{"id":"https://openalex.org/W2806583571","doi":"https://doi.org/10.1109/tcyb.2018.2837675","title":"Full Representation Data Embedding via Nonoverlapping Historical Features","display_name":"Full Representation Data Embedding via Nonoverlapping Historical Features","publication_year":2018,"publication_date":"2018-06-07","ids":{"openalex":"https://openalex.org/W2806583571","doi":"https://doi.org/10.1109/tcyb.2018.2837675","mag":"2806583571","pmid":"https://pubmed.ncbi.nlm.nih.gov/29994238"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcyb.2018.2837675","pdf_url":null,"source":{"id":"https://openalex.org/S4210191041","display_name":"IEEE Transactions on Cybernetics","issn_l":"2168-2267","issn":["2168-2267","2168-2275"],"is_oa":false,"is_in_doaj":false,"is_indexed_in_scopus":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"journal-article","indexed_in":["crossref","pubmed"],"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/A5069850822","display_name":"Jincheng Shan","orcid":"https://orcid.org/0000-0003-1640-3085"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"funder","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jincheng Shan","raw_affiliation_strings":["Department of Mathematics and System Science, National University of Defense Technology, Changsha, China"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics and System Science, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091529433","display_name":"Chenping Hou","orcid":"https://orcid.org/0000-0002-9335-0469"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"funder","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chenping Hou","raw_affiliation_strings":["Department of Mathematics and System Science, National University of Defense Technology, Changsha, China"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics and System Science, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010022982","display_name":"Hong Tao","orcid":"https://orcid.org/0000-0002-0924-5683"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"funder","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hong Tao","raw_affiliation_strings":["Department of Mathematics and System Science, National University of Defense Technology, Changsha, China"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics and System Science, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017247900","display_name":"Wenzhang Zhuge","orcid":"https://orcid.org/0000-0001-5726-4697"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"funder","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenzhang Zhuge","raw_affiliation_strings":["Department of Mathematics and System Science, National University of Defense Technology, Changsha, China"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics and System Science, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064728173","display_name":"Dongyun Yi","orcid":null},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"funder","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dongyun Yi","raw_affiliation_strings":["Department of Mathematics and System Science, National University of Defense Technology, Changsha, China"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics and System Science, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.241,"has_fulltext":true,"fulltext_origin":"ngrams","cited_by_count":3,"citation_normalized_percentile":{"value":0.574041,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":74,"max":77},"biblio":{"volume":"49","issue":"8","first_page":"3006","last_page":"3019"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9996,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9996,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9995,"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/T10057","display_name":"Face and Expression Recognition","score":0.9995,"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/representation","display_name":"Representation","score":0.5999135}],"concepts":[{"id":"https://openalex.org/C32834561","wikidata":"https://www.wikidata.org/wiki/Q660730","display_name":"Subspace topology","level":2,"score":0.7824842},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.71547407},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.6504269},{"id":"https://openalex.org/C2776036281","wikidata":"https://www.wikidata.org/wiki/Q48769818","display_name":"Constraint (computer-aided design)","level":2,"score":0.6429773},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5999135},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.5287977},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46088123},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.44824418},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3842867},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.36200306},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14082202},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcyb.2018.2837675","pdf_url":null,"source":{"id":"https://openalex.org/S4210191041","display_name":"IEEE Transactions on Cybernetics","issn_l":"2168-2267","issn":["2168-2267","2168-2275"],"is_oa":false,"is_in_doaj":false,"is_indexed_in_scopus":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},{"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/29994238","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_indexed_in_scopus":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":["National Institutes of Health"],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Partnerships for the goals","id":"https://metadata.un.org/sdg/17","score":0.4}],"grants":[{"funder":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China","award_id":"61473302"},{"funder":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China","award_id":"61503396"}],"datasets":[],"versions":[],"referenced_works_count":53,"referenced_works":["https://openalex.org/W1201875361","https://openalex.org/W132240252","https://openalex.org/W1506806321","https://openalex.org/W1513013675","https://openalex.org/W1526436178","https://openalex.org/W1577245300","https://openalex.org/W1677409904","https://openalex.org/W1897123318","https://openalex.org/W1975538958","https://openalex.org/W2000157792","https://openalex.org/W2021275963","https://openalex.org/W2025335430","https://openalex.org/W2030754587","https://openalex.org/W2036635389","https://openalex.org/W2045610202","https://openalex.org/W2047071281","https://openalex.org/W2048679005","https://openalex.org/W2081021369","https://openalex.org/W2085348055","https://openalex.org/W2096706838","https://openalex.org/W2104819583","https://openalex.org/W2108013467","https://openalex.org/W2113855951","https://openalex.org/W2125936497","https://openalex.org/W2129908558","https://openalex.org/W2130951397","https://openalex.org/W2132711295","https://openalex.org/W2135029798","https://openalex.org/W2136132422","https://openalex.org/W2136294701","https://openalex.org/W2136504847","https://openalex.org/W2138451337","https://openalex.org/W2143238378","https://openalex.org/W2144267444","https://openalex.org/W2144730813","https://openalex.org/W2156220037","https://openalex.org/W2156718197","https://openalex.org/W2160547390","https://openalex.org/W2161969291","https://openalex.org/W2181159407","https://openalex.org/W2251808314","https://openalex.org/W2265701153","https://openalex.org/W2342967552","https://openalex.org/W2485261912","https://openalex.org/W2494395359","https://openalex.org/W2524259110","https://openalex.org/W2545016534","https://openalex.org/W2567804583","https://openalex.org/W2579597427","https://openalex.org/W2604572195","https://openalex.org/W2604723872","https://openalex.org/W2752190933","https://openalex.org/W580709845"],"related_works":["https://openalex.org/W4293472652","https://openalex.org/W2364594919","https://openalex.org/W2219338811","https://openalex.org/W2167092671","https://openalex.org/W2149583853","https://openalex.org/W2143002539","https://openalex.org/W2081900870","https://openalex.org/W1980381208","https://openalex.org/W1861706286","https://openalex.org/W1120847856"],"abstract_inverted_index":{"Data":[0],"recycling,":[1],"which":[2],"reuses":[3],"the":[4,9,81,85,118,127,143,160,186,204],"historical":[5,28,58,98,107,131],"data":[6,11,40,59,124,132,180],"to":[7,12,137,158,184],"assist":[8],"present":[10,110],"achieve":[13],"better":[14],"performance,":[15],"is":[16,26,68],"an":[17,155],"emerging":[18],"and":[19,43,89,109,125],"important":[20],"research":[21],"topic.":[22],"A":[23],"common":[24,87],"case":[25,88],"that":[27,56],"examples":[29],"only":[30],"have":[31,38,193],"features":[32,48,99,108,111],"from":[33],"one":[34,69],"source":[35],"while":[36],"presently":[37],"more":[39],"collection":[41],"ways":[42],"extract":[44],"different":[45],"types":[46],"of":[47,71,105,122,130,188,206],"simultaneously":[49],"for":[50,73],"new":[51,150],"examples.":[52],"Previous":[53],"studies":[54],"assume":[55],"either":[57],"appear":[60],"in":[61,84,112,198],"all":[62,74,123,202],"sources,":[63],"or":[64],"at":[65],"least":[66],"there":[67],"type":[70],"representations":[72,104],"data.":[75],"In":[76],"this":[77],"paper,":[78],"we":[79,153,192],"study":[80],"challenging":[82],"problem":[83,163],"above":[86],"propose":[90],"a":[91,113,134,139],"novel":[92],"semisupervised":[93],"approach":[94,209],"by":[95],"leveraging":[96],"nonoverlapping":[97],"(NHFs).":[100],"It":[101],"learns":[102],"full":[103],"both":[106],"latent":[114,140],"subspace.":[115,141],"We":[116],"utilize":[117],"intrinsic":[119],"geometrical":[120],"structure":[121],"add":[126],"label":[128],"information":[129],"as":[133],"hard":[135],"constraint":[136],"discover":[138],"Then,":[142],"classification":[144],"will":[145],"be":[146],"performed":[147],"with":[148,164,169],"these":[149],"representations.":[151],"Moreover,":[152],"provide":[154],"efficient":[156],"algorithm":[157],"solve":[159],"formulated":[161],"optimization":[162],"proved":[165],"convergence":[166],"behavior,":[167],"together":[168],"some":[170],"insightful":[171],"discussions":[172],"about":[173],"parameter":[174],"determination.":[175],"Experimental":[176],"results":[177],"on":[178,210],"real-world":[179],"sets":[181],"are":[182],"provided":[183],"examine":[185],"effectiveness":[187,205],"our":[189,196,207],"algorithm.":[190],"Furthermore,":[191],"also":[194],"evaluated":[195],"method":[197],"face":[199],"recognition.":[200],"They":[201],"demonstrate":[203],"proposed":[208],"recycling":[211],"NHFs.":[212]},"abstract_inverted_index_v3":null,"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W2806583571","counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2025-04-15T19:14:10.144278","created_date":"2018-06-13"}