{"id":"https://openalex.org/W1597303045","doi":"https://doi.org/10.1023/a:1024274801715","title":"Projection techniques for nonlinear principal component analysis","display_name":"Projection techniques for nonlinear principal component analysis","publication_year":2003,"publication_date":"2003-08-01","ids":{"openalex":"https://openalex.org/W1597303045","doi":"https://doi.org/10.1023/a:1024274801715","mag":"1597303045"},"language":"en","primary_location":{"id":"doi:10.1023/a:1024274801715","is_oa":false,"landing_page_url":"https://doi.org/10.1023/a:1024274801715","pdf_url":null,"source":{"id":"https://openalex.org/S5437875","display_name":"Statistics and Computing","issn_l":"0960-3174","issn":["0960-3174","1573-1375"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Statistics and Computing","raw_type":"journal-article"},"type":"article","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/A5078147034","display_name":"Richard J. Bolton","orcid":null},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Richard J. Bolton","raw_affiliation_strings":["Department of Mathematics, South Kesington Campus, Imperial College London, London, SW7 2AZ, UK"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics, South Kesington Campus, Imperial College London, London, SW7 2AZ, UK","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033380454","display_name":"David J. Hand","orcid":"https://orcid.org/0000-0002-4649-5622"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"David J. Hand","raw_affiliation_strings":["Department of Mathematics, South Kesington Campus, Imperial College London, London, SW7 2AZ, UK"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics, South Kesington Campus, Imperial College London, London, SW7 2AZ, UK","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103464219","display_name":"Andrew R. Webb","orcid":null},"institutions":[{"id":"https://openalex.org/I173869447","display_name":"Qinetiq (United Kingdom)","ror":"https://ror.org/02f60yb64","country_code":"GB","type":"company","lineage":["https://openalex.org/I173869447"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Andrew R. Webb","raw_affiliation_strings":["QinetiQ, St. Andrews Road, Malvern, Worcs, WR14 3PS, UK","QinetiQ, St Andrews Road, Malvern, Worcs WR14 3PS, UK"],"affiliations":[{"raw_affiliation_string":"QinetiQ, St. Andrews Road, Malvern, Worcs, WR14 3PS, UK","institution_ids":["https://openalex.org/I173869447"]},{"raw_affiliation_string":"QinetiQ, St Andrews Road, Malvern, Worcs WR14 3PS, UK","institution_ids":["https://openalex.org/I173869447"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5078147034"],"corresponding_institution_ids":["https://openalex.org/I47508984"],"apc_list":{"value":2090,"currency":"EUR","value_usd":2690},"apc_paid":null,"fwci":1.2911,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.75,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":"13","issue":"3","first_page":"267","last_page":"276"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9994999766349792,"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":0.9994999766349792,"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/T11447","display_name":"Blind Source Separation Techniques","score":0.9940999746322632,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"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":0.9882000088691711,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/principal-component-analysis","display_name":"Principal component analysis","score":0.8021525144577026},{"id":"https://openalex.org/keywords/linear-subspace","display_name":"Linear subspace","score":0.7442851662635803},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.6626734733581543},{"id":"https://openalex.org/keywords/sparse-pca","display_name":"Sparse PCA","score":0.6274564266204834},{"id":"https://openalex.org/keywords/subspace-topology","display_name":"Subspace topology","score":0.6250810027122498},{"id":"https://openalex.org/keywords/projection","display_name":"Projection (relational algebra)","score":0.6107146739959717},{"id":"https://openalex.org/keywords/projection-pursuit","display_name":"Projection pursuit","score":0.6055655479431152},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.5865956544876099},{"id":"https://openalex.org/keywords/linear-model","display_name":"Linear model","score":0.549400269985199},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.40954315662384033},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3792436718940735},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.35500478744506836},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.33120593428611755},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.2066885232925415}],"concepts":[{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.8021525144577026},{"id":"https://openalex.org/C12362212","wikidata":"https://www.wikidata.org/wiki/Q728435","display_name":"Linear subspace","level":2,"score":0.7442851662635803},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.6626734733581543},{"id":"https://openalex.org/C24252448","wikidata":"https://www.wikidata.org/wiki/Q7573786","display_name":"Sparse PCA","level":3,"score":0.6274564266204834},{"id":"https://openalex.org/C32834561","wikidata":"https://www.wikidata.org/wiki/Q660730","display_name":"Subspace topology","level":2,"score":0.6250810027122498},{"id":"https://openalex.org/C57493831","wikidata":"https://www.wikidata.org/wiki/Q3134666","display_name":"Projection (relational algebra)","level":2,"score":0.6107146739959717},{"id":"https://openalex.org/C118038509","wikidata":"https://www.wikidata.org/wiki/Q382970","display_name":"Projection pursuit","level":2,"score":0.6055655479431152},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.5865956544876099},{"id":"https://openalex.org/C163175372","wikidata":"https://www.wikidata.org/wiki/Q3339222","display_name":"Linear model","level":2,"score":0.549400269985199},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.40954315662384033},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3792436718940735},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35500478744506836},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.33120593428611755},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.2066885232925415},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1023/a:1024274801715","is_oa":false,"landing_page_url":"https://doi.org/10.1023/a:1024274801715","pdf_url":null,"source":{"id":"https://openalex.org/S5437875","display_name":"Statistics and Computing","issn_l":"0960-3174","issn":["0960-3174","1573-1375"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Statistics and Computing","raw_type":"journal-article"}],"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/W1863867389","https://openalex.org/W1978566368","https://openalex.org/W1994015718","https://openalex.org/W2012383820","https://openalex.org/W2020203762","https://openalex.org/W2068561554","https://openalex.org/W2082612735","https://openalex.org/W2088032561","https://openalex.org/W2091588393","https://openalex.org/W2091886411","https://openalex.org/W2116322594","https://openalex.org/W2122538988","https://openalex.org/W2131838830","https://openalex.org/W2133147280","https://openalex.org/W2158071659","https://openalex.org/W2161831609","https://openalex.org/W2795528501","https://openalex.org/W4232576706","https://openalex.org/W4251002338","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2896134808","https://openalex.org/W3172436493","https://openalex.org/W4287164812","https://openalex.org/W2957492749","https://openalex.org/W1887135636","https://openalex.org/W2386063599","https://openalex.org/W1975884855","https://openalex.org/W3213150849","https://openalex.org/W4285605394","https://openalex.org/W2025894073"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2016-06-24T00:00:00"}
