{"id":"https://openalex.org/W1881188068","doi":"https://doi.org/10.1007/978-3-540-77018-3_22","title":"On the Number of Partial Least Squares Components in Dimension Reduction for Tumor Classification","display_name":"On the Number of Partial Least Squares Components in Dimension Reduction for Tumor Classification","publication_year":2007,"publication_date":"2007-11-26","ids":{"openalex":"https://openalex.org/W1881188068","doi":"https://doi.org/10.1007/978-3-540-77018-3_22","mag":"1881188068"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-540-77018-3_22","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-77018-3_22","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5111489537","display_name":"Xue-Qiang Zeng","orcid":null},"institutions":[{"id":"https://openalex.org/I141649914","display_name":"Nanchang University","ror":"https://ror.org/042v6xz23","country_code":"CN","type":"education","lineage":["https://openalex.org/I141649914"]},{"id":"https://openalex.org/I141962983","display_name":"Shanghai University of Engineering Science","ror":"https://ror.org/0557b9y08","country_code":"CN","type":"education","lineage":["https://openalex.org/I141962983"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xue-Qiang Zeng","raw_affiliation_strings":["Computer Center, Nanchang University, Nanchang 330006, China","School of Computer Engineering & Science, Shanghai University, Shanghai 200072, China"],"affiliations":[{"raw_affiliation_string":"Computer Center, Nanchang University, Nanchang 330006, China","institution_ids":["https://openalex.org/I141649914"]},{"raw_affiliation_string":"School of Computer Engineering & Science, Shanghai University, Shanghai 200072, China","institution_ids":["https://openalex.org/I141962983"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089711319","display_name":"Guozheng Li","orcid":"https://orcid.org/0000-0001-5568-0347"},"institutions":[{"id":"https://openalex.org/I141962983","display_name":"Shanghai University of Engineering Science","ror":"https://ror.org/0557b9y08","country_code":"CN","type":"education","lineage":["https://openalex.org/I141962983"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guo-Zheng Li","raw_affiliation_strings":["School of Computer Engineering & Science, Shanghai University, Shanghai 200072, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Engineering & Science, Shanghai University, Shanghai 200072, China","institution_ids":["https://openalex.org/I141962983"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112128355","display_name":"Gengfeng Wu","orcid":null},"institutions":[{"id":"https://openalex.org/I141962983","display_name":"Shanghai University of Engineering Science","ror":"https://ror.org/0557b9y08","country_code":"CN","type":"education","lineage":["https://openalex.org/I141962983"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Geng-Feng Wu","raw_affiliation_strings":["School of Computer Engineering & Science, Shanghai University, Shanghai 200072, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Engineering & Science, Shanghai University, Shanghai 200072, China","institution_ids":["https://openalex.org/I141962983"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111388110","display_name":"Hua-Xing Zou","orcid":null},"institutions":[{"id":"https://openalex.org/I141649914","display_name":"Nanchang University","ror":"https://ror.org/042v6xz23","country_code":"CN","type":"education","lineage":["https://openalex.org/I141649914"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hua-Xing Zou","raw_affiliation_strings":["Computer Center, Nanchang University, Nanchang 330006, China"],"affiliations":[{"raw_affiliation_string":"Computer Center, Nanchang University, Nanchang 330006, China","institution_ids":["https://openalex.org/I141649914"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5111489537"],"corresponding_institution_ids":["https://openalex.org/I141649914","https://openalex.org/I141962983"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":2.7398,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.90427086,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"206","last_page":"217"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"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"}},"topics":[{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"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/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9930999875068665,"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/T10057","display_name":"Face and Expression Recognition","score":0.9550999999046326,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer 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":0.9116883277893066},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.8515346050262451},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.7528796195983887},{"id":"https://openalex.org/keywords/dimension","display_name":"Dimension (graph theory)","score":0.6167248487472534},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.5512422919273376},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5318927764892578},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5165790319442749},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.5006113052368164},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.4906121790409088},{"id":"https://openalex.org/keywords/latent-variable","display_name":"Latent variable","score":0.4894360601902008},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.46028581261634827},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.45679476857185364},{"id":"https://openalex.org/keywords/regression-analysis","display_name":"Regression analysis","score":0.4511966407299042},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.40031933784484863},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.38825440406799316},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.34688907861709595}],"concepts":[{"id":"https://openalex.org/C22354355","wikidata":"https://www.wikidata.org/wiki/Q422009","display_name":"Partial least squares regression","level":2,"score":0.9116883277893066},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.8515346050262451},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.7528796195983887},{"id":"https://openalex.org/C33676613","wikidata":"https://www.wikidata.org/wiki/Q13415176","display_name":"Dimension (graph theory)","level":2,"score":0.6167248487472534},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.5512422919273376},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5318927764892578},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5165790319442749},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.5006113052368164},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.4906121790409088},{"id":"https://openalex.org/C51167844","wikidata":"https://www.wikidata.org/wiki/Q4422623","display_name":"Latent variable","level":2,"score":0.4894360601902008},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.46028581261634827},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.45679476857185364},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.4511966407299042},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.40031933784484863},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.38825440406799316},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.34688907861709595},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-540-77018-3_22","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-77018-3_22","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.93.748","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.93.748","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://cs1.shu.edu.cn/gzli/publication/biodm07.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1524460809","https://openalex.org/W1966701961","https://openalex.org/W2015961513","https://openalex.org/W2035038244","https://openalex.org/W2053738319","https://openalex.org/W2073503722","https://openalex.org/W2087684630","https://openalex.org/W2107956883","https://openalex.org/W2109363337","https://openalex.org/W2113847750","https://openalex.org/W2121923468","https://openalex.org/W2127782890","https://openalex.org/W2128985829","https://openalex.org/W2133199783","https://openalex.org/W2152393933","https://openalex.org/W2160333357","https://openalex.org/W2164583936","https://openalex.org/W2166446427","https://openalex.org/W2167689714","https://openalex.org/W2168117806"],"related_works":["https://openalex.org/W1989457222","https://openalex.org/W2158863190","https://openalex.org/W3176621072","https://openalex.org/W2770989956","https://openalex.org/W2359803370","https://openalex.org/W4386765169","https://openalex.org/W2137225583","https://openalex.org/W2156897583","https://openalex.org/W2429686810","https://openalex.org/W2371059786"],"abstract_inverted_index":null,"counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
