{"id":"https://openalex.org/W2039140876","doi":"https://doi.org/10.1109/icicis.2010.5534786","title":"Spectral clustering algorithm based on adaptive neighbor distance sort order","display_name":"Spectral clustering algorithm based on adaptive neighbor distance sort order","publication_year":2010,"publication_date":"2010-06-01","ids":{"openalex":"https://openalex.org/W2039140876","doi":"https://doi.org/10.1109/icicis.2010.5534786","mag":"2039140876"},"language":"en","primary_location":{"id":"doi:10.1109/icicis.2010.5534786","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icicis.2010.5534786","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 3rd International Conference on Information Sciences and Interaction Sciences","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/A5100386939","display_name":"Yifei Zhang","orcid":"https://orcid.org/0000-0002-8898-4870"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yifei Zhang","raw_affiliation_strings":["School of Software, University of Electronic Science and Technology, Chengdu, China","School of Software University of Electronic Science and Technology of China, Chengdu 610054, P. R. China"],"affiliations":[{"raw_affiliation_string":"School of Software, University of Electronic Science and Technology, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]},{"raw_affiliation_string":"School of Software University of Electronic Science and Technology of China, Chengdu 610054, P. R. China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101411166","display_name":"Junlin Zhou","orcid":"https://orcid.org/0000-0002-9575-2533"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junlin Zhou","raw_affiliation_strings":["School of Software, University of Electronic Science and Technology, Chengdu, China","School of Software University of Electronic Science and Technology of China, Chengdu 610054, P. R. China"],"affiliations":[{"raw_affiliation_string":"School of Software, University of Electronic Science and Technology, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]},{"raw_affiliation_string":"School of Software University of Electronic Science and Technology of China, Chengdu 610054, P. R. China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102773413","display_name":"Yan Fu","orcid":"https://orcid.org/0000-0001-9943-7656"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yan Fu","raw_affiliation_strings":["School of Software, University of Electronic Science and Technology, Chengdu, China","School of Software University of Electronic Science and Technology of China, Chengdu 610054, P. R. China"],"affiliations":[{"raw_affiliation_string":"School of Software, University of Electronic Science and Technology, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]},{"raw_affiliation_string":"School of Software University of Electronic Science and Technology of China, Chengdu 610054, P. R. China","institution_ids":["https://openalex.org/I150229711"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100386939"],"corresponding_institution_ids":["https://openalex.org/I150229711"],"apc_list":null,"apc_paid":null,"fwci":0.6374,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.6996434,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"14","issue":null,"first_page":"444","last_page":"447"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9940000176429749,"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":0.9940000176429749,"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/T13717","display_name":"Advanced Algorithms and Applications","score":0.9830999970436096,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.982699990272522,"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":0.8364945650100708},{"id":"https://openalex.org/keywords/sort","display_name":"sort","score":0.819054901599884},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6038179993629456},{"id":"https://openalex.org/keywords/spectral-clustering","display_name":"Spectral clustering","score":0.5813309550285339},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.5390201807022095},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5125002861022949},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.47249355912208557},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.43480509519577026},{"id":"https://openalex.org/keywords/cure-data-clustering-algorithm","display_name":"CURE data clustering algorithm","score":0.429060697555542},{"id":"https://openalex.org/keywords/affinity-propagation","display_name":"Affinity propagation","score":0.4258819818496704},{"id":"https://openalex.org/keywords/cluster","display_name":"Cluster (spacecraft)","score":0.4203365445137024},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3754608929157257},{"id":"https://openalex.org/keywords/correlation-clustering","display_name":"Correlation clustering","score":0.3688995838165283},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.34241971373558044},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.07482543587684631}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.8364945650100708},{"id":"https://openalex.org/C88548561","wikidata":"https://www.wikidata.org/wiki/Q347599","display_name":"sort","level":2,"score":0.819054901599884},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6038179993629456},{"id":"https://openalex.org/C105611402","wikidata":"https://www.wikidata.org/wiki/Q2976589","display_name":"Spectral clustering","level":3,"score":0.5813309550285339},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.5390201807022095},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5125002861022949},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.47249355912208557},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.43480509519577026},{"id":"https://openalex.org/C33704608","wikidata":"https://www.wikidata.org/wiki/Q5014717","display_name":"CURE data clustering algorithm","level":4,"score":0.429060697555542},{"id":"https://openalex.org/C109659709","wikidata":"https://www.wikidata.org/wiki/Q3407504","display_name":"Affinity propagation","level":5,"score":0.4258819818496704},{"id":"https://openalex.org/C164866538","wikidata":"https://www.wikidata.org/wiki/Q367351","display_name":"Cluster (spacecraft)","level":2,"score":0.4203365445137024},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3754608929157257},{"id":"https://openalex.org/C94641424","wikidata":"https://www.wikidata.org/wiki/Q5172845","display_name":"Correlation clustering","level":3,"score":0.3688995838165283},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.34241971373558044},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.07482543587684631},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icicis.2010.5534786","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icicis.2010.5534786","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 3rd International Conference on Information Sciences and Interaction Sciences","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Responsible consumption and production","id":"https://metadata.un.org/sdg/12","score":0.46000000834465027}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W1562009739","https://openalex.org/W2107241511","https://openalex.org/W2121947440","https://openalex.org/W2141376824","https://openalex.org/W2165874743","https://openalex.org/W3120740533","https://openalex.org/W6633725402","https://openalex.org/W6684578312"],"related_works":["https://openalex.org/W2358586643","https://openalex.org/W2567087402","https://openalex.org/W2245611357","https://openalex.org/W1975195692","https://openalex.org/W2794209582","https://openalex.org/W1528194447","https://openalex.org/W2287240295","https://openalex.org/W3216631516","https://openalex.org/W2065347048","https://openalex.org/W1979094538"],"abstract_inverted_index":{"Spectral":[0],"clustering":[1,17],"has":[2,30,59],"been":[3,60],"widely":[4],"used":[5],"in":[6,9,62,73,80],"data":[7,29],"mining":[8],"the":[10,22,42,47,68,74,86],"past":[11],"years.":[12],"The":[13,65],"performance":[14],"of":[15,24],"spectral":[16],"is":[18,33],"very":[19,34],"sensitive":[20],"to":[21,36],"selection":[23],"scale":[25,43],"parameter.":[26,44],"Especially,":[27],"when":[28],"multi-scale":[31],"it":[32],"difficult":[35],"find":[37],"a":[38],"proper":[39],"value":[40],"for":[41],"To":[45],"solve":[46],"problem,":[48],"an":[49],"improved":[50],"method":[51,66,99],"based":[52],"on":[53,85],"adaptive":[54],"neighbor":[55],"distance":[56],"sort":[57],"order":[58],"proposed":[61],"this":[63],"paper.":[64],"enlarges":[67],"affinity":[69],"between":[70],"two":[71],"points":[72],"same":[75],"cluster":[76],"and":[77,88,100],"reduces":[78],"that":[79],"different":[81],"clusters.":[82],"Our":[83],"experiments":[84],"synthetic":[87],"real":[89],"life":[90],"datasets":[91],"have":[92],"shown":[93],"promising":[94],"results":[95],"comparing":[96],"with":[97],"tradition":[98],"k-means.":[101]},"counts_by_year":[{"year":2017,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
