{"id":"https://openalex.org/W4386214750","doi":"https://doi.org/10.1109/snpd-winter57765.2023.10224009","title":"Multi-Head Self-Attention Network for Multi-View Deep Clustering","display_name":"Multi-Head Self-Attention Network for Multi-View Deep Clustering","publication_year":2023,"publication_date":"2023-07-05","ids":{"openalex":"https://openalex.org/W4386214750","doi":"https://doi.org/10.1109/snpd-winter57765.2023.10224009"},"language":"en","primary_location":{"id":"doi:10.1109/snpd-winter57765.2023.10224009","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/snpd-winter57765.2023.10224009","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 26th ACIS International Winter Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD-Winter)","raw_type":"proceedings-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/A5113177899","display_name":"Jian Zhou","orcid":"https://orcid.org/0000-0002-0160-7942"},"institutions":[{"id":"https://openalex.org/I4210134523","display_name":"State Forestry and Grassland Administration","ror":"https://ror.org/03f2n3n81","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210134523"]},{"id":"https://openalex.org/I31683504","display_name":"Beijing Forestry University","ror":"https://ror.org/04xv2pc41","country_code":"CN","type":"education","lineage":["https://openalex.org/I1327237609","https://openalex.org/I31683504","https://openalex.org/I4210127390"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jian Zhou","raw_affiliation_strings":["School of Information Science and Technology, Beijing Forestry University,National Forestry and Grassland Administration Engineering Research Center for Forestry-oriented Intelligent Information Processing,Beijing,China","National Forestry and Grassland Administration Engineering Research Center for Forestry-oriented Intelligent Information Processing, School of Information Science and Technology, Beijing Forestry University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Beijing Forestry University,National Forestry and Grassland Administration Engineering Research Center for Forestry-oriented Intelligent Information Processing,Beijing,China","institution_ids":["https://openalex.org/I31683504","https://openalex.org/I4210134523"]},{"raw_affiliation_string":"National Forestry and Grassland Administration Engineering Research Center for Forestry-oriented Intelligent Information Processing, School of Information Science and Technology, Beijing Forestry University, Beijing, China","institution_ids":["https://openalex.org/I31683504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108859731","display_name":"Qike Cao","orcid":null},"institutions":[{"id":"https://openalex.org/I4210134523","display_name":"State Forestry and Grassland Administration","ror":"https://ror.org/03f2n3n81","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210134523"]},{"id":"https://openalex.org/I31683504","display_name":"Beijing Forestry University","ror":"https://ror.org/04xv2pc41","country_code":"CN","type":"education","lineage":["https://openalex.org/I1327237609","https://openalex.org/I31683504","https://openalex.org/I4210127390"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qike Cao","raw_affiliation_strings":["School of Information Science and Technology, Beijing Forestry University,National Forestry and Grassland Administration Engineering Research Center for Forestry-oriented Intelligent Information Processing,Beijing,China","National Forestry and Grassland Administration Engineering Research Center for Forestry-oriented Intelligent Information Processing, School of Information Science and Technology, Beijing Forestry University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Beijing Forestry University,National Forestry and Grassland Administration Engineering Research Center for Forestry-oriented Intelligent Information Processing,Beijing,China","institution_ids":["https://openalex.org/I31683504","https://openalex.org/I4210134523"]},{"raw_affiliation_string":"National Forestry and Grassland Administration Engineering Research Center for Forestry-oriented Intelligent Information Processing, School of Information Science and Technology, Beijing Forestry University, Beijing, China","institution_ids":["https://openalex.org/I31683504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100423622","display_name":"Chao Song","orcid":"https://orcid.org/0000-0003-2140-0364"},"institutions":[{"id":"https://openalex.org/I4210134523","display_name":"State Forestry and Grassland Administration","ror":"https://ror.org/03f2n3n81","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210134523"]},{"id":"https://openalex.org/I31683504","display_name":"Beijing Forestry University","ror":"https://ror.org/04xv2pc41","country_code":"CN","type":"education","lineage":["https://openalex.org/I1327237609","https://openalex.org/I31683504","https://openalex.org/I4210127390"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chao Song","raw_affiliation_strings":["School of Information Science and Technology, Beijing Forestry University,National Forestry and Grassland Administration Engineering Research Center for Forestry-oriented Intelligent Information Processing,Beijing,China","National Forestry and Grassland Administration Engineering Research Center for Forestry-oriented Intelligent Information Processing, School of Information Science and Technology, Beijing Forestry University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Beijing Forestry University,National Forestry and Grassland Administration Engineering Research Center for Forestry-oriented Intelligent Information Processing,Beijing,China","institution_ids":["https://openalex.org/I31683504","https://openalex.org/I4210134523"]},{"raw_affiliation_string":"National Forestry and Grassland Administration Engineering Research Center for Forestry-oriented Intelligent Information Processing, School of Information Science and Technology, Beijing Forestry University, Beijing, China","institution_ids":["https://openalex.org/I31683504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061025828","display_name":"Yu Zhou","orcid":"https://orcid.org/0000-0001-8407-1137"},"institutions":[{"id":"https://openalex.org/I31683504","display_name":"Beijing Forestry University","ror":"https://ror.org/04xv2pc41","country_code":"CN","type":"education","lineage":["https://openalex.org/I1327237609","https://openalex.org/I31683504","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I4210134523","display_name":"State Forestry and Grassland Administration","ror":"https://ror.org/03f2n3n81","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210134523"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu Zhou","raw_affiliation_strings":["School of Information Science and Technology, Beijing Forestry University,National Forestry and Grassland Administration Engineering Research Center for Forestry-oriented Intelligent Information Processing,Beijing,China","National Forestry and Grassland Administration Engineering Research Center for Forestry-oriented Intelligent Information Processing, School of Information Science and Technology, Beijing Forestry University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Beijing Forestry University,National Forestry and Grassland Administration Engineering Research Center for Forestry-oriented Intelligent Information Processing,Beijing,China","institution_ids":["https://openalex.org/I31683504","https://openalex.org/I4210134523"]},{"raw_affiliation_string":"National Forestry and Grassland Administration Engineering Research Center for Forestry-oriented Intelligent Information Processing, School of Information Science and Technology, Beijing Forestry University, Beijing, China","institution_ids":["https://openalex.org/I31683504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011144370","display_name":"Xiaowen Xi","orcid":null},"institutions":[{"id":"https://openalex.org/I4210134523","display_name":"State Forestry and Grassland Administration","ror":"https://ror.org/03f2n3n81","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210134523"]},{"id":"https://openalex.org/I31683504","display_name":"Beijing Forestry University","ror":"https://ror.org/04xv2pc41","country_code":"CN","type":"education","lineage":["https://openalex.org/I1327237609","https://openalex.org/I31683504","https://openalex.org/I4210127390"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaowen Xi","raw_affiliation_strings":["School of Information Science and Technology, Beijing Forestry University,National Forestry and Grassland Administration Engineering Research Center for Forestry-oriented Intelligent Information Processing,Beijing,China","National Forestry and Grassland Administration Engineering Research Center for Forestry-oriented Intelligent Information Processing, School of Information Science and Technology, Beijing Forestry University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Beijing Forestry University,National Forestry and Grassland Administration Engineering Research Center for Forestry-oriented Intelligent Information Processing,Beijing,China","institution_ids":["https://openalex.org/I31683504","https://openalex.org/I4210134523"]},{"raw_affiliation_string":"National Forestry and Grassland Administration Engineering Research Center for Forestry-oriented Intelligent Information Processing, School of Information Science and Technology, Beijing Forestry University, Beijing, China","institution_ids":["https://openalex.org/I31683504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039815940","display_name":"Dongmei Li","orcid":"https://orcid.org/0000-0001-7409-6656"},"institutions":[{"id":"https://openalex.org/I4210134523","display_name":"State Forestry and Grassland Administration","ror":"https://ror.org/03f2n3n81","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210134523"]},{"id":"https://openalex.org/I31683504","display_name":"Beijing Forestry University","ror":"https://ror.org/04xv2pc41","country_code":"CN","type":"education","lineage":["https://openalex.org/I1327237609","https://openalex.org/I31683504","https://openalex.org/I4210127390"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dongmei Li","raw_affiliation_strings":["School of Information Science and Technology, Beijing Forestry University,National Forestry and Grassland Administration Engineering Research Center for Forestry-oriented Intelligent Information Processing,Beijing,China","National Forestry and Grassland Administration Engineering Research Center for Forestry-oriented Intelligent Information Processing, School of Information Science and Technology, Beijing Forestry University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Beijing Forestry University,National Forestry and Grassland Administration Engineering Research Center for Forestry-oriented Intelligent Information Processing,Beijing,China","institution_ids":["https://openalex.org/I31683504","https://openalex.org/I4210134523"]},{"raw_affiliation_string":"National Forestry and Grassland Administration Engineering Research Center for Forestry-oriented Intelligent Information Processing, School of Information Science and Technology, Beijing Forestry University, Beijing, China","institution_ids":["https://openalex.org/I31683504"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100363146","display_name":"Xiao\u2013Ping Zhang","orcid":"https://orcid.org/0000-0001-5241-0069"},"institutions":[{"id":"https://openalex.org/I4210141683","display_name":"China Academy of Chinese Medical Sciences","ror":"https://ror.org/042pgcv68","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210141683"]},{"id":"https://openalex.org/I200296433","display_name":"Chinese Academy of Medical Sciences & Peking Union Medical College","ror":"https://ror.org/02drdmm93","country_code":"CN","type":"education","lineage":["https://openalex.org/I200296433"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoping Zhang","raw_affiliation_strings":["National Data Center of Traditional Chinese Medicine, China Academy of Chinese Medical Sciences,Beijing,China","National Data Center of Traditional Chinese Medicine, China Academy of Chinese Medical Sciences, Beijing, China"],"affiliations":[{"raw_affiliation_string":"National Data Center of Traditional Chinese Medicine, China Academy of Chinese Medical Sciences,Beijing,China","institution_ids":["https://openalex.org/I200296433","https://openalex.org/I4210141683"]},{"raw_affiliation_string":"National Data Center of Traditional Chinese Medicine, China Academy of Chinese Medical Sciences, Beijing, China","institution_ids":["https://openalex.org/I200296433"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5113177899"],"corresponding_institution_ids":["https://openalex.org/I31683504","https://openalex.org/I4210134523"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.09756518,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"28","issue":null,"first_page":"3","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.998199999332428,"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/T10057","display_name":"Face and Expression Recognition","score":0.998199999332428,"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":0.9973999857902527,"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/T10689","display_name":"Remote-Sensing Image Classification","score":0.9958999752998352,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.82664555311203},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.797758936882019},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5921759009361267},{"id":"https://openalex.org/keywords/conceptual-clustering","display_name":"Conceptual clustering","score":0.49609407782554626},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4623924493789673},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.43065494298934937},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4240027070045471},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.40328338742256165},{"id":"https://openalex.org/keywords/canopy-clustering-algorithm","display_name":"Canopy clustering algorithm","score":0.3245370388031006},{"id":"https://openalex.org/keywords/correlation-clustering","display_name":"Correlation clustering","score":0.3115624487400055}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.82664555311203},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.797758936882019},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5921759009361267},{"id":"https://openalex.org/C39235581","wikidata":"https://www.wikidata.org/wiki/Q5158434","display_name":"Conceptual clustering","level":5,"score":0.49609407782554626},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4623924493789673},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.43065494298934937},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4240027070045471},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.40328338742256165},{"id":"https://openalex.org/C104047586","wikidata":"https://www.wikidata.org/wiki/Q5033439","display_name":"Canopy clustering algorithm","level":4,"score":0.3245370388031006},{"id":"https://openalex.org/C94641424","wikidata":"https://www.wikidata.org/wiki/Q5172845","display_name":"Correlation clustering","level":3,"score":0.3115624487400055},{"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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/snpd-winter57765.2023.10224009","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/snpd-winter57765.2023.10224009","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 26th ACIS International Winter Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD-Winter)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1634564638","display_name":null,"funder_award_id":"2017YFC1703506","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"}],"funders":[{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1523385540","https://openalex.org/W2112796928","https://openalex.org/W2142674578","https://openalex.org/W2165874743","https://openalex.org/W2169709322","https://openalex.org/W2176433868","https://openalex.org/W2194775991","https://openalex.org/W2290309368","https://openalex.org/W2533545350","https://openalex.org/W2740464254","https://openalex.org/W2752190933","https://openalex.org/W2787885212","https://openalex.org/W2788811707","https://openalex.org/W2797653144","https://openalex.org/W2896169497","https://openalex.org/W2898199757","https://openalex.org/W2943996654","https://openalex.org/W2966840649","https://openalex.org/W3035663159","https://openalex.org/W4293568373","https://openalex.org/W4296617823","https://openalex.org/W4307501835","https://openalex.org/W4315926876","https://openalex.org/W4319300887","https://openalex.org/W6631216910","https://openalex.org/W6684578312","https://openalex.org/W6685357932","https://openalex.org/W6696851070","https://openalex.org/W6728550200","https://openalex.org/W6755064682"],"related_works":["https://openalex.org/W3144143113","https://openalex.org/W3022637481","https://openalex.org/W3120229345","https://openalex.org/W3088133960","https://openalex.org/W3039964395","https://openalex.org/W2371010743","https://openalex.org/W2607902515","https://openalex.org/W3161536855","https://openalex.org/W1970969031","https://openalex.org/W2607137685"],"abstract_inverted_index":{"Multi-view":[0],"clustering":[1],"comprehensively":[2],"processes":[3],"data":[4,26,60],"objects":[5,27],"by":[6,31],"studying":[7],"different":[8,21,29,59],"views":[9,46],"or":[10,17],"modalities,":[11],"as":[12,14],"well":[13],"the":[15,25,37,42,53,63,89],"differences":[16],"complementary":[18],"information":[19,43,56,85],"between":[20],"views,":[22],"then":[23],"classifies":[24],"into":[28],"groups":[30],"unsupervised":[32],"learning.":[33],"However,":[34],"most":[35],"of":[36,44,55,65,91],"work":[38],"these":[39],"days":[40],"fuses":[41],"multiple":[45],"only":[47],"after":[48],"rough":[49],"processing,":[50],"which":[51],"ignores":[52],"difference":[54],"value":[57],"among":[58],"features":[61,86],"in":[62],"process":[64],"deep":[66],"fusion":[67],"representation.":[68],"In":[69],"this":[70],"paper,":[71],"we":[72],"propose":[73],"a":[74],"Multi-head":[75],"Self-attention":[76],"network":[77],"for":[78,120],"Deep":[79],"Clustering":[80],"(MSDC)":[81],"to":[82],"highlight":[83],"valuable":[84],"and":[87,104],"improve":[88],"effect":[90],"multi-view":[92,121],"clustering.":[93,122],"Comprehensive":[94],"experiments":[95],"have":[96],"been":[97],"carried":[98],"out":[99],"on":[100],"real":[101],"world":[102],"datasets":[103],"results":[105],"show":[106],"that":[107,114],"MSDC":[108,115],"outperforms":[109],"other":[110],"advanced":[111],"baselines,":[112],"demonstrating":[113],"provides":[116],"an":[117],"excellent":[118],"approach":[119]},"counts_by_year":[],"updated_date":"2025-12-24T23:09:58.560324","created_date":"2025-10-10T00:00:00"}