{"id":"https://openalex.org/W1998663649","doi":"https://doi.org/10.4304/jsw.8.1.134-141","title":"Study of Clustering Algorithm based on Fuzzy C-Means and Immunological Partheno Genetic","display_name":"Study of Clustering Algorithm based on Fuzzy C-Means and Immunological Partheno Genetic","publication_year":2013,"publication_date":"2013-01-21","ids":{"openalex":"https://openalex.org/W1998663649","doi":"https://doi.org/10.4304/jsw.8.1.134-141","mag":"1998663649"},"language":"en","primary_location":{"id":"doi:10.4304/jsw.8.1.134-141","is_oa":false,"landing_page_url":"https://doi.org/10.4304/jsw.8.1.134-141","pdf_url":null,"source":{"id":"https://openalex.org/S114141714","display_name":"Journal of Software","issn_l":"1796-217X","issn":["1796-217X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318660","host_organization_name":"Academy Publisher","host_organization_lineage":["https://openalex.org/P4310318660"],"host_organization_lineage_names":["Academy Publisher"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Software","raw_type":"journal-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/A5017041918","display_name":"Hongfen Jiang","orcid":"https://orcid.org/0009-0002-5484-4922"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Hongfen Jiang","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057373935","display_name":"Junfeng Gu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Junfeng Gu","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023283618","display_name":"Yijun Liu","orcid":"https://orcid.org/0000-0002-6039-2566"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yijun Liu","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109275333","display_name":"Feiyue Ye","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Feiyue Ye","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103423414","display_name":"Haixu Xi","orcid":"https://orcid.org/0000-0003-4099-9819"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Haixu Xi","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5032429253","display_name":"Mingfang Zhu","orcid":"https://orcid.org/0000-0001-8379-2178"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mingfang Zhu","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5017041918"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.4636,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.88045469,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"8","issue":"1","first_page":null,"last_page":null},"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/T12576","display_name":"vaccines and immunoinformatics approaches","score":0.9061999917030334,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8383448123931885},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5836096405982971},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5221041440963745},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.35262033343315125},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.33007949590682983}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8383448123931885},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5836096405982971},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5221041440963745},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.35262033343315125},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33007949590682983}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.4304/jsw.8.1.134-141","is_oa":false,"landing_page_url":"https://doi.org/10.4304/jsw.8.1.134-141","pdf_url":null,"source":{"id":"https://openalex.org/S114141714","display_name":"Journal of Software","issn_l":"1796-217X","issn":["1796-217X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318660","host_organization_name":"Academy Publisher","host_organization_lineage":["https://openalex.org/P4310318660"],"host_organization_lineage_names":["Academy Publisher"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Software","raw_type":"journal-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.943.7435","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.943.7435","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://ojs.academypublisher.com/index.php/jsw/article/download/jsw0801134141/6255/","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1521088974","https://openalex.org/W1967428069","https://openalex.org/W1971829078","https://openalex.org/W1979372206","https://openalex.org/W2041994873","https://openalex.org/W2043622489","https://openalex.org/W2059123013","https://openalex.org/W2073598270","https://openalex.org/W2096130758","https://openalex.org/W2144412956","https://openalex.org/W2359264184","https://openalex.org/W3006225741"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2051487156","https://openalex.org/W2073681303","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2317200988","https://openalex.org/W2376932109","https://openalex.org/W2382290278","https://openalex.org/W2350741829"],"abstract_inverted_index":{"Abstract\u2014Clustering":[0],"algorithm":[1,11,34,43,53,82,124,131,138,156],"is":[2,12,98,132,157],"very":[3],"important":[4],"for":[5],"data":[6],"mining.":[7],"Fuzzy":[8],"c-means":[9],"clustering":[10,18,37,42,57,70,79,110,116,123,130,137],"one":[13],"of":[14,30,58,68,90,94,112,150],"the":[15,28,55,63,66,69,78,86,92,95,103,106,113,121,140,144,155],"earliest":[16],"goal-function":[17],"algorithms,":[19],"which":[20],"has":[21],"achieved":[22],"much":[23],"attention.":[24],"This":[25,52,81],"paper":[26],"analyzes":[27],"lack":[29],"fuzzy":[31,50,56],"C-means":[32],"(FCM)":[33],"and":[35,49,65,109,139,147],"genetic":[36,48,115,162],"algorithm.":[38,117],"Propose":[39],"a":[40],"hybrid":[41],"based":[44],"on":[45],"immune":[46],"single":[47],"C-means.":[51],"uses":[54],"Immune":[59],"Partheno-Genetic":[60],"to":[61,76,125,134],"guide":[62],"number":[64],"choice":[67,93],"centers.":[71],"And":[72],"then":[73],"utilize":[74],"FCM":[75],"make":[77],"(IPGA-FCM).":[80],"not":[83],"only":[84],"overcomes":[85,102],"local":[87],"optimal":[88],"problem":[89],"FCM,":[91,164],"initial":[96],"value":[97],"inappropriate,":[99],"but":[100],"also":[101],"contradictions":[104],"between":[105],"search":[107],"speed":[108],"accuracy":[111],"general":[114],"Then":[118],"it":[119],"applies":[120],"novel":[122],"Chinese":[126,151],"document":[127],"clustering.":[128],"The":[129],"superior":[133],"other":[135],"ordinary":[136],"result":[141],"can":[142],"embody":[143],"wide":[145],"diversity":[146],"large":[148],"amount":[149],"document.":[152],"Experiments":[153],"show":[154],"effective.":[158],"Index":[159],"Terms\u2014Clustering":[160],"analysis,":[161],"algorithm,":[163]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":5},{"year":2013,"cited_by_count":3}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
