{"id":"https://openalex.org/W2739556897","doi":"https://doi.org/10.24963/ijcai.2017/387","title":"Vertex-Weighted Hypergraph Learning for Multi-View Object Classification","display_name":"Vertex-Weighted Hypergraph Learning for Multi-View Object Classification","publication_year":2017,"publication_date":"2017-07-28","ids":{"openalex":"https://openalex.org/W2739556897","doi":"https://doi.org/10.24963/ijcai.2017/387","mag":"2739556897"},"language":"en","primary_location":{"id":"doi:10.24963/ijcai.2017/387","is_oa":true,"landing_page_url":"https://doi.org/10.24963/ijcai.2017/387","pdf_url":"https://www.ijcai.org/proceedings/2017/0387.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.ijcai.org/proceedings/2017/0387.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5090193499","display_name":"Lifan Su","orcid":"https://orcid.org/0000-0002-5888-4238"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lifan Su","raw_affiliation_strings":["Key Laboratory for Information System Security, Ministry of Education","School of Software, Tsinghua University, China","Tsinghua National Laboratory for Information Science and Technology","Key Laboratory for Information System Security, Ministry of Education Tsinghua National Laboratory for Information Science and Technology School of Software, Tsinghua University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory for Information System Security, Ministry of Education","institution_ids":[]},{"raw_affiliation_string":"School of Software, Tsinghua University, China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"Tsinghua National Laboratory for Information Science and Technology","institution_ids":[]},{"raw_affiliation_string":"Key Laboratory for Information System Security, Ministry of Education Tsinghua National Laboratory for Information Science and Technology School of Software, Tsinghua University, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100602494","display_name":"Yue Gao","orcid":"https://orcid.org/0000-0002-4971-590X"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yue Gao","raw_affiliation_strings":["School of Software, Tsinghua University, Beijing 100084, China","Key Laboratory for Information System Security, Ministry of Education Tsinghua National Laboratory for Information Science and Technology School of Software, Tsinghua University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Software, Tsinghua University, Beijing 100084, China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"Key Laboratory for Information System Security, Ministry of Education Tsinghua National Laboratory for Information Science and Technology School of Software, Tsinghua University, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100773043","display_name":"Xibin Zhao","orcid":"https://orcid.org/0000-0002-6168-7016"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xibin Zhao","raw_affiliation_strings":["Key Laboratory for Information System Security, Ministry of Education","School of Software, Tsinghua University, China","Tsinghua National Laboratory for Information Science and Technology","Key Laboratory for Information System Security, Ministry of Education Tsinghua National Laboratory for Information Science and Technology School of Software, Tsinghua University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory for Information System Security, Ministry of Education","institution_ids":[]},{"raw_affiliation_string":"School of Software, Tsinghua University, China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"Tsinghua National Laboratory for Information Science and Technology","institution_ids":[]},{"raw_affiliation_string":"Key Laboratory for Information System Security, Ministry of Education Tsinghua National Laboratory for Information Science and Technology School of Software, Tsinghua University, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073617379","display_name":"Hai Wan","orcid":"https://orcid.org/0000-0002-9608-5808"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hai Wan","raw_affiliation_strings":["Key Laboratory for Information System Security, Ministry of Education","School of Software, Tsinghua University, China","Tsinghua National Laboratory for Information Science and Technology","Key Laboratory for Information System Security, Ministry of Education; School of Software, Tsinghua University, China.; Tsinghua National Laboratory for Information Science and Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory for Information System Security, Ministry of Education","institution_ids":[]},{"raw_affiliation_string":"School of Software, Tsinghua University, China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"Tsinghua National Laboratory for Information Science and Technology","institution_ids":[]},{"raw_affiliation_string":"Key Laboratory for Information System Security, Ministry of Education; School of Software, Tsinghua University, China.; Tsinghua National Laboratory for Information Science and Technology","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100846520","display_name":"Ming Gu","orcid":null},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ming Gu","raw_affiliation_strings":["Key Laboratory for Information System Security, Ministry of Education","School of Software, Tsinghua University, China","Tsinghua National Laboratory for Information Science and Technology","Key Laboratory for Information System Security, Ministry of Education Tsinghua National Laboratory for Information Science and Technology School of Software, Tsinghua University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory for Information System Security, Ministry of Education","institution_ids":[]},{"raw_affiliation_string":"School of Software, Tsinghua University, China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"Tsinghua National Laboratory for Information Science and Technology","institution_ids":[]},{"raw_affiliation_string":"Key Laboratory for Information System Security, Ministry of Education Tsinghua National Laboratory for Information Science and Technology School of Software, Tsinghua University, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100429010","display_name":"Jiaguang Sun","orcid":"https://orcid.org/0000-0002-5884-7939"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiaguang Sun","raw_affiliation_strings":["Key Laboratory for Information System Security, Ministry of Education","School of Software, Tsinghua University, China","Tsinghua National Laboratory for Information Science and Technology","Key Laboratory for Information System Security, Ministry of Education Tsinghua National Laboratory for Information Science and Technology School of Software, Tsinghua University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory for Information System Security, Ministry of Education","institution_ids":[]},{"raw_affiliation_string":"School of Software, Tsinghua University, China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"Tsinghua National Laboratory for Information Science and Technology","institution_ids":[]},{"raw_affiliation_string":"Key Laboratory for Information System Security, Ministry of Education Tsinghua National Laboratory for Information Science and Technology School of Software, Tsinghua University, China","institution_ids":["https://openalex.org/I99065089"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I99065089"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":23,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"2779","last_page":"2785"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10812","display_name":"Human Pose and Action Recognition","score":0.9969000220298767,"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/T10812","display_name":"Human Pose and Action Recognition","score":0.9969000220298767,"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9961000084877014,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9850000143051147,"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/hypergraph","display_name":"Hypergraph","score":0.9657875299453735},{"id":"https://openalex.org/keywords/weighting","display_name":"Weighting","score":0.674834668636322},{"id":"https://openalex.org/keywords/vertex","display_name":"Vertex (graph theory)","score":0.6207852959632874},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5886547565460205},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.5742548704147339},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5618133544921875},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.47987475991249084},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.392913818359375},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3860670328140259},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3744008541107178},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3488396406173706},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3386939764022827},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.3291383683681488},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2839512228965759},{"id":"https://openalex.org/keywords/discrete-mathematics","display_name":"Discrete mathematics","score":0.09512865543365479}],"concepts":[{"id":"https://openalex.org/C2781221856","wikidata":"https://www.wikidata.org/wiki/Q840247","display_name":"Hypergraph","level":2,"score":0.9657875299453735},{"id":"https://openalex.org/C183115368","wikidata":"https://www.wikidata.org/wiki/Q856577","display_name":"Weighting","level":2,"score":0.674834668636322},{"id":"https://openalex.org/C80899671","wikidata":"https://www.wikidata.org/wiki/Q1304193","display_name":"Vertex (graph theory)","level":3,"score":0.6207852959632874},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5886547565460205},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.5742548704147339},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5618133544921875},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.47987475991249084},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.392913818359375},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3860670328140259},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3744008541107178},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3488396406173706},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3386939764022827},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.3291383683681488},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2839512228965759},{"id":"https://openalex.org/C118615104","wikidata":"https://www.wikidata.org/wiki/Q121416","display_name":"Discrete mathematics","level":1,"score":0.09512865543365479},{"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/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"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":1,"locations":[{"id":"doi:10.24963/ijcai.2017/387","is_oa":true,"landing_page_url":"https://doi.org/10.24963/ijcai.2017/387","pdf_url":"https://www.ijcai.org/proceedings/2017/0387.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.24963/ijcai.2017/387","is_oa":true,"landing_page_url":"https://doi.org/10.24963/ijcai.2017/387","pdf_url":"https://www.ijcai.org/proceedings/2017/0387.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4861134968","display_name":null,"funder_award_id":"2016ZX01038101","funder_id":"https://openalex.org/F4320329860","funder_display_name":"National Science and Technology Major Project"}],"funders":[{"id":"https://openalex.org/F4320323970","display_name":"Ministry of Industry and Information Technology of the People's Republic of China","ror":"https://ror.org/0385nmy68"},{"id":"https://openalex.org/F4320329860","display_name":"National Science and Technology Major Project","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2739556897.pdf","grobid_xml":"https://content.openalex.org/works/W2739556897.grobid-xml"},"referenced_works_count":23,"referenced_works":["https://openalex.org/W566612420","https://openalex.org/W1644641054","https://openalex.org/W1902024696","https://openalex.org/W1987769400","https://openalex.org/W1989889610","https://openalex.org/W2000771160","https://openalex.org/W2007200979","https://openalex.org/W2021122545","https://openalex.org/W2034785770","https://openalex.org/W2035299679","https://openalex.org/W2068078373","https://openalex.org/W2096894759","https://openalex.org/W2099789128","https://openalex.org/W2117513046","https://openalex.org/W2128700566","https://openalex.org/W2138516811","https://openalex.org/W2144093206","https://openalex.org/W2154624311","https://openalex.org/W2167451801","https://openalex.org/W2170057991","https://openalex.org/W2293500398","https://openalex.org/W2295765669","https://openalex.org/W2331050942"],"related_works":["https://openalex.org/W4376608589","https://openalex.org/W1537073411","https://openalex.org/W1948107826","https://openalex.org/W3138003926","https://openalex.org/W1630514295","https://openalex.org/W4300037846","https://openalex.org/W4288275998","https://openalex.org/W2017917301","https://openalex.org/W1973723221","https://openalex.org/W2558716804"],"abstract_inverted_index":{"3D":[0,65,100],"object":[1,101,124,154,159],"classification":[2],"with":[3,128,182],"multi-view":[4,99],"representation":[5],"has":[6,164],"become":[7],"very":[8],"popular,":[9],"thanks":[10],"to":[11,55,60],"the":[12,38,45,57,62,68,84,111,133,139,148,152,172,175,183,192],"progress":[13],"on":[14,72,147,167],"computer":[15],"techniques":[16],"and":[17,20,44,122,151,174,180,186],"graphic":[18],"hardware,":[19],"attracted":[21],"much":[22],"research":[23],"attention":[24],"in":[25,118,138],"recent":[26,187],"years.":[27],"Regarding":[28],"this":[29,51,89],"task,":[30],"there":[31],"are":[32],"mainly":[33],"two":[34,168],"challenging":[35],"issues,":[36],"i.e.,":[37,171],"complex":[39],"correlation":[40,74,112],"among":[41,64,113],"multiple":[42],"views":[43],"possible":[46],"imbalance":[47,85],"data":[48,86],"issue.":[49,87],"In":[50,108],"work,":[52],"we":[53,91],"propose":[54,92],"employ":[56],"hypergraph":[58,71,78,95,106,120,150],"structure":[59,121],"formulate":[61],"relationship":[63],"objects,":[66],"taking":[67],"advantage":[69],"of":[70,135,194],"high-order":[73],"modelling.":[75],"However,":[76],"traditional":[77],"learning":[79,96,140,143,189],"method":[80,163,190],"may":[81],"suffer":[82],"from":[83],"To":[88],"end,":[90],"a":[93,119,129],"vertex-weighted":[94,149],"algorithm":[97],"for":[98,158],"classification,":[102],"introducing":[103],"an":[104],"updated":[105],"structure.":[107],"our":[109,195],"method,":[110],"different":[114],"objects":[115],"is":[116,126,145,156],"formulated":[117],"each":[123,136],"(vertex)":[125],"associated":[127],"corresponding":[130],"weight,":[131],"weighting":[132],"importance":[134],"sample":[137],"process.":[141],"The":[142,161],"process":[144],"conducted":[146],"estimated":[153],"relevance":[155],"employed":[157],"classification.":[160],"proposed":[162,196],"been":[165],"evaluated":[166],"public":[169],"benchmarks,":[170],"NTU":[173],"PSB":[176],"datasets.":[177],"Experimental":[178],"results":[179],"comparison":[181],"state-of-the-art":[184],"methods":[185],"deep":[188],"demonstrate":[191],"effectiveness":[193],"method.":[197]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":5}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
