{"id":"https://openalex.org/W1591518293","doi":"https://doi.org/10.1007/978-1-4419-0213-9_17","title":"A COMPARISON OF LINEAR REGRESSION METHODS FORTHE DETECTION OF APPLE INTERNAL QUALITY BY NEARINFRARED SPECTROSCOPY","display_name":"A COMPARISON OF LINEAR REGRESSION METHODS FORTHE DETECTION OF APPLE INTERNAL QUALITY BY NEARINFRARED SPECTROSCOPY","publication_year":2009,"publication_date":"2009-01-01","ids":{"openalex":"https://openalex.org/W1591518293","doi":"https://doi.org/10.1007/978-1-4419-0213-9_17","mag":"1591518293"},"language":"en","primary_location":{"id":"doi:10.1007/978-1-4419-0213-9_17","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-1-4419-0213-9_17","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-1-4419-0213-9_17.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":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1007/978-1-4419-0213-9_17.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100923413","display_name":"Dazhou Zhu","orcid":"https://orcid.org/0009-0001-6029-0121"},"institutions":[{"id":"https://openalex.org/I52158045","display_name":"China Agricultural University","ror":"https://ror.org/04v3ywz14","country_code":"CN","type":"education","lineage":["https://openalex.org/I52158045"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Dazhou Zhu","raw_affiliation_strings":["College of Food Science and Nutritional Engineering, China Agricultural University, Beijing, 100083, China","China Agricultural University"],"affiliations":[{"raw_affiliation_string":"College of Food Science and Nutritional Engineering, China Agricultural University, Beijing, 100083, China","institution_ids":["https://openalex.org/I52158045"]},{"raw_affiliation_string":"China Agricultural University","institution_ids":["https://openalex.org/I52158045"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057789660","display_name":"Baoping Ji","orcid":"https://orcid.org/0000-0003-3681-0083"},"institutions":[{"id":"https://openalex.org/I52158045","display_name":"China Agricultural University","ror":"https://ror.org/04v3ywz14","country_code":"CN","type":"education","lineage":["https://openalex.org/I52158045"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Baoping Ji","raw_affiliation_strings":["College of Food Science and Nutritional Engineering, China Agricultural University, Beijing, 100083, China","China Agricultural University"],"affiliations":[{"raw_affiliation_string":"College of Food Science and Nutritional Engineering, China Agricultural University, Beijing, 100083, China","institution_ids":["https://openalex.org/I52158045"]},{"raw_affiliation_string":"China Agricultural University","institution_ids":["https://openalex.org/I52158045"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112591060","display_name":"Chaoying Meng","orcid":null},"institutions":[{"id":"https://openalex.org/I52158045","display_name":"China Agricultural University","ror":"https://ror.org/04v3ywz14","country_code":"CN","type":"education","lineage":["https://openalex.org/I52158045"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chaoying Meng","raw_affiliation_strings":["College of Information and Electrical Engineering, China Agricultural University, Beijing, 100083, China","China Agricultural University"],"affiliations":[{"raw_affiliation_string":"College of Information and Electrical Engineering, China Agricultural University, Beijing, 100083, China","institution_ids":["https://openalex.org/I52158045"]},{"raw_affiliation_string":"China Agricultural University","institution_ids":["https://openalex.org/I52158045"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037505536","display_name":"Bolin Shi","orcid":"https://orcid.org/0000-0001-7964-3129"},"institutions":[{"id":"https://openalex.org/I4210146077","display_name":"China National Institute of Standardization","ror":"https://ror.org/03qzxj964","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210146077"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bolin Shi","raw_affiliation_strings":["Institute of Food and Agriculture Standardization, China National Institute of Standardization, Beijing, 100088, China","China National Institute of Standardization"],"affiliations":[{"raw_affiliation_string":"Institute of Food and Agriculture Standardization, China National Institute of Standardization, Beijing, 100088, China","institution_ids":["https://openalex.org/I4210146077"]},{"raw_affiliation_string":"China National Institute of Standardization","institution_ids":["https://openalex.org/I4210146077"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001756718","display_name":"Zhenhua Tu","orcid":null},"institutions":[{"id":"https://openalex.org/I52158045","display_name":"China Agricultural University","ror":"https://ror.org/04v3ywz14","country_code":"CN","type":"education","lineage":["https://openalex.org/I52158045"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhenhua Tu","raw_affiliation_strings":["College of Food Science and Nutritional Engineering, China Agricultural University, Beijing, 100083, China","China Agricultural University"],"affiliations":[{"raw_affiliation_string":"College of Food Science and Nutritional Engineering, China Agricultural University, Beijing, 100083, China","institution_ids":["https://openalex.org/I52158045"]},{"raw_affiliation_string":"China Agricultural University","institution_ids":["https://openalex.org/I52158045"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073457772","display_name":"Zhaoshen Qing","orcid":null},"institutions":[{"id":"https://openalex.org/I52158045","display_name":"China Agricultural University","ror":"https://ror.org/04v3ywz14","country_code":"CN","type":"education","lineage":["https://openalex.org/I52158045"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhaoshen Qing","raw_affiliation_strings":["College of Food Science and Nutritional Engineering, China Agricultural University, Beijing, 100083, China","China Agricultural University"],"affiliations":[{"raw_affiliation_string":"College of Food Science and Nutritional Engineering, China Agricultural University, Beijing, 100083, China","institution_ids":["https://openalex.org/I52158045"]},{"raw_affiliation_string":"China Agricultural University","institution_ids":["https://openalex.org/I52158045"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5100923413"],"corresponding_institution_ids":["https://openalex.org/I52158045"],"apc_list":null,"apc_paid":null,"fwci":1.5873,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.86501901,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1671","last_page":"1680"},"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":0.977400004863739,"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/T14249","display_name":"Water Quality Monitoring and Analysis","score":0.9747999906539917,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/partial-least-squares-regression","display_name":"Partial least squares regression","score":0.7362794876098633},{"id":"https://openalex.org/keywords/outlier","display_name":"Outlier","score":0.6079050302505493},{"id":"https://openalex.org/keywords/principal-component-regression","display_name":"Principal component regression","score":0.6027486324310303},{"id":"https://openalex.org/keywords/calibration","display_name":"Calibration","score":0.5937252044677734},{"id":"https://openalex.org/keywords/linear-regression","display_name":"Linear regression","score":0.5836286544799805},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.538349986076355},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.48371222615242004},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.4597262740135193},{"id":"https://openalex.org/keywords/linear-model","display_name":"Linear model","score":0.4575125575065613},{"id":"https://openalex.org/keywords/linear-discriminant-analysis","display_name":"Linear discriminant analysis","score":0.441322386264801},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4311111867427826},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.4287051558494568},{"id":"https://openalex.org/keywords/multivariate-statistics","display_name":"Multivariate statistics","score":0.4219541847705841},{"id":"https://openalex.org/keywords/principal-component-analysis","display_name":"Principal component analysis","score":0.41771817207336426},{"id":"https://openalex.org/keywords/bayesian-multivariate-linear-regression","display_name":"Bayesian multivariate linear regression","score":0.41567370295524597},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.35492071509361267},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.29980504512786865}],"concepts":[{"id":"https://openalex.org/C22354355","wikidata":"https://www.wikidata.org/wiki/Q422009","display_name":"Partial least squares regression","level":2,"score":0.7362794876098633},{"id":"https://openalex.org/C79337645","wikidata":"https://www.wikidata.org/wiki/Q779824","display_name":"Outlier","level":2,"score":0.6079050302505493},{"id":"https://openalex.org/C74887250","wikidata":"https://www.wikidata.org/wiki/Q3455892","display_name":"Principal component regression","level":3,"score":0.6027486324310303},{"id":"https://openalex.org/C165838908","wikidata":"https://www.wikidata.org/wiki/Q736777","display_name":"Calibration","level":2,"score":0.5937252044677734},{"id":"https://openalex.org/C48921125","wikidata":"https://www.wikidata.org/wiki/Q10861030","display_name":"Linear regression","level":2,"score":0.5836286544799805},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.538349986076355},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.48371222615242004},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.4597262740135193},{"id":"https://openalex.org/C163175372","wikidata":"https://www.wikidata.org/wiki/Q3339222","display_name":"Linear model","level":2,"score":0.4575125575065613},{"id":"https://openalex.org/C69738355","wikidata":"https://www.wikidata.org/wiki/Q1228929","display_name":"Linear discriminant analysis","level":2,"score":0.441322386264801},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4311111867427826},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.4287051558494568},{"id":"https://openalex.org/C161584116","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate statistics","level":2,"score":0.4219541847705841},{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.41771817207336426},{"id":"https://openalex.org/C64946054","wikidata":"https://www.wikidata.org/wiki/Q4874476","display_name":"Bayesian multivariate linear regression","level":3,"score":0.41567370295524597},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.35492071509361267},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.29980504512786865},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-1-4419-0213-9_17","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-1-4419-0213-9_17","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-1-4419-0213-9_17.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"}],"best_oa_location":{"id":"doi:10.1007/978-1-4419-0213-9_17","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-1-4419-0213-9_17","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-1-4419-0213-9_17.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":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1591518293.pdf","grobid_xml":"https://content.openalex.org/works/W1591518293.grobid-xml"},"referenced_works_count":30,"referenced_works":["https://openalex.org/W1496317909","https://openalex.org/W1510053729","https://openalex.org/W1547653050","https://openalex.org/W1968553920","https://openalex.org/W1970019880","https://openalex.org/W1973253257","https://openalex.org/W1978089637","https://openalex.org/W1979704339","https://openalex.org/W1987077128","https://openalex.org/W1990571009","https://openalex.org/W1993928248","https://openalex.org/W1998621090","https://openalex.org/W2000868500","https://openalex.org/W2009192383","https://openalex.org/W2021123220","https://openalex.org/W2021873216","https://openalex.org/W2045960615","https://openalex.org/W2055563201","https://openalex.org/W2055817716","https://openalex.org/W2058701264","https://openalex.org/W2070723789","https://openalex.org/W2073739576","https://openalex.org/W2074346820","https://openalex.org/W2078231314","https://openalex.org/W2079369932","https://openalex.org/W2087370362","https://openalex.org/W2142829539","https://openalex.org/W2156909104","https://openalex.org/W4298008390","https://openalex.org/W4300021964"],"related_works":["https://openalex.org/W2468593193","https://openalex.org/W2981666789","https://openalex.org/W2037752115","https://openalex.org/W1966115210","https://openalex.org/W2042294628","https://openalex.org/W4396824786","https://openalex.org/W4229916583","https://openalex.org/W2013293448","https://openalex.org/W2770989956","https://openalex.org/W2124794399"],"abstract_inverted_index":null,"counts_by_year":[{"year":2014,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}