{"id":"https://openalex.org/W1991778735","doi":"https://doi.org/10.1007/s10618-012-0267-9","title":"Dependence maps, a dimensionality reduction with dependence distance for high-dimensional data","display_name":"Dependence maps, a dimensionality reduction with dependence distance for high-dimensional data","publication_year":2012,"publication_date":"2012-05-03","ids":{"openalex":"https://openalex.org/W1991778735","doi":"https://doi.org/10.1007/s10618-012-0267-9","mag":"1991778735"},"language":"en","primary_location":{"id":"doi:10.1007/s10618-012-0267-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10618-012-0267-9","pdf_url":null,"source":{"id":"https://openalex.org/S121920818","display_name":"Data Mining and Knowledge Discovery","issn_l":"1384-5810","issn":["1384-5810","1573-756X"],"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":"Data Mining and Knowledge Discovery","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/A5064844412","display_name":"Kichun Lee","orcid":"https://orcid.org/0000-0002-5184-7151"},"institutions":[{"id":"https://openalex.org/I4575257","display_name":"Hanyang University","ror":"https://ror.org/046865y68","country_code":"KR","type":"education","lineage":["https://openalex.org/I4575257"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Kichun Lee","raw_affiliation_strings":["Industrial Engineering, Hanyang University, Seoul, 133-791, Republic of Korea","Industrial Engineering, Hanyang University, Seoul, Republic of Korea 133-791#TAB#"],"affiliations":[{"raw_affiliation_string":"Industrial Engineering, Hanyang University, Seoul, 133-791, Republic of Korea","institution_ids":["https://openalex.org/I4575257"]},{"raw_affiliation_string":"Industrial Engineering, Hanyang University, Seoul, Republic of Korea 133-791#TAB#","institution_ids":["https://openalex.org/I4575257"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005255629","display_name":"Alexander Gray","orcid":"https://orcid.org/0000-0003-0337-7359"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alexander Gray","raw_affiliation_strings":["College of Computing, Georgia Institute of Technology, Atlanta, GA, 30332-0205, USA","College of Computing, Georgia Institute of Technology, Atlanta, USA 30332-0205#TAB#"],"affiliations":[{"raw_affiliation_string":"College of Computing, Georgia Institute of Technology, Atlanta, GA, 30332-0205, USA","institution_ids":["https://openalex.org/I130701444"]},{"raw_affiliation_string":"College of Computing, Georgia Institute of Technology, Atlanta, USA 30332-0205#TAB#","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100716622","display_name":"Heeyoung Kim","orcid":"https://orcid.org/0000-0001-6415-9887"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Heeyoung Kim","raw_affiliation_strings":["Industrial and Systems Engineering, Georgia Institute of Technology, Atlanta, GA, 30332-0205, USA","Industrial and Systems Engineering, Georgia Institute of Technology, Atlanta, USA 30332-0205#TAB#"],"affiliations":[{"raw_affiliation_string":"Industrial and Systems Engineering, Georgia Institute of Technology, Atlanta, GA, 30332-0205, USA","institution_ids":["https://openalex.org/I130701444"]},{"raw_affiliation_string":"Industrial and Systems Engineering, Georgia Institute of Technology, Atlanta, USA 30332-0205#TAB#","institution_ids":["https://openalex.org/I130701444"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5064844412"],"corresponding_institution_ids":["https://openalex.org/I4575257"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":3.1201,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.9156493,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"26","issue":"3","first_page":"512","last_page":"532"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.992900013923645,"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":0.992900013923645,"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/T10057","display_name":"Face and Expression Recognition","score":0.9758999943733215,"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"}},{"id":"https://openalex.org/T11871","display_name":"Advanced Statistical Methods and Models","score":0.963100016117096,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/pointwise","display_name":"Pointwise","score":0.8269394636154175},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.7315806150436401},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.5809365510940552},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.579314649105072},{"id":"https://openalex.org/keywords/extension","display_name":"Extension (predicate logic)","score":0.5732892751693726},{"id":"https://openalex.org/keywords/dimension","display_name":"Dimension (graph theory)","score":0.5670321583747864},{"id":"https://openalex.org/keywords/connection","display_name":"Connection (principal bundle)","score":0.5136393904685974},{"id":"https://openalex.org/keywords/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.4642162322998047},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4038253724575043},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.36141538619995117},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3320819139480591},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.24674049019813538},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.22287005186080933},{"id":"https://openalex.org/keywords/pure-mathematics","display_name":"Pure mathematics","score":0.1668820083141327},{"id":"https://openalex.org/keywords/mathematical-analysis","display_name":"Mathematical analysis","score":0.13020062446594238},{"id":"https://openalex.org/keywords/geometry","display_name":"Geometry","score":0.10407984256744385}],"concepts":[{"id":"https://openalex.org/C2777984123","wikidata":"https://www.wikidata.org/wiki/Q9248237","display_name":"Pointwise","level":2,"score":0.8269394636154175},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.7315806150436401},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.5809365510940552},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.579314649105072},{"id":"https://openalex.org/C2778029271","wikidata":"https://www.wikidata.org/wiki/Q5421931","display_name":"Extension (predicate logic)","level":2,"score":0.5732892751693726},{"id":"https://openalex.org/C33676613","wikidata":"https://www.wikidata.org/wiki/Q13415176","display_name":"Dimension (graph theory)","level":2,"score":0.5670321583747864},{"id":"https://openalex.org/C13355873","wikidata":"https://www.wikidata.org/wiki/Q2920850","display_name":"Connection (principal bundle)","level":2,"score":0.5136393904685974},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.4642162322998047},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4038253724575043},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.36141538619995117},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3320819139480591},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.24674049019813538},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22287005186080933},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.1668820083141327},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.13020062446594238},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.10407984256744385},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10618-012-0267-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10618-012-0267-9","pdf_url":null,"source":{"id":"https://openalex.org/S121920818","display_name":"Data Mining and Knowledge Discovery","issn_l":"1384-5810","issn":["1384-5810","1573-756X"],"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":"Data Mining and Knowledge Discovery","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":17,"referenced_works":["https://openalex.org/W105785986","https://openalex.org/W614670535","https://openalex.org/W1486280163","https://openalex.org/W1774304772","https://openalex.org/W2001141328","https://openalex.org/W2002011878","https://openalex.org/W2053186076","https://openalex.org/W2097308346","https://openalex.org/W2108759471","https://openalex.org/W2119436275","https://openalex.org/W2124776405","https://openalex.org/W2129570755","https://openalex.org/W2140095548","https://openalex.org/W2156838815","https://openalex.org/W2168228682","https://openalex.org/W2285257517","https://openalex.org/W4300697982"],"related_works":["https://openalex.org/W1995622179","https://openalex.org/W1484111231","https://openalex.org/W1552543208","https://openalex.org/W2074396517","https://openalex.org/W2166963679","https://openalex.org/W2187269125","https://openalex.org/W1641615907","https://openalex.org/W3089231081","https://openalex.org/W2093956241","https://openalex.org/W2354420595"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":4},{"year":2013,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
