{"id":"https://openalex.org/W2909814607","doi":"https://doi.org/10.1109/tpami.2019.2893953","title":"Shared Multi-view Data Representation for Multi-domain Event Detection","display_name":"Shared Multi-view Data Representation for Multi-domain Event Detection","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2909814607","doi":"https://doi.org/10.1109/tpami.2019.2893953","mag":"2909814607","pmid":"https://pubmed.ncbi.nlm.nih.gov/30668464"},"language":"en","primary_location":{"id":"doi:10.1109/tpami.2019.2893953","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpami.2019.2893953","pdf_url":null,"source":{"id":"https://openalex.org/S199944782","display_name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","issn_l":"0162-8828","issn":["0162-8828","1939-3539","2160-9292"],"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 Pattern Analysis and Machine Intelligence","raw_type":"journal-article"},"type":"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/A5102760381","display_name":"Zhenguo Yang","orcid":"https://orcid.org/0000-0003-3279-0732"},"institutions":[{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]},{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["CN","HK"],"is_corresponding":false,"raw_author_name":"Zhenguo Yang","raw_affiliation_strings":["Department of Computer Science, City University of Hong Kong, Hong Kong, PR China","School of Computer Science and Technology, Guangdong University of Technology, Guangzhou, PR China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, City University of Hong Kong, Hong Kong, PR China","institution_ids":["https://openalex.org/I168719708"]},{"raw_affiliation_string":"School of Computer Science and Technology, Guangdong University of Technology, Guangzhou, PR China","institution_ids":["https://openalex.org/I139024713"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100404176","display_name":"Qing Li","orcid":"https://orcid.org/0000-0003-3370-471X"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Qing Li","raw_affiliation_strings":["Department of Computing, The Hong Kong Polytechnic University, Hong Kong, PR China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computing, The Hong Kong Polytechnic University, Hong Kong, PR China","institution_ids":["https://openalex.org/I14243506"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Liu Wenyin","orcid":null},"institutions":[{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liu Wenyin","raw_affiliation_strings":["School of Computer Science and Technology, Guangdong University of Technology, Guangzhou, PR China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Guangdong University of Technology, Guangzhou, PR China","institution_ids":["https://openalex.org/I139024713"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083333420","display_name":"Jianming Lv","orcid":"https://orcid.org/0000-0003-3691-4755"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianming Lv","raw_affiliation_strings":["School of Computer Science and Engineering, South China University of Technology, Guangzhou, PR China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, South China University of Technology, Guangzhou, PR China","institution_ids":["https://openalex.org/I90610280"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":6.7771,"has_fulltext":false,"cited_by_count":66,"citation_normalized_percentile":{"value":0.97346878,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"42","issue":"5","first_page":"1","last_page":"1"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9969000220298767,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9969000220298767,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9961000084877014,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9957000017166138,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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":0.8143101930618286},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.6925400495529175},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5878328680992126},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5075334310531616},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4790286123752594},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.4753294289112091},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4751669764518738},{"id":"https://openalex.org/keywords/external-data-representation","display_name":"External Data Representation","score":0.46731895208358765},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.4626767039299011},{"id":"https://openalex.org/keywords/rank","display_name":"Rank (graph theory)","score":0.43616795539855957},{"id":"https://openalex.org/keywords/residual","display_name":"Residual","score":0.43200045824050903},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3686566948890686},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.12964186072349548}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8143101930618286},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.6925400495529175},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5878328680992126},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5075334310531616},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4790286123752594},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.4753294289112091},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4751669764518738},{"id":"https://openalex.org/C116409475","wikidata":"https://www.wikidata.org/wiki/Q1385056","display_name":"External Data Representation","level":2,"score":0.46731895208358765},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.4626767039299011},{"id":"https://openalex.org/C164226766","wikidata":"https://www.wikidata.org/wiki/Q7293202","display_name":"Rank (graph theory)","level":2,"score":0.43616795539855957},{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.43200045824050903},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3686566948890686},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.12964186072349548},{"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/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"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/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tpami.2019.2893953","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpami.2019.2893953","pdf_url":null,"source":{"id":"https://openalex.org/S199944782","display_name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","issn_l":"0162-8828","issn":["0162-8828","1939-3539","2160-9292"],"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 Pattern Analysis and Machine Intelligence","raw_type":"journal-article"},{"id":"pmid:30668464","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/30668464","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_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":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on pattern analysis and machine intelligence","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.5899999737739563}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":82,"referenced_works":["https://openalex.org/W24871034","https://openalex.org/W1510632636","https://openalex.org/W1686810756","https://openalex.org/W1907775068","https://openalex.org/W1969780448","https://openalex.org/W1972702299","https://openalex.org/W1975815261","https://openalex.org/W1980061733","https://openalex.org/W1981974552","https://openalex.org/W1993962865","https://openalex.org/W1996219872","https://openalex.org/W1997201895","https://openalex.org/W2008340903","https://openalex.org/W2011261343","https://openalex.org/W2015175493","https://openalex.org/W2021345820","https://openalex.org/W2028302281","https://openalex.org/W2032042098","https://openalex.org/W2044686187","https://openalex.org/W2046385669","https://openalex.org/W2050103272","https://openalex.org/W2052575990","https://openalex.org/W2056935845","https://openalex.org/W2064988570","https://openalex.org/W2071207147","https://openalex.org/W2082161064","https://openalex.org/W2097664646","https://openalex.org/W2100235303","https://openalex.org/W2100549954","https://openalex.org/W2102715376","https://openalex.org/W2103163130","https://openalex.org/W2103972604","https://openalex.org/W2104819583","https://openalex.org/W2108119513","https://openalex.org/W2112447569","https://openalex.org/W2118597426","https://openalex.org/W2121765205","https://openalex.org/W2130315403","https://openalex.org/W2134670479","https://openalex.org/W2139710299","https://openalex.org/W2141917706","https://openalex.org/W2145793004","https://openalex.org/W2145962650","https://openalex.org/W2158003450","https://openalex.org/W2161343988","https://openalex.org/W2166202924","https://openalex.org/W2185917628","https://openalex.org/W2262946425","https://openalex.org/W2271263562","https://openalex.org/W2283717164","https://openalex.org/W2293831959","https://openalex.org/W2295186029","https://openalex.org/W2296015624","https://openalex.org/W2346689370","https://openalex.org/W2415447328","https://openalex.org/W2519936666","https://openalex.org/W2543892465","https://openalex.org/W2546239132","https://openalex.org/W2591694916","https://openalex.org/W2597701578","https://openalex.org/W2600467916","https://openalex.org/W2736054952","https://openalex.org/W2737075200","https://openalex.org/W2763775812","https://openalex.org/W2916184493","https://openalex.org/W2917772332","https://openalex.org/W2951085447","https://openalex.org/W2963630677","https://openalex.org/W3099438410","https://openalex.org/W4234917632","https://openalex.org/W4300560153","https://openalex.org/W6601029811","https://openalex.org/W6637373629","https://openalex.org/W6675164516","https://openalex.org/W6676727762","https://openalex.org/W6679792166","https://openalex.org/W6686858752","https://openalex.org/W6696922627","https://openalex.org/W6697063051","https://openalex.org/W6704634208","https://openalex.org/W6740826633","https://openalex.org/W6759388926"],"related_works":["https://openalex.org/W2560215812","https://openalex.org/W2949601986","https://openalex.org/W2788972299","https://openalex.org/W2521347458","https://openalex.org/W2498789492","https://openalex.org/W2729981612","https://openalex.org/W4233449973","https://openalex.org/W2925692864","https://openalex.org/W1570797710","https://openalex.org/W4379983991"],"abstract_inverted_index":{"Internet":[0],"platforms":[1],"provide":[2],"new":[3],"ways":[4],"for":[5],"people":[6],"to":[7,16,29,63,133],"share":[8],"experiences,":[9],"generating":[10],"massive":[11],"amounts":[12],"of":[13,57,100,171],"data":[14,35,46,49,59,72,87,96,123,139],"related":[15],"various":[17],"real-world":[18,31,150],"concepts.":[19],"In":[20],"this":[21],"paper,":[22],"we":[23],"present":[24],"an":[25],"event":[26,151],"detection":[27,152],"framework":[28],"discover":[30,134],"events":[32,136],"from":[33],"multiple":[34,48],"domains,":[36],"including":[37,109],"online":[38],"news":[39],"media":[40],"and":[41,81,98,117,156,161],"social":[42],"media.":[43],"As":[44],"multi-domain":[45],"possess":[47],"views":[50,88],"that":[51],"are":[52,61,131],"heterogeneous,":[53],"initial":[54],"dictionaries":[55],"consisting":[56],"labeled":[58],"samples":[60],"exploited":[62],"align":[64],"the":[65,86,91,94,106,122,135,138,142,169,172],"multi-view":[66,71],"data.":[67],"Furthermore,":[68],"a":[69],"shared":[70,84,110],"representation":[73],"(SMDR)":[74],"model":[75],"is":[76],"devised,":[77],"which":[78],"learns":[79],"underlying":[80,93,137],"intrinsic":[82],"structures":[83,92],"among":[85],"by":[89,126],"considering":[90],"data,":[95],"variations,":[97],"informativeness":[99],"dictionaries.":[101],"SMDR":[102],"incorpvarious":[103],"constraints":[104],"in":[105],"objective":[107],"function,":[108],"representation,":[111],"low-rank,":[112],"local":[113],"invariance,":[114],"reconstruction":[115,143],"error,":[116],"dictionary":[118],"independence":[119],"constraints.":[120],"Given":[121],"representations":[124],"achieved":[125],"SMDR,":[127],"class-wise":[128],"residual":[129],"models":[130],"designed":[132],"based":[140],"on":[141,148],"residuals.":[144],"Extensive":[145],"experiments":[146],"conducted":[147],"two":[149],"datasets,":[153],"i.e.,":[154],"Multi-domain":[155],"Multi-modality":[157],"Event":[158,164],"Detection":[159,165],"dataset,":[160,167],"MediaEval":[162],"Social":[163],"2014":[166],"indicating":[168],"effectiveness":[170],"proposed":[173],"approaches.":[174]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":11},{"year":2022,"cited_by_count":13},{"year":2021,"cited_by_count":12},{"year":2020,"cited_by_count":17},{"year":2019,"cited_by_count":6}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}