{"id":"https://openalex.org/W2285591438","doi":"https://doi.org/10.1007/978-3-642-54344-9_31","title":"Application of LS-SVM and Variable Selection Methods on Predicting SSC of Nanfeng Mandarin Fruit","display_name":"Application of LS-SVM and Variable Selection Methods on Predicting SSC of Nanfeng Mandarin Fruit","publication_year":2014,"publication_date":"2014-01-01","ids":{"openalex":"https://openalex.org/W2285591438","doi":"https://doi.org/10.1007/978-3-642-54344-9_31","mag":"2285591438"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-54344-9_31","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-642-54344-9_31","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-642-54344-9_31.pdf","source":{"id":"https://openalex.org/S4210185096","display_name":"IFIP advances in information and communication technology","issn_l":"1868-422X","issn":["1868-422X","1868-4238"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IFIP Advances in Information and Communication Technology","raw_type":"book-chapter"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1007/978-3-642-54344-9_31.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5029467943","display_name":"Tong Sun","orcid":"https://orcid.org/0000-0002-0982-1986"},"institutions":[{"id":"https://openalex.org/I74837319","display_name":"Jiangxi Agricultural University","ror":"https://ror.org/00dc7s858","country_code":"CN","type":"education","lineage":["https://openalex.org/I74837319"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tong Sun","raw_affiliation_strings":["College of Engineering, Jiangxi Agricultural University, 1225 Zhimin Street, 310045, Nanchang, P.R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Engineering, Jiangxi Agricultural University, 1225 Zhimin Street, 310045, Nanchang, P.R. China","institution_ids":["https://openalex.org/I74837319"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110276299","display_name":"Wenli Xu","orcid":null},"institutions":[{"id":"https://openalex.org/I74837319","display_name":"Jiangxi Agricultural University","ror":"https://ror.org/00dc7s858","country_code":"CN","type":"education","lineage":["https://openalex.org/I74837319"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenli Xu","raw_affiliation_strings":["College of Engineering, Jiangxi Agricultural University, 1225 Zhimin Street, 310045, Nanchang, P.R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Engineering, Jiangxi Agricultural University, 1225 Zhimin Street, 310045, Nanchang, P.R. China","institution_ids":["https://openalex.org/I74837319"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101646959","display_name":"Tian Hu","orcid":"https://orcid.org/0000-0003-0693-8406"},"institutions":[{"id":"https://openalex.org/I74837319","display_name":"Jiangxi Agricultural University","ror":"https://ror.org/00dc7s858","country_code":"CN","type":"education","lineage":["https://openalex.org/I74837319"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tian Hu","raw_affiliation_strings":["College of Engineering, Jiangxi Agricultural University, 1225 Zhimin Street, 310045, Nanchang, P.R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Engineering, Jiangxi Agricultural University, 1225 Zhimin Street, 310045, Nanchang, P.R. China","institution_ids":["https://openalex.org/I74837319"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101676981","display_name":"Muhua Liu","orcid":"https://orcid.org/0000-0002-8699-6667"},"institutions":[{"id":"https://openalex.org/I74837319","display_name":"Jiangxi Agricultural University","ror":"https://ror.org/00dc7s858","country_code":"CN","type":"education","lineage":["https://openalex.org/I74837319"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Muhua Liu","raw_affiliation_strings":["College of Engineering, Jiangxi Agricultural University, 1225 Zhimin Street, 310045, Nanchang, P.R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Engineering, Jiangxi Agricultural University, 1225 Zhimin Street, 310045, Nanchang, P.R. China","institution_ids":["https://openalex.org/I74837319"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I74837319"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.24151967,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"249","last_page":"262"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9997000098228455,"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":0.9997000098228455,"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/T14249","display_name":"Water Quality Monitoring and Analysis","score":0.980400025844574,"subfield":{"id":"https://openalex.org/subfields/2311","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10333","display_name":"Meat and Animal Product Quality","score":0.929099977016449,"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/feature-selection","display_name":"Feature selection","score":0.7619526386260986},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.7040699124336243},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.6308528184890747},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.5439202785491943},{"id":"https://openalex.org/keywords/calibration","display_name":"Calibration","score":0.5315247178077698},{"id":"https://openalex.org/keywords/partial-least-squares-regression","display_name":"Partial least squares regression","score":0.5043691396713257},{"id":"https://openalex.org/keywords/variable","display_name":"Variable (mathematics)","score":0.4932639002799988},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.49015292525291443},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.4547322690486908},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.436825692653656},{"id":"https://openalex.org/keywords/radial-basis-function","display_name":"Radial basis function","score":0.41391295194625854},{"id":"https://openalex.org/keywords/variable-elimination","display_name":"Variable elimination","score":0.4116653501987457},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.40908917784690857},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.37325429916381836},{"id":"https://openalex.org/keywords/biological-system","display_name":"Biological system","score":0.3235452175140381},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.31558293104171753},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.22909310460090637},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.20399776101112366},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.10205453634262085}],"concepts":[{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.7619526386260986},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.7040699124336243},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.6308528184890747},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.5439202785491943},{"id":"https://openalex.org/C165838908","wikidata":"https://www.wikidata.org/wiki/Q736777","display_name":"Calibration","level":2,"score":0.5315247178077698},{"id":"https://openalex.org/C22354355","wikidata":"https://www.wikidata.org/wiki/Q422009","display_name":"Partial least squares regression","level":2,"score":0.5043691396713257},{"id":"https://openalex.org/C182365436","wikidata":"https://www.wikidata.org/wiki/Q50701","display_name":"Variable (mathematics)","level":2,"score":0.4932639002799988},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.49015292525291443},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.4547322690486908},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.436825692653656},{"id":"https://openalex.org/C98856871","wikidata":"https://www.wikidata.org/wiki/Q1588488","display_name":"Radial basis function","level":3,"score":0.41391295194625854},{"id":"https://openalex.org/C169272836","wikidata":"https://www.wikidata.org/wiki/Q5668307","display_name":"Variable elimination","level":3,"score":0.4116653501987457},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.40908917784690857},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.37325429916381836},{"id":"https://openalex.org/C186060115","wikidata":"https://www.wikidata.org/wiki/Q30336093","display_name":"Biological system","level":1,"score":0.3235452175140381},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.31558293104171753},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.22909310460090637},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.20399776101112366},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.10205453634262085},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-642-54344-9_31","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-642-54344-9_31","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-642-54344-9_31.pdf","source":{"id":"https://openalex.org/S4210185096","display_name":"IFIP advances in information and communication technology","issn_l":"1868-422X","issn":["1868-422X","1868-4238"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IFIP Advances in Information and Communication Technology","raw_type":"book-chapter"},{"id":"pmh:oai:HAL:hal-01220926v1","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-01220926","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"7th International Conference on Computer and Computing Technologies in Agriculture (CCTA), Sep 2013, Beijing, China. pp.249-262, &#x27E8;10.1007/978-3-642-54344-9_31&#x27E9;","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"doi:10.1007/978-3-642-54344-9_31","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-642-54344-9_31","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-642-54344-9_31.pdf","source":{"id":"https://openalex.org/S4210185096","display_name":"IFIP advances in information and communication technology","issn_l":"1868-422X","issn":["1868-422X","1868-4238"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IFIP Advances in Information and Communication Technology","raw_type":"book-chapter"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320334924","display_name":"Program for New Century Excellent Talents in University","ror":"https://ror.org/01mv9t934"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2285591438.pdf","grobid_xml":"https://content.openalex.org/works/W2285591438.grobid-xml"},"referenced_works_count":28,"referenced_works":["https://openalex.org/W3192310","https://openalex.org/W1496317909","https://openalex.org/W1974980064","https://openalex.org/W1978184510","https://openalex.org/W1982755765","https://openalex.org/W1985707007","https://openalex.org/W1997270149","https://openalex.org/W1999586549","https://openalex.org/W2001179019","https://openalex.org/W2003210850","https://openalex.org/W2011293742","https://openalex.org/W2018606140","https://openalex.org/W2025896325","https://openalex.org/W2034624309","https://openalex.org/W2034948435","https://openalex.org/W2040104179","https://openalex.org/W2043187496","https://openalex.org/W2054934498","https://openalex.org/W2064152727","https://openalex.org/W2083634029","https://openalex.org/W2084169316","https://openalex.org/W2084649778","https://openalex.org/W2085413556","https://openalex.org/W2085485330","https://openalex.org/W2090373554","https://openalex.org/W2117151622","https://openalex.org/W2460968207","https://openalex.org/W4301501800"],"related_works":["https://openalex.org/W2047610499","https://openalex.org/W2073566205","https://openalex.org/W2387140374","https://openalex.org/W2437021460","https://openalex.org/W3025059132","https://openalex.org/W2341468012","https://openalex.org/W2908982131","https://openalex.org/W2413732803","https://openalex.org/W4384558592","https://openalex.org/W2258273070"],"abstract_inverted_index":null,"counts_by_year":[{"year":2018,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
