{"id":"https://openalex.org/W2009377615","doi":"https://doi.org/10.1109/icnc.2010.5583507","title":"A new clustering algorithm based on artificial immune network and K-means method","display_name":"A new clustering algorithm based on artificial immune network and K-means method","publication_year":2010,"publication_date":"2010-08-01","ids":{"openalex":"https://openalex.org/W2009377615","doi":"https://doi.org/10.1109/icnc.2010.5583507","mag":"2009377615"},"language":"en","primary_location":{"id":"doi:10.1109/icnc.2010.5583507","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icnc.2010.5583507","pdf_url":null,"source":{"id":"https://openalex.org/S4363608012","display_name":"2010 Sixth International Conference on Natural Computation","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 Sixth International Conference on Natural Computation","raw_type":"proceedings-article"},"type":"conference-paper","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/A5061577489","display_name":"Jinjian Qing","orcid":null},"institutions":[{"id":"https://openalex.org/I25254941","display_name":"Beijing Normal University","ror":"https://ror.org/022k4wk35","country_code":"CN","type":"education","lineage":["https://openalex.org/I25254941"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinjian Qing","raw_affiliation_strings":["College of Information Science and Technology, Beijing Normal University, Beijing, China","College of Information Science and Technology, Beijing Normal University, China#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Science and Technology, Beijing Normal University, Beijing, China","institution_ids":["https://openalex.org/I25254941"]},{"raw_affiliation_string":"College of Information Science and Technology, Beijing Normal University, China#TAB#","institution_ids":["https://openalex.org/I25254941"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109120561","display_name":"Xuefang Liang","orcid":null},"institutions":[{"id":"https://openalex.org/I25254941","display_name":"Beijing Normal University","ror":"https://ror.org/022k4wk35","country_code":"CN","type":"education","lineage":["https://openalex.org/I25254941"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuefang Liang","raw_affiliation_strings":["College of Information Science and Technology, Beijing Normal University, Beijing, China","College of Information Science and Technology, Beijing Normal University, China#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Science and Technology, Beijing Normal University, Beijing, China","institution_ids":["https://openalex.org/I25254941"]},{"raw_affiliation_string":"College of Information Science and Technology, Beijing Normal University, China#TAB#","institution_ids":["https://openalex.org/I25254941"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030902303","display_name":"Rongfang Bie","orcid":"https://orcid.org/0000-0002-9971-7698"},"institutions":[{"id":"https://openalex.org/I25254941","display_name":"Beijing Normal University","ror":"https://ror.org/022k4wk35","country_code":"CN","type":"education","lineage":["https://openalex.org/I25254941"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rongfang Bie","raw_affiliation_strings":["College of Information Science and Technology, Beijing Normal University, Beijing, China","College of Information Science and Technology, Beijing Normal University, China#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Science and Technology, Beijing Normal University, Beijing, China","institution_ids":["https://openalex.org/I25254941"]},{"raw_affiliation_string":"College of Information Science and Technology, Beijing Normal University, China#TAB#","institution_ids":["https://openalex.org/I25254941"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112195714","display_name":"Xiao-Zhi Gao","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xiaozhi Gao","raw_affiliation_strings":["Department of Electrical Engineering, Helsinki University of Technology, Espoo, Finland","(Department of Electrical Engineering, Helsinki University of Technology, Espoo, Finland)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Helsinki University of Technology, Espoo, Finland","institution_ids":[]},{"raw_affiliation_string":"(Department of Electrical Engineering, Helsinki University of Technology, Espoo, Finland)","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"1","issue":null,"first_page":"2826","last_page":"2830"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12391","display_name":"Artificial Immune Systems Applications","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12391","display_name":"Artificial Immune Systems Applications","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T10031","display_name":"T-cell and B-cell Immunology","score":0.9408000111579895,"subfield":{"id":"https://openalex.org/subfields/2403","display_name":"Immunology"},"field":{"id":"https://openalex.org/fields/24","display_name":"Immunology and Microbiology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10167","display_name":"Influenza Virus Research Studies","score":0.9261999726295471,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.8777376413345337},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7572609782218933},{"id":"https://openalex.org/keywords/artificial-immune-system","display_name":"Artificial immune system","score":0.5927750468254089},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5533115267753601},{"id":"https://openalex.org/keywords/cure-data-clustering-algorithm","display_name":"CURE data clustering algorithm","score":0.5165928602218628},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5097086429595947},{"id":"https://openalex.org/keywords/data-stream-clustering","display_name":"Data stream clustering","score":0.48880478739738464},{"id":"https://openalex.org/keywords/canopy-clustering-algorithm","display_name":"Canopy clustering algorithm","score":0.4878976047039032},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4610404670238495},{"id":"https://openalex.org/keywords/k-means-clustering","display_name":"k-means clustering","score":0.44744473695755005},{"id":"https://openalex.org/keywords/cluster","display_name":"Cluster (spacecraft)","score":0.4427487254142761},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.40811389684677124},{"id":"https://openalex.org/keywords/correlation-clustering","display_name":"Correlation clustering","score":0.39858153462409973},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.394314169883728}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.8777376413345337},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7572609782218933},{"id":"https://openalex.org/C93768804","wikidata":"https://www.wikidata.org/wiki/Q2518735","display_name":"Artificial immune system","level":2,"score":0.5927750468254089},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5533115267753601},{"id":"https://openalex.org/C33704608","wikidata":"https://www.wikidata.org/wiki/Q5014717","display_name":"CURE data clustering algorithm","level":4,"score":0.5165928602218628},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5097086429595947},{"id":"https://openalex.org/C193143536","wikidata":"https://www.wikidata.org/wiki/Q5227360","display_name":"Data stream clustering","level":5,"score":0.48880478739738464},{"id":"https://openalex.org/C104047586","wikidata":"https://www.wikidata.org/wiki/Q5033439","display_name":"Canopy clustering algorithm","level":4,"score":0.4878976047039032},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4610404670238495},{"id":"https://openalex.org/C207968372","wikidata":"https://www.wikidata.org/wiki/Q310401","display_name":"k-means clustering","level":3,"score":0.44744473695755005},{"id":"https://openalex.org/C164866538","wikidata":"https://www.wikidata.org/wiki/Q367351","display_name":"Cluster (spacecraft)","level":2,"score":0.4427487254142761},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.40811389684677124},{"id":"https://openalex.org/C94641424","wikidata":"https://www.wikidata.org/wiki/Q5172845","display_name":"Correlation clustering","level":3,"score":0.39858153462409973},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.394314169883728},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icnc.2010.5583507","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icnc.2010.5583507","pdf_url":null,"source":{"id":"https://openalex.org/S4363608012","display_name":"2010 Sixth International Conference on Natural Computation","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 Sixth International Conference on Natural Computation","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W259338706","https://openalex.org/W1865735874","https://openalex.org/W2065329645","https://openalex.org/W2091257550","https://openalex.org/W2091708049","https://openalex.org/W2125810107","https://openalex.org/W2129624205","https://openalex.org/W2140190241","https://openalex.org/W2147159129","https://openalex.org/W2157122594","https://openalex.org/W2166144280","https://openalex.org/W2171952300","https://openalex.org/W2259839938","https://openalex.org/W2354941132","https://openalex.org/W2868658645","https://openalex.org/W3121147667","https://openalex.org/W6673424395"],"related_works":["https://openalex.org/W2559422900","https://openalex.org/W2181939267","https://openalex.org/W2491448268","https://openalex.org/W4306940721","https://openalex.org/W3144143113","https://openalex.org/W3174322327","https://openalex.org/W2117838073","https://openalex.org/W2183916789","https://openalex.org/W4301002638","https://openalex.org/W2354012042"],"abstract_inverted_index":{"This":[0],"paper":[1],"proposes":[2],"a":[3,19,102],"new":[4,99],"data":[5,35,76,82,94,106],"clustering":[6,107],"method,":[7],"which":[8],"is":[9],"based":[10],"on":[11,91],"artificial":[12,25,58],"immune":[13,26,59],"network":[14,27],"and":[15,48,72,108],"k-means":[16,39,70],"method.":[17],"With":[18],"pool":[20],"of":[21,44,55,88,105],"memory":[22,65],"cells,":[23],"the":[24,33,38,42,53,64,69,74,81,92],"can":[28,79],"be":[29],"used":[30],"for":[31],"estimating":[32],"input":[34],"distribution,":[36],"while":[37],"method":[40],"has":[41,101],"capability":[43],"shaping":[45],"clear":[46],"clusters":[47],"obtaining":[49],"their":[50],"centers.":[51],"On":[52],"basis":[54],"an":[56],"improved":[57],"network,":[60],"we":[61,78],"first":[62],"cluster":[63],"cells":[66],"by":[67],"using":[68],"algorithm,":[71],"with":[73],"generated":[75],"clusters,":[77],"make":[80],"classification":[83],"or":[84],"prediction.":[85],"The":[86],"results":[87],"our":[89],"experiments":[90],"standard":[93],"sets":[95],"demonstrate":[96],"that":[97],"this":[98],"algorithm":[100],"superior":[103],"performance":[104],"classification.":[109]},"counts_by_year":[{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":2},{"year":2012,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}