{"id":"https://openalex.org/W2558003507","doi":"https://doi.org/10.1109/cec.2016.7744049","title":"Novel crossover and mutation operation in genetic algorithm for clustering","display_name":"Novel crossover and mutation operation in genetic algorithm for clustering","publication_year":2016,"publication_date":"2016-07-01","ids":{"openalex":"https://openalex.org/W2558003507","doi":"https://doi.org/10.1109/cec.2016.7744049","mag":"2558003507"},"language":"en","primary_location":{"id":"doi:10.1109/cec.2016.7744049","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2016.7744049","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE Congress on Evolutionary Computation (CEC)","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/A5082630715","display_name":"A. H. Beg","orcid":"https://orcid.org/0000-0002-5631-3423"},"institutions":[{"id":"https://openalex.org/I153230381","display_name":"Charles Sturt University","ror":"https://ror.org/00wfvh315","country_code":"AU","type":"education","lineage":["https://openalex.org/I153230381"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"A. H. Beg","raw_affiliation_strings":["School of Computing and Mathematics Charles Sturt University, Bathurst, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing and Mathematics Charles Sturt University, Bathurst, Australia","institution_ids":["https://openalex.org/I153230381"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015246388","display_name":"Md Zahidul Islam","orcid":"https://orcid.org/0000-0002-4868-4945"},"institutions":[{"id":"https://openalex.org/I153230381","display_name":"Charles Sturt University","ror":"https://ror.org/00wfvh315","country_code":"AU","type":"education","lineage":["https://openalex.org/I153230381"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Md Zahidul Islam","raw_affiliation_strings":["School of Computing and Mathematics Charles Sturt University, Bathurst, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing and Mathematics Charles Sturt University, Bathurst, Australia","institution_ids":["https://openalex.org/I153230381"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I153230381"],"apc_list":null,"apc_paid":null,"fwci":1.1648,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.82424035,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"2114","last_page":"2121"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"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"}},"topics":[{"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"}},{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9897000193595886,"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"}},{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9833999872207642,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/crossover","display_name":"Crossover","score":0.8522425889968872},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6659541130065918},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6372847557067871},{"id":"https://openalex.org/keywords/chromosome","display_name":"Chromosome","score":0.6029685139656067},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.5286776423454285},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.5278591513633728},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5158971548080444},{"id":"https://openalex.org/keywords/mutation","display_name":"Mutation","score":0.475048303604126},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.46298280358314514},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.40586400032043457},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2901569902896881},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.20936059951782227},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.11887979507446289},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.111777663230896}],"concepts":[{"id":"https://openalex.org/C122507166","wikidata":"https://www.wikidata.org/wiki/Q628906","display_name":"Crossover","level":2,"score":0.8522425889968872},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6659541130065918},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6372847557067871},{"id":"https://openalex.org/C30481170","wikidata":"https://www.wikidata.org/wiki/Q37748","display_name":"Chromosome","level":3,"score":0.6029685139656067},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5286776423454285},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.5278591513633728},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5158971548080444},{"id":"https://openalex.org/C501734568","wikidata":"https://www.wikidata.org/wiki/Q42918","display_name":"Mutation","level":3,"score":0.475048303604126},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.46298280358314514},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.40586400032043457},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2901569902896881},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.20936059951782227},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.11887979507446289},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.111777663230896},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cec.2016.7744049","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2016.7744049","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE Congress on Evolutionary Computation (CEC)","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":37,"referenced_works":["https://openalex.org/W112988758","https://openalex.org/W1495953444","https://openalex.org/W1565377632","https://openalex.org/W1971366127","https://openalex.org/W1971421925","https://openalex.org/W1972050343","https://openalex.org/W1975755501","https://openalex.org/W1982813345","https://openalex.org/W1985341743","https://openalex.org/W1998259955","https://openalex.org/W2013067314","https://openalex.org/W2035364453","https://openalex.org/W2047019718","https://openalex.org/W2051224630","https://openalex.org/W2052556921","https://openalex.org/W2060287725","https://openalex.org/W2061033598","https://openalex.org/W2065301497","https://openalex.org/W2068137702","https://openalex.org/W2072545917","https://openalex.org/W2073459066","https://openalex.org/W2074321479","https://openalex.org/W2078888611","https://openalex.org/W2084552433","https://openalex.org/W2112196054","https://openalex.org/W2113289980","https://openalex.org/W2117396900","https://openalex.org/W2136614409","https://openalex.org/W2150593711","https://openalex.org/W2186351772","https://openalex.org/W2278052651","https://openalex.org/W2302947639","https://openalex.org/W2482589566","https://openalex.org/W6663186900","https://openalex.org/W6668990524","https://openalex.org/W6686884331","https://openalex.org/W6694866340"],"related_works":["https://openalex.org/W2993471286","https://openalex.org/W2014162767","https://openalex.org/W2155753975","https://openalex.org/W765698016","https://openalex.org/W1535132062","https://openalex.org/W2143935213","https://openalex.org/W1988293173","https://openalex.org/W2138289358","https://openalex.org/W4293324557","https://openalex.org/W3040576868"],"abstract_inverted_index":{"In":[0],"this":[1],"paper":[2],"we":[3],"propose":[4],"a":[5,61,74],"Genetic":[6],"Algorithm-based":[7],"clustering":[8],"technique":[9,22,45,80],"called":[10],"GMC":[11,59,81,112],"that":[12],"produces":[13],"high-quality":[14,37],"chromosomes":[15,32,39,71],"in":[16,53,65,92],"the":[17,70,78,114,118,121],"initial":[18],"population.":[19,75],"The":[20,43],"proposed":[21,44,79,122],"also":[23,46],"introduces":[24,47],"two":[25,95],"phases":[26],"of":[27,50,73,94,111,120],"crossover":[28],"operation":[29,52],"with":[30,82],"extensive":[31],"generation":[33],"aiming":[34],"to":[35,55,67],"produce":[36],"offspring":[38],"and":[40,101,117],"prevent":[41],"degeneracy.":[42],"three":[48],"steps":[49],"mutation":[51],"order":[54,66],"improve":[56,69],"chromosome":[57],"quality.":[58],"uses":[60],"probabilistic":[62],"selection":[63],"approach":[64],"gradually":[68],"quality":[72],"We":[76],"compare":[77],"five":[83],"existing":[84,115],"techniques":[85],"on":[86],"10":[87],"publicly":[88],"available":[89],"data":[90],"sets":[91],"terms":[93],"well-known":[96],"evaluation":[97],"criteria:":[98],"Silhouette":[99],"Coefficient":[100],"DB":[102],"Index.":[103],"Our":[104],"experimental":[105],"results":[106],"demonstrate":[107],"statistically":[108],"significant":[109],"superiority":[110],"over":[113],"techniques,":[116],"effectiveness":[119],"components.":[123]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
