{"id":"https://openalex.org/W1965963232","doi":"https://doi.org/10.1109/tmm.2014.2375793","title":"Cross-Domain Feature Learning in Multimedia","display_name":"Cross-Domain Feature Learning in Multimedia","publication_year":2014,"publication_date":"2014-12-02","ids":{"openalex":"https://openalex.org/W1965963232","doi":"https://doi.org/10.1109/tmm.2014.2375793","mag":"1965963232"},"language":"en","primary_location":{"id":"doi:10.1109/tmm.2014.2375793","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2014.2375793","pdf_url":null,"source":{"id":"https://openalex.org/S137030581","display_name":"IEEE Transactions on Multimedia","issn_l":"1520-9210","issn":["1520-9210","1941-0077"],"is_oa":false,"is_in_doaj":false,"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":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Multimedia","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/A5083991825","display_name":"Xiaoshan Yang","orcid":"https://orcid.org/0000-0001-5453-9755"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210112150","display_name":"Institute of Automation","ror":"https://ror.org/022c3hy66","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210112150"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiaoshan Yang","raw_affiliation_strings":["China-Singapore Institute of DigitalMedia, Singapore","Chinese Academy of Sciences, Institute of Automation, Beijing, China"],"affiliations":[{"raw_affiliation_string":"China-Singapore Institute of DigitalMedia, Singapore","institution_ids":[]},{"raw_affiliation_string":"Chinese Academy of Sciences, Institute of Automation, Beijing, China","institution_ids":["https://openalex.org/I4210112150","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100648981","display_name":"Tianzhu Zhang","orcid":"https://orcid.org/0000-0003-1856-9564"},"institutions":[{"id":"https://openalex.org/I4210112150","display_name":"Institute of Automation","ror":"https://ror.org/022c3hy66","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210112150"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tianzhu Zhang","raw_affiliation_strings":["China-Singapore Institute of DigitalMedia, Singapore","Chinese Academy of Sciences, Institute of Automation, Beijing, China"],"affiliations":[{"raw_affiliation_string":"China-Singapore Institute of DigitalMedia, Singapore","institution_ids":[]},{"raw_affiliation_string":"Chinese Academy of Sciences, Institute of Automation, Beijing, China","institution_ids":["https://openalex.org/I4210112150","https://openalex.org/I19820366"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022636178","display_name":"Changsheng Xu","orcid":"https://orcid.org/0000-0001-8343-9665"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210112150","display_name":"Institute of Automation","ror":"https://ror.org/022c3hy66","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210112150"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Changsheng Xu","raw_affiliation_strings":["China-Singapore Institute of DigitalMedia, Singapore","Chinese Academy of Sciences, Institute of Automation, Beijing, China"],"affiliations":[{"raw_affiliation_string":"China-Singapore Institute of DigitalMedia, Singapore","institution_ids":[]},{"raw_affiliation_string":"Chinese Academy of Sciences, Institute of Automation, Beijing, China","institution_ids":["https://openalex.org/I4210112150","https://openalex.org/I19820366"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5083991825"],"corresponding_institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210112150"],"apc_list":null,"apc_paid":null,"fwci":22.0458,"has_fulltext":false,"cited_by_count":145,"citation_normalized_percentile":{"value":0.99475692,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"17","issue":"1","first_page":"64","last_page":"78"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11550","display_name":"Text and Document Classification Technologies","score":0.9977999925613403,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9977999925613403,"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/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9966999888420105,"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/T11309","display_name":"Music and Audio Processing","score":0.9915000200271606,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8757860064506531},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.5420030951499939},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5408025979995728},{"id":"https://openalex.org/keywords/feature-learning","display_name":"Feature learning","score":0.5273504853248596},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5107598304748535},{"id":"https://openalex.org/keywords/encoder","display_name":"Encoder","score":0.46624723076820374},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.4319777488708496},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4304807186126709},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.428340345621109},{"id":"https://openalex.org/keywords/property","display_name":"Property (philosophy)","score":0.4194015562534332},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.3667750954627991},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.21903133392333984}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8757860064506531},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.5420030951499939},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5408025979995728},{"id":"https://openalex.org/C59404180","wikidata":"https://www.wikidata.org/wiki/Q17013334","display_name":"Feature learning","level":2,"score":0.5273504853248596},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5107598304748535},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.46624723076820374},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4319777488708496},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4304807186126709},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.428340345621109},{"id":"https://openalex.org/C189950617","wikidata":"https://www.wikidata.org/wiki/Q937228","display_name":"Property (philosophy)","level":2,"score":0.4194015562534332},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3667750954627991},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.21903133392333984},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tmm.2014.2375793","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2014.2375793","pdf_url":null,"source":{"id":"https://openalex.org/S137030581","display_name":"IEEE Transactions on Multimedia","issn_l":"1520-9210","issn":["1520-9210","1941-0077"],"is_oa":false,"is_in_doaj":false,"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":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Multimedia","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6800000071525574,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"}],"awards":[{"id":"https://openalex.org/G4670264125","display_name":null,"funder_award_id":"61432019","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G540187986","display_name":null,"funder_award_id":"61303173","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6488140755","display_name":null,"funder_award_id":"61373122","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8808433239","display_name":null,"funder_award_id":"61225009","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":85,"referenced_works":["https://openalex.org/W22861983","https://openalex.org/W83931563","https://openalex.org/W123476658","https://openalex.org/W304676660","https://openalex.org/W1588334334","https://openalex.org/W1613249581","https://openalex.org/W1647376582","https://openalex.org/W1722318740","https://openalex.org/W1813659000","https://openalex.org/W1822439997","https://openalex.org/W1978394996","https://openalex.org/W1981613567","https://openalex.org/W1998156381","https://openalex.org/W2006593672","https://openalex.org/W2009557755","https://openalex.org/W2019288369","https://openalex.org/W2022146075","https://openalex.org/W2025768430","https://openalex.org/W2030513156","https://openalex.org/W2034692798","https://openalex.org/W2064447488","https://openalex.org/W2071983208","https://openalex.org/W2072117168","https://openalex.org/W2073190439","https://openalex.org/W2096873754","https://openalex.org/W2096943734","https://openalex.org/W2097018403","https://openalex.org/W2098355853","https://openalex.org/W2099914810","https://openalex.org/W2100235303","https://openalex.org/W2106277773","https://openalex.org/W2110798204","https://openalex.org/W2112076978","https://openalex.org/W2112483442","https://openalex.org/W2113462496","https://openalex.org/W2115403315","https://openalex.org/W2120750550","https://openalex.org/W2122217324","https://openalex.org/W2123745357","https://openalex.org/W2129706758","https://openalex.org/W2136922672","https://openalex.org/W2143570397","https://openalex.org/W2145793004","https://openalex.org/W2149466042","https://openalex.org/W2151103935","https://openalex.org/W2151751257","https://openalex.org/W2157989183","https://openalex.org/W2158108973","https://openalex.org/W2158815628","https://openalex.org/W2159570078","https://openalex.org/W2162915993","https://openalex.org/W2163302275","https://openalex.org/W2164943005","https://openalex.org/W2165612380","https://openalex.org/W2165698076","https://openalex.org/W2167623372","https://openalex.org/W2168671440","https://openalex.org/W2172174689","https://openalex.org/W2184188583","https://openalex.org/W2917663306","https://openalex.org/W4231109964","https://openalex.org/W4232730838","https://openalex.org/W4253020087","https://openalex.org/W4285719527","https://openalex.org/W6600949241","https://openalex.org/W6604957493","https://openalex.org/W6610754620","https://openalex.org/W6636456564","https://openalex.org/W6637542466","https://openalex.org/W6638635240","https://openalex.org/W6658223542","https://openalex.org/W6674642818","https://openalex.org/W6674764686","https://openalex.org/W6676481782","https://openalex.org/W6676769703","https://openalex.org/W6676840641","https://openalex.org/W6678853083","https://openalex.org/W6680597956","https://openalex.org/W6681637710","https://openalex.org/W6683032868","https://openalex.org/W6683401423","https://openalex.org/W6684149856","https://openalex.org/W6684641359","https://openalex.org/W6684753728","https://openalex.org/W6686207219"],"related_works":["https://openalex.org/W4320802741","https://openalex.org/W4281689716","https://openalex.org/W4379539764","https://openalex.org/W2785903561","https://openalex.org/W3036606560","https://openalex.org/W3136048210","https://openalex.org/W2546942002","https://openalex.org/W2695951553","https://openalex.org/W3199719302","https://openalex.org/W2592385986"],"abstract_inverted_index":{"In":[0],"the":[1,23,107,112,122,157,161],"Web":[2],"2.0":[3],"era,":[4],"a":[5,93],"huge":[6],"number":[7],"of":[8,160],"media":[9,25,34],"data,":[10],"such":[11],"as":[12],"text,":[13,73],"image/video,":[14],"and":[15,31,48,76,78,84,111,127,151],"social":[16,24],"interaction":[17],"information,":[18],"have":[19,69],"been":[20],"generated":[21],"on":[22,101],"sites":[26],"(e.g.,":[27,43,72,81],"Facebook,":[28],"Google,":[29,83],"Flickr,":[30,82],"YouTube).":[32,85],"These":[33],"data":[35,66],"can":[36,120],"be":[37],"effectively":[38],"adopted":[39],"for":[40],"many":[41],"applications":[42],"image/video":[44,46],"annotation,":[45],"retrieval,":[47],"event":[49,152],"classification)":[50],"in":[51,115],"multimedia.":[52],"However,":[53],"it":[54,142],"is":[55],"difficult":[56],"to":[57,63,143],"design":[58],"an":[59],"effective":[60],"feature":[61,96],"representation":[62],"describe":[64],"these":[65,89],"because":[67],"they":[68],"multi-modal":[70],"property":[71,80],"image,":[74],"video,":[75],"audio)":[77],"multi-domain":[79],"To":[86,134],"deal":[87],"with":[88],"issues,":[90],"we":[91,140],"propose":[92],"novel":[94],"cross-domain":[95,113],"learning":[97],"(CDFL)":[98],"algorithm":[99,138],"based":[100],"stacked":[102],"denoising":[103],"auto-encoders.":[104],"By":[105],"introducing":[106],"modal":[108],"correlation":[109],"constraint":[110,114],"conventional":[116],"auto-encoder,":[117],"our":[118,136],"CDFL":[119,137],"maximize":[121],"correlations":[123],"among":[124],"different":[125],"modalities":[126],"extract":[128],"domain":[129],"invariant":[130],"semantic":[131],"features":[132],"simultaneously.":[133],"evaluate":[135],",":[139],"apply":[141],"three":[144],"important":[145],"applications:":[146],"sentiment":[147],"classification,":[148],"spam":[149],"filtering,":[150],"classification.":[153],"Comprehensive":[154],"evaluations":[155],"demonstrate":[156],"encouraging":[158],"performance":[159],"proposed":[162],"approach.":[163]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":20},{"year":2019,"cited_by_count":15},{"year":2018,"cited_by_count":24},{"year":2017,"cited_by_count":24},{"year":2016,"cited_by_count":20},{"year":2015,"cited_by_count":7},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":1}],"updated_date":"2026-03-12T08:34:05.389933","created_date":"2025-10-10T00:00:00"}
