{"id":"https://openalex.org/W4411747232","doi":"https://doi.org/10.1145/3718391.3718433","title":"Consistent and Inconsistent Multi-view Clustering Based on Augmented View","display_name":"Consistent and Inconsistent Multi-view Clustering Based on Augmented View","publication_year":2024,"publication_date":"2024-12-13","ids":{"openalex":"https://openalex.org/W4411747232","doi":"https://doi.org/10.1145/3718391.3718433"},"language":"en","primary_location":{"id":"doi:10.1145/3718391.3718433","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3718391.3718433","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 the 12th International Conference on Information Technology (ICIT)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3718391.3718433","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Zhixin Yu","orcid":"https://orcid.org/0009-0002-7389-5434"},"institutions":[{"id":"https://openalex.org/I43313876","display_name":"Dalian Maritime University","ror":"https://ror.org/002b7nr53","country_code":"CN","type":"education","lineage":["https://openalex.org/I43313876"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhixin Yu","raw_affiliation_strings":["Dalian Maritime University, Dalian, China"],"raw_orcid":"https://orcid.org/0009-0002-7389-5434","affiliations":[{"raw_affiliation_string":"Dalian Maritime University, Dalian, China","institution_ids":["https://openalex.org/I43313876"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080037549","display_name":"Yunjie Zhang","orcid":"https://orcid.org/0000-0002-6962-6189"},"institutions":[{"id":"https://openalex.org/I43313876","display_name":"Dalian Maritime University","ror":"https://ror.org/002b7nr53","country_code":"CN","type":"education","lineage":["https://openalex.org/I43313876"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunjie Zhang","raw_affiliation_strings":["Dalian Maritime University, Dalian, China"],"raw_orcid":"https://orcid.org/0000-0002-6962-6189","affiliations":[{"raw_affiliation_string":"Dalian Maritime University, Dalian, China","institution_ids":["https://openalex.org/I43313876"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101137596","display_name":"Zicheng Zhao","orcid":null},"institutions":[{"id":"https://openalex.org/I43313876","display_name":"Dalian Maritime University","ror":"https://ror.org/002b7nr53","country_code":"CN","type":"education","lineage":["https://openalex.org/I43313876"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zicheng Zhao","raw_affiliation_strings":["Dalian Maritime University, Dalian, China"],"raw_orcid":"https://orcid.org/0009-0008-2983-294X","affiliations":[{"raw_affiliation_string":"Dalian Maritime University, Dalian, China","institution_ids":["https://openalex.org/I43313876"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I43313876"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"247","last_page":"253"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9962000250816345,"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9962000250816345,"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/T11439","display_name":"Video Analysis and Summarization","score":0.9902999997138977,"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/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9901000261306763,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6913443207740784},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6600561738014221},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.430664986371994}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6913443207740784},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6600561738014221},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.430664986371994}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3718391.3718433","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3718391.3718433","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 the 12th International Conference on Information Technology (ICIT)","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3718391.3718433","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3718391.3718433","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 the 12th International Conference on Information Technology (ICIT)","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1600471557","https://openalex.org/W2088748973","https://openalex.org/W2197707282","https://openalex.org/W2525579820","https://openalex.org/W2531563875","https://openalex.org/W2565835729","https://openalex.org/W2737186053","https://openalex.org/W2740464254","https://openalex.org/W2787885212","https://openalex.org/W2912377370","https://openalex.org/W2963885538","https://openalex.org/W3184340199","https://openalex.org/W4247924304","https://openalex.org/W4249502209","https://openalex.org/W4283698777","https://openalex.org/W4387337436","https://openalex.org/W4387493034","https://openalex.org/W4392058257","https://openalex.org/W6639849261","https://openalex.org/W6687389927"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Multi-view":[0],"clustering":[1,129,134,152,159],"plays":[2],"an":[3,43],"increasingly":[4],"important":[5],"role":[6,109],"across":[7],"various":[8],"fields":[9],"by":[10],"fusing":[11],"multiple":[12,30,90],"forms":[13],"of":[14,98,110,145],"data.":[15],"However,":[16],"most":[17],"current":[18],"methods":[19],"do":[20],"not":[21,114],"fully":[22],"utilize":[23],"the":[24,49,56,82,89,99,102,105,108,121,132,143,146],"consistency":[25,111],"and":[26,46,55,69,126],"inconsistency":[27,83],"information":[28,84,112],"between":[29,88],"views.":[31,103],"This":[32],"paper":[33],"proposes":[34],"a":[35,78,94],"new":[36],"method.":[37],"It":[38],"connects":[39],"each":[40,53],"view":[41,54],"to":[42,85,130,156],"enhanced":[44,57],"matrix":[45,61],"then":[47],"obtains":[48],"self-representation":[50,60],"matrices":[51],"for":[52,124],"view.":[58],"Each":[59],"is":[62,154],"divided":[63],"into":[64,77],"two":[65],"parts:":[66],"consistent":[67],"item":[68],"inconsistent":[70,73],"items.":[71],"The":[72,117],"items":[74],"are":[75],"stacked":[76],"tensor,":[79],"which":[80],"utilizes":[81,120],"establish":[86],"connections":[87],"views,":[91],"thereby":[92],"enabling":[93],"more":[95],"comprehensive":[96],"exploration":[97],"correlations":[100],"among":[101],"At":[104],"same":[106],"time,":[107],"should":[113],"be":[115],"overlooked.":[116],"proposed":[118,147],"method":[119],"ADMM":[122],"algorithm":[123],"solving,":[125],"applies":[127],"spectral":[128],"obtain":[131],"final":[133],"results.":[135],"Experimental":[136],"results":[137],"on":[138],"six":[139],"benchmark":[140],"datasets":[141],"confirm":[142],"effectiveness":[144],"model,":[148],"demonstrating":[149],"that":[150],"its":[151],"performance":[153],"superior":[155],"existing":[157],"multi-view":[158],"methods.":[160]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}