{"id":"https://openalex.org/W2342588180","doi":"https://doi.org/10.1109/tkde.2015.2499184","title":"Diverse Power Iteration Embeddings: Theory and Practice","display_name":"Diverse Power Iteration Embeddings: Theory and Practice","publication_year":2015,"publication_date":"2015-11-09","ids":{"openalex":"https://openalex.org/W2342588180","doi":"https://doi.org/10.1109/tkde.2015.2499184","mag":"2342588180"},"language":"en","primary_location":{"id":"doi:10.1109/tkde.2015.2499184","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tkde.2015.2499184","pdf_url":null,"source":{"id":"https://openalex.org/S30698027","display_name":"IEEE Transactions on Knowledge and Data Engineering","issn_l":"1041-4347","issn":["1041-4347","1558-2191","2326-3865"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Knowledge and Data Engineering","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.osti.gov/biblio/1327442","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5082976295","display_name":"Hao Huang","orcid":"https://orcid.org/0000-0002-3777-1488"},"institutions":[{"id":"https://openalex.org/I4210134512","display_name":"GE Global Research (United States)","ror":"https://ror.org/03e06qt98","country_code":"US","type":"company","lineage":["https://openalex.org/I4210134512"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Hao Huang","raw_affiliation_strings":["GE Global Research, San Ramon, CA"],"affiliations":[{"raw_affiliation_string":"GE Global Research, San Ramon, CA","institution_ids":["https://openalex.org/I4210134512"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048176207","display_name":"Shinjae Yoo","orcid":"https://orcid.org/0000-0003-4378-6448"},"institutions":[{"id":"https://openalex.org/I200870766","display_name":"Brookhaven National Laboratory","ror":"https://ror.org/02ex6cf31","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I200870766","https://openalex.org/I39565521","https://openalex.org/I4210142672"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shinjae Yoo","raw_affiliation_strings":["Brookhaven National Laboratory, Upton, NY"],"affiliations":[{"raw_affiliation_string":"Brookhaven National Laboratory, Upton, NY","institution_ids":["https://openalex.org/I200870766"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104477063","display_name":"Dantong Yu","orcid":null},"institutions":[{"id":"https://openalex.org/I200870766","display_name":"Brookhaven National Laboratory","ror":"https://ror.org/02ex6cf31","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I200870766","https://openalex.org/I39565521","https://openalex.org/I4210142672"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dantong Yu","raw_affiliation_strings":["Brookhaven National Laboratory, Upton, NY"],"affiliations":[{"raw_affiliation_string":"Brookhaven National Laboratory, Upton, NY","institution_ids":["https://openalex.org/I200870766"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091408797","display_name":"Hong Qin","orcid":"https://orcid.org/0000-0001-7699-1355"},"institutions":[{"id":"https://openalex.org/I59553526","display_name":"Stony Brook University","ror":"https://ror.org/05qghxh33","country_code":"US","type":"education","lineage":["https://openalex.org/I59553526"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hong Qin","raw_affiliation_strings":["Computer Science Department, Stony Brook University, Stony Brook, NY"],"affiliations":[{"raw_affiliation_string":"Computer Science Department, Stony Brook University, Stony Brook, NY","institution_ids":["https://openalex.org/I59553526"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5082976295"],"corresponding_institution_ids":["https://openalex.org/I4210134512"],"apc_list":null,"apc_paid":null,"fwci":0.1872,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.62821776,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"28","issue":"10","first_page":"2606","last_page":"2620"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9973000288009644,"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"}},"topics":[{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9973000288009644,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9958000183105469,"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":0.9901000261306763,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7401151061058044},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.4173498749732971}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7401151061058044},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.4173498749732971}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/tkde.2015.2499184","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tkde.2015.2499184","pdf_url":null,"source":{"id":"https://openalex.org/S30698027","display_name":"IEEE Transactions on Knowledge and Data Engineering","issn_l":"1041-4347","issn":["1041-4347","1558-2191","2326-3865"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Knowledge and Data Engineering","raw_type":"journal-article"},{"id":"pmh:oai:osti.gov:1327442","is_oa":true,"landing_page_url":"https://www.osti.gov/biblio/1327442","pdf_url":null,"source":{"id":"https://openalex.org/S4306402487","display_name":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I139351228","host_organization_name":"Office of Scientific and Technical Information","host_organization_lineage":["https://openalex.org/I139351228"],"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":null},{"id":"pmh:oai:osti.gov:1327443","is_oa":true,"landing_page_url":"https://www.osti.gov/biblio/1327443","pdf_url":null,"source":{"id":"https://openalex.org/S4306402487","display_name":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I139351228","host_organization_name":"Office of Scientific and Technical Information","host_organization_lineage":["https://openalex.org/I139351228"],"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":null},{"id":"pmh:oai:osti.gov:1345738","is_oa":true,"landing_page_url":"https://www.osti.gov/biblio/1345738","pdf_url":null,"source":{"id":"https://openalex.org/S4306402487","display_name":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I139351228","host_organization_name":"Office of Scientific and Technical Information","host_organization_lineage":["https://openalex.org/I139351228"],"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":null}],"best_oa_location":{"id":"pmh:oai:osti.gov:1327442","is_oa":true,"landing_page_url":"https://www.osti.gov/biblio/1327442","pdf_url":null,"source":{"id":"https://openalex.org/S4306402487","display_name":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I139351228","host_organization_name":"Office of Scientific and Technical Information","host_organization_lineage":["https://openalex.org/I139351228"],"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":null},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1694221729","display_name":null,"funder_award_id":"IIS-0949467","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G2292567362","display_name":null,"funder_award_id":"61190125","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2864847620","display_name":null,"funder_award_id":"61190121","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4235902611","display_name":null,"funder_award_id":"PD 15-025","funder_id":"https://openalex.org/F4320338289","funder_display_name":"Brookhaven National Laboratory"},{"id":"https://openalex.org/G5217602294","display_name":null,"funder_award_id":"DE-AC02-98CH10886","funder_id":"https://openalex.org/F4320308532","funder_display_name":"Bibliographical Society of America"},{"id":"https://openalex.org/G5304081864","display_name":null,"funder_award_id":"IIS-1047715","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G5964015034","display_name":null,"funder_award_id":"IIS-1049448","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G7615335954","display_name":null,"funder_award_id":"DE-SC0003361","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G7976711338","display_name":null,"funder_award_id":"61190120","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320306084","display_name":"U.S. Department of Energy","ror":"https://ror.org/01bj3aw27"},{"id":"https://openalex.org/F4320308532","display_name":"Bibliographical Society of America","ror":"https://ror.org/05xp8d869"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320328315","display_name":"NSW Department of Planning,Industry and Environment","ror":null},{"id":"https://openalex.org/F4320338289","display_name":"Brookhaven National Laboratory","ror":"https://ror.org/02ex6cf31"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":59,"referenced_works":["https://openalex.org/W141062567","https://openalex.org/W813010328","https://openalex.org/W1207633162","https://openalex.org/W1555745080","https://openalex.org/W1564611420","https://openalex.org/W1593715786","https://openalex.org/W1661223625","https://openalex.org/W1766432634","https://openalex.org/W1977074341","https://openalex.org/W1983090475","https://openalex.org/W1984492644","https://openalex.org/W1992246785","https://openalex.org/W2018428315","https://openalex.org/W2034562813","https://openalex.org/W2036483645","https://openalex.org/W2048134425","https://openalex.org/W2051549110","https://openalex.org/W2072835905","https://openalex.org/W2083359884","https://openalex.org/W2088424151","https://openalex.org/W2089554624","https://openalex.org/W2097820631","https://openalex.org/W2098841537","https://openalex.org/W2109682749","https://openalex.org/W2116810533","https://openalex.org/W2117530015","https://openalex.org/W2128873747","https://openalex.org/W2132914434","https://openalex.org/W2134370969","https://openalex.org/W2138545569","https://openalex.org/W2140436543","https://openalex.org/W2144902422","https://openalex.org/W2149620660","https://openalex.org/W2150102617","https://openalex.org/W2158933803","https://openalex.org/W2163162137","https://openalex.org/W2165874743","https://openalex.org/W2295224288","https://openalex.org/W2296719434","https://openalex.org/W2527294476","https://openalex.org/W2962984690","https://openalex.org/W3105471108","https://openalex.org/W4213367101","https://openalex.org/W4251670979","https://openalex.org/W4285719527","https://openalex.org/W4299492689","https://openalex.org/W6605792473","https://openalex.org/W6622973976","https://openalex.org/W6633110253","https://openalex.org/W6635622067","https://openalex.org/W6663082325","https://openalex.org/W6672567582","https://openalex.org/W6674539747","https://openalex.org/W6677743701","https://openalex.org/W6681302627","https://openalex.org/W6681822384","https://openalex.org/W6681875376","https://openalex.org/W6684578312","https://openalex.org/W6727902014"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2350741829","https://openalex.org/W2530322880","https://openalex.org/W1596801655","https://openalex.org/W2359140296"],"abstract_inverted_index":{"Manifold":[0],"learning,":[1],"especially":[2],"spectral":[3,31,60,71],"embedding,":[4],"is":[5,64,78,100,146],"known":[6],"as":[7,170],"one":[8,116],"of":[9,59,67,93,128,138,161],"the":[10,56,96,126,157],"most":[11],"effective":[12,101],"learning":[13],"approaches":[14],"on":[15,163],"high":[16],"dimensional":[17],"data,":[18],"but":[19],"for":[20,33],"real-world":[21],"applications":[22],"it":[23,83],"raises":[24],"a":[25,43],"serious":[26],"computational":[27,39],"burden":[28],"in":[29,80],"constructing":[30],"embeddings":[32,61,72,87],"large":[34],"datasets.":[35],"To":[36],"overcome":[37],"this":[38],"complexity,":[40],"we":[41,103,108,154],"propose":[42],"novel":[44],"efficient":[45],"embedding":[46],"construction,":[47],"Diverse":[48,120],"Power":[49,121],"Iteration":[50,122],"Embedding":[51],"(DPIE).":[52],"DPIE":[53,77,99,114,130,139,162],"shows":[54,90],"almost":[55],"same":[57],"effectiveness":[58,158],"and":[62,88,118,140,153,159,167],"yet":[63],"three":[65],"order":[66],"magnitude":[68],"faster":[69],"than":[70],"computed":[73],"from":[74],"eigen-decomposition.":[75],"Our":[76],"unique":[79],"that":[81,143],"(1)":[82],"finds":[84],"linearly":[85],"independent":[86],"thus":[89],"diverse":[91],"aspects":[92,137],"dataset;":[94],"(2)":[95],"proposed":[97],"regularized":[98],"if":[102,115],"need":[104],"many":[105],"embeddings;":[106],"(3)":[107],"show":[109,156],"how":[110],"to":[111,148,150],"efficiently":[112],"orthogonalize":[113],"needs;":[117],"(4)":[119],"Value":[123],"(DPIV)":[124],"provides":[125],"importance":[127],"each":[129],"like":[131],"an":[132],"eigen":[133],"value.":[134],"Such":[135],"various":[136,151],"DPIV":[141],"ensure":[142],"our":[144,171],"algorithm":[145],"easy":[147],"apply":[149],"applications,":[152],"also":[155],"efficiency":[160],"clustering,":[164],"anomaly":[165],"detection,":[166],"feature":[168],"selection":[169],"case":[172],"studies.":[173]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}