal)","level":2,"score":0.4611767530441284},{"id":"https://openalex.org/C4839761","wikidata":"https://www.wikidata.org/wiki/Q212111","display_name":"Spectral line","level":2,"score":0.42049339413642883},{"id":"https://openalex.org/C111771559","wikidata":"https://www.wikidata.org/wiki/Q66295","display_name":"Derivative (finance)","level":2,"score":0.4119471609592438},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.39607730507850647},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3924809992313385},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3694661259651184},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.27158135175704956},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"score":0.19554907083511353},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.19472482800483704},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.12329444289207458},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.10227072238922119},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C106159729","wikidata":"https://www.wikidata.org/wiki/Q2294553","display_name":"Financial economics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icnc.2010.5583152","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icnc.2010.5583152","pdf_url":null,"source":{"id":"https://openalex.org/S4363608012","display_name":"2010 Sixth International Conference on Natural Computation","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 Sixth International Conference on Natural Computation","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W599086071","https://openalex.org/W1496317909","https://openalex.org/W1596717185","https://openalex.org/W1978184510","https://openalex.org/W1996529215","https://openalex.org/W2018606140","https://openalex.org/W2021722152","https://openalex.org/W2025476775","https://openalex.org/W2051944536","https://openalex.org/W2057229137","https://openalex.org/W2071816567","https://openalex.org/W2075748158","https://openalex.org/W2080623760","https://openalex.org/W2083923958","https://openalex.org/W2095322308","https://openalex.org/W2100786059","https://openalex.org/W2110309630","https://openalex.org/W2118855994","https://openalex.org/W2119005014","https://openalex.org/W2121133235","https://openalex.org/W2124268370","https://openalex.org/W2131248453","https://openalex.org/W2144770494","https://openalex.org/W2148603752","https://openalex.org/W2156909104","https://openalex.org/W4302311470","https://openalex.org/W6656599126"],"related_works":["https://openalex.org/W1989457222","https://openalex.org/W2158863190","https://openalex.org/W2090763504","https://openalex.org/W2770989956","https://openalex.org/W2359803370","https://openalex.org/W2382174632","https://openalex.org/W4386765169","https://openalex.org/W2129959498","https://openalex.org/W4395700389","https://openalex.org/W2077021924"],"abstract_inverted_index":{"The":[0,67,128],"objective":[1],"of":[2,11,31,40,46,75,117,121,146],"this":[3],"paper":[4],"was":[5,110],"to":[6,112],"predicting":[7,144],"soluble":[8],"solids":[9],"content":[10],"intact":[12,147],"pears":[13,33,48],"using":[14,124],"on-line":[15],"near-infrared":[16],"spectroscopy":[17],"(NIRS)":[18],"combination":[19],"with":[20,71,101,115,134],"wavelet":[21,89],"transform":[22,90],"(WT)":[23],"and":[24,61,88,96,119],"least":[25,93],"squares-support":[26],"vector":[27],"machine":[28],"(LS-SVM).":[29],"Spectra":[30],"200":[32],"were":[34,53,69,99],"collected":[35],"in":[36,143],"the":[37,44,72,102,107],"wavelength":[38],"range":[39],"840~950":[41],"nm":[42],"at":[43],"speed":[45],"5":[47],"per":[49],"second.":[50],"All":[51],"samples":[52],"divided":[54],"into":[55],"two":[56],"sets:":[57],"calibration":[58],"set":[59,63],"(n=150)":[60],"validation":[62],"(n":[64],"=":[65],"50).":[66],"spectra":[68],"pretreated":[70],"preprocessing":[73],"method":[74,142],"multiplicative":[76],"scatter":[77],"correction":[78],"(MSC),":[79],"first":[80],"derivative":[81,85],"(1st":[82],"D),":[83],"second":[84],"(2nd":[86],"D)":[87],"(WT).":[91],"Partial":[92],"squares":[94],"(PLS)":[95],"LS-SVM":[97,108,132],"models":[98],"developed":[100],"treated":[103,126],"spectra.":[104,127],"By":[105],"comparison":[106],"model":[109],"super":[111],"PLS":[113],"ones":[114],"r":[116],"0.87":[118],"RMSEP":[120],"0.":[122],"43oBrix":[123],"WT":[125,135],"results":[129],"indicated":[130],"that":[131],"combined":[133],"could":[136],"be":[137],"utilized":[138],"as":[139],"a":[140],"precision":[141],"SSC":[145],"pears.":[148]},"counts_by_year":[{"year":2017,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
