{"id":"https://openalex.org/W2141800427","doi":"https://doi.org/10.1109/icdm.2002.1184006","title":"Optimal projections of high dimensional data","display_name":"Optimal projections of high dimensional data","publication_year":2003,"publication_date":"2003-06-26","ids":{"openalex":"https://openalex.org/W2141800427","doi":"https://doi.org/10.1109/icdm.2002.1184006","mag":"2141800427"},"language":"en","primary_location":{"id":"doi:10.1109/icdm.2002.1184006","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icdm.2002.1184006","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2002 IEEE International Conference on Data Mining, 2002. Proceedings.","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/A5037077763","display_name":"Emilio Corchado","orcid":"https://orcid.org/0000-0001-8560-3991"},"institutions":[{"id":"https://openalex.org/I46176106","display_name":"Universidad de Burgos","ror":"https://ror.org/049da5t36","country_code":"ES","type":"education","lineage":["https://openalex.org/I46176106"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"E. Corchado","raw_affiliation_strings":["Departamento de Ingenieria Civil, Universidad de Burgos, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departamento de Ingenieria Civil, Universidad de Burgos, Spain","institution_ids":["https://openalex.org/I46176106"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038508966","display_name":"Colin Fyfe","orcid":null},"institutions":[{"id":"https://openalex.org/I868834043","display_name":"University of the West of Scotland","ror":"https://ror.org/04w3d2v20","country_code":"GB","type":"education","lineage":["https://openalex.org/I868834043"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"C. Fyfe","raw_affiliation_strings":["Applied Computational Intelligence Research Unit, University of Paisley, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Applied Computational Intelligence Research Unit, University of Paisley, UK","institution_ids":["https://openalex.org/I868834043"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.5108,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.65238544,"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":"589","last_page":"596"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11447","display_name":"Blind Source Separation Techniques","score":0.9925000071525574,"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/T10057","display_name":"Face and Expression Recognition","score":0.9922999739646912,"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/projection-pursuit","display_name":"Projection pursuit","score":0.8633850812911987},{"id":"https://openalex.org/keywords/principal-component-analysis","display_name":"Principal component analysis","score":0.8031903505325317},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.7718580961227417},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.766136646270752},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5904361009597778},{"id":"https://openalex.org/keywords/projection","display_name":"Projection (relational algebra)","score":0.5858970880508423},{"id":"https://openalex.org/keywords/exploratory-data-analysis","display_name":"Exploratory data analysis","score":0.48118335008621216},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.45670175552368164},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.45355162024497986},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.435604453086853},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.40293872356414795},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3163905143737793}],"concepts":[{"id":"https://openalex.org/C118038509","wikidata":"https://www.wikidata.org/wiki/Q382970","display_name":"Projection pursuit","level":2,"score":0.8633850812911987},{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.8031903505325317},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7718580961227417},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.766136646270752},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5904361009597778},{"id":"https://openalex.org/C57493831","wikidata":"https://www.wikidata.org/wiki/Q3134666","display_name":"Projection (relational algebra)","level":2,"score":0.5858970880508423},{"id":"https://openalex.org/C120894424","wikidata":"https://www.wikidata.org/wiki/Q1322871","display_name":"Exploratory data analysis","level":2,"score":0.48118335008621216},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.45670175552368164},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.45355162024497986},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.435604453086853},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.40293872356414795},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3163905143737793},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icdm.2002.1184006","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icdm.2002.1184006","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2002 IEEE International Conference on Data Mining, 2002. Proceedings.","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W774511903","https://openalex.org/W1481824215","https://openalex.org/W1548802052","https://openalex.org/W1554663460","https://openalex.org/W1964357740","https://openalex.org/W1968104963","https://openalex.org/W1976045444","https://openalex.org/W2023963201","https://openalex.org/W2074033194","https://openalex.org/W2078468460","https://openalex.org/W2080958785","https://openalex.org/W2134718324","https://openalex.org/W2294167355","https://openalex.org/W2911385960","https://openalex.org/W4211083646","https://openalex.org/W4233645420","https://openalex.org/W4241309083","https://openalex.org/W6622585124","https://openalex.org/W6627499085","https://openalex.org/W6633075811","https://openalex.org/W6641163509"],"related_works":["https://openalex.org/W3124370832","https://openalex.org/W4253679632","https://openalex.org/W2312487961","https://openalex.org/W2371601355","https://openalex.org/W2367397236","https://openalex.org/W2373463565","https://openalex.org/W2354037709","https://openalex.org/W4241679393","https://openalex.org/W1594738692","https://openalex.org/W2788448464"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3],"compare":[4],"two":[5],"artificial":[6,46],"neural":[7,29],"network":[8,35],"algorithms":[9],"for":[10,18],"performing":[11],"Exploratory":[12],"Projection":[13],"Pursuit,":[14],"a":[15,34],"statistical":[16],"technique":[17,44],"investigating":[19],"data":[20,47],"by":[21],"projecting":[22],"it":[23,50],"onto":[24],"lower":[25],"dimensional":[26],"manifolds.":[27],"The":[28],"networks":[30],"are":[31],"extensions":[32],"of":[33],"which":[36],"performs":[37],"Principal":[38],"Component":[39],"Analysis.":[40],"We":[41],"illustrate":[42],"the":[43],"on":[45],"before":[48],"applying":[49],"to":[51],"real":[52],"data.":[53]},"counts_by_year":[{"year":2018,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
