{"id":"https://openalex.org/W1966577981","doi":"https://doi.org/10.1007/s11634-014-0178-2","title":"Principal component analysis for probabilistic symbolic data: a more generic and accurate algorithm","display_name":"Principal component analysis for probabilistic symbolic data: a more generic and accurate algorithm","publication_year":2014,"publication_date":"2014-07-10","ids":{"openalex":"https://openalex.org/W1966577981","doi":"https://doi.org/10.1007/s11634-014-0178-2","mag":"1966577981"},"language":"en","primary_location":{"id":"doi:10.1007/s11634-014-0178-2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11634-014-0178-2","pdf_url":null,"source":{"id":"https://openalex.org/S4210175730","display_name":"Advances in Data Analysis and Classification","issn_l":"1862-5347","issn":["1862-5347","1862-5355"],"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":"Advances in Data Analysis and Classification","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/A5100748367","display_name":"Meiling Chen","orcid":"https://orcid.org/0000-0003-2803-6446"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Meiling Chen","raw_affiliation_strings":["School of Economics and Management, Beihang University, Beijng , 100191, China","School of Economics and Management, Beihang University, Beijng\u00a0, 100191, China","School of Economics and Management, Beihang University, Beijng , China 100191#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Economics and Management, Beihang University, Beijng , 100191, China","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"School of Economics and Management, Beihang University, Beijng\u00a0, 100191, China","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"School of Economics and Management, Beihang University, Beijng , China 100191#TAB#","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101791241","display_name":"Huiwen Wang","orcid":"https://orcid.org/0000-0001-6207-840X"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huiwen Wang","raw_affiliation_strings":["School of Economics and Management, Beihang University, Beijng , 100191, China","School of Economics and Management, Beihang University, Beijng\u00a0, 100191, China","School of Economics and Management, Beihang University, Beijng , China 100191#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Economics and Management, Beihang University, Beijng , 100191, China","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"School of Economics and Management, Beihang University, Beijng\u00a0, 100191, China","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"School of Economics and Management, Beihang University, Beijng , China 100191#TAB#","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009910997","display_name":"Zhongfeng Qin","orcid":"https://orcid.org/0000-0003-3875-2518"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhongfeng Qin","raw_affiliation_strings":["School of Economics and Management, Beihang University, Beijng , 100191, China","School of Economics and Management, Beihang University, Beijng\u00a0, 100191, China","School of Economics and Management, Beihang University, Beijng , China 100191#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Economics and Management, Beihang University, Beijng , 100191, China","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"School of Economics and Management, Beihang University, Beijng\u00a0, 100191, China","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"School of Economics and Management, Beihang University, Beijng , China 100191#TAB#","institution_ids":["https://openalex.org/I82880672"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5009910997"],"corresponding_institution_ids":["https://openalex.org/I82880672"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":0.4229,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.73195182,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"9","issue":"1","first_page":"59","last_page":"79"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12157","display_name":"Geochemistry and Geologic Mapping","score":0.9968000054359436,"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/T12157","display_name":"Geochemistry and Geologic Mapping","score":0.9968000054359436,"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/T10689","display_name":"Remote-Sensing Image Classification","score":0.9824000000953674,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12114","display_name":"Sensory Analysis and Statistical Methods","score":0.9818999767303467,"subfield":{"id":"https://openalex.org/subfields/1106","display_name":"Food Science"},"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/principal-component-analysis","display_name":"Principal component analysis","score":0.7300559282302856},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.5551005601882935},{"id":"https://openalex.org/keywords/covariance","display_name":"Covariance","score":0.5543076395988464},{"id":"https://openalex.org/keywords/probability-density-function","display_name":"Probability density function","score":0.5380368828773499},{"id":"https://openalex.org/keywords/symbolic-data-analysis","display_name":"Symbolic data analysis","score":0.5363012552261353},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.5236565470695496},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5048258900642395},{"id":"https://openalex.org/keywords/probability-distribution","display_name":"Probability distribution","score":0.5039052367210388},{"id":"https://openalex.org/keywords/covariance-matrix","display_name":"Covariance matrix","score":0.46208804845809937},{"id":"https://openalex.org/keywords/random-variable","display_name":"Random variable","score":0.4548408091068268},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4518350064754486},{"id":"https://openalex.org/keywords/independent-and-identically-distributed-random-variables","display_name":"Independent and identically distributed random variables","score":0.4430546462535858},{"id":"https://openalex.org/keywords/histogram","display_name":"Histogram","score":0.4173603057861328},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3341764211654663},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.3257993161678314},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.16282829642295837}],"concepts":[{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.7300559282302856},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.5551005601882935},{"id":"https://openalex.org/C178650346","wikidata":"https://www.wikidata.org/wiki/Q201984","display_name":"Covariance","level":2,"score":0.5543076395988464},{"id":"https://openalex.org/C197055811","wikidata":"https://www.wikidata.org/wiki/Q207522","display_name":"Probability density function","level":2,"score":0.5380368828773499},{"id":"https://openalex.org/C65620979","wikidata":"https://www.wikidata.org/wiki/Q7661176","display_name":"Symbolic data analysis","level":2,"score":0.5363012552261353},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.5236565470695496},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5048258900642395},{"id":"https://openalex.org/C149441793","wikidata":"https://www.wikidata.org/wiki/Q200726","display_name":"Probability distribution","level":2,"score":0.5039052367210388},{"id":"https://openalex.org/C185142706","wikidata":"https://www.wikidata.org/wiki/Q1134404","display_name":"Covariance matrix","level":2,"score":0.46208804845809937},{"id":"https://openalex.org/C122123141","wikidata":"https://www.wikidata.org/wiki/Q176623","display_name":"Random variable","level":2,"score":0.4548408091068268},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4518350064754486},{"id":"https://openalex.org/C141513077","wikidata":"https://www.wikidata.org/wiki/Q378542","display_name":"Independent and identically distributed random variables","level":3,"score":0.4430546462535858},{"id":"https://openalex.org/C53533937","wikidata":"https://www.wikidata.org/wiki/Q185020","display_name":"Histogram","level":3,"score":0.4173603057861328},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3341764211654663},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.3257993161678314},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.16282829642295837},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s11634-014-0178-2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11634-014-0178-2","pdf_url":null,"source":{"id":"https://openalex.org/S4210175730","display_name":"Advances in Data Analysis and Classification","issn_l":"1862-5347","issn":["1862-5347","1862-5355"],"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":"Advances in Data Analysis and Classification","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:spr:advdac:v:9:y:2015:i:1:p:59-79","is_oa":false,"landing_page_url":"http://hdl.handle.net/10.1007/s11634-014-0178-2","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320334924","display_name":"Program for New Century Excellent Talents in University","ror":"https://ror.org/01mv9t934"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W55513189","https://openalex.org/W62504723","https://openalex.org/W77473095","https://openalex.org/W78110596","https://openalex.org/W158759942","https://openalex.org/W571770348","https://openalex.org/W647236485","https://openalex.org/W839994920","https://openalex.org/W1482555119","https://openalex.org/W1549853718","https://openalex.org/W1583788335","https://openalex.org/W1587515898","https://openalex.org/W1598395355","https://openalex.org/W1710664071","https://openalex.org/W1965697623","https://openalex.org/W1970786503","https://openalex.org/W1990989764","https://openalex.org/W2011818641","https://openalex.org/W2017858299","https://openalex.org/W2024202062","https://openalex.org/W2025122406","https://openalex.org/W2031598273","https://openalex.org/W2034024435","https://openalex.org/W2038318937","https://openalex.org/W2072242542","https://openalex.org/W2081525541","https://openalex.org/W2083329817","https://openalex.org/W2093506327","https://openalex.org/W2166325326","https://openalex.org/W2183020972","https://openalex.org/W2477279521","https://openalex.org/W2481665880","https://openalex.org/W2904250115","https://openalex.org/W2912712559","https://openalex.org/W3021971632","https://openalex.org/W4205685297","https://openalex.org/W4230080154","https://openalex.org/W4235500030","https://openalex.org/W4299542564"],"related_works":["https://openalex.org/W2893341095","https://openalex.org/W4241043257","https://openalex.org/W1990418105","https://openalex.org/W1971430736","https://openalex.org/W2055869823","https://openalex.org/W4242391381","https://openalex.org/W1980528650","https://openalex.org/W4249885815","https://openalex.org/W3199393239","https://openalex.org/W4255207566"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2015,"cited_by_count":1}],"updated_date":"2026-06-19T15:47:20.252518","created_date":"2025-10-10T00:00:00"}
