{"id":"https://openalex.org/W3083365353","doi":"https://doi.org/10.1109/cec48606.2020.9185882","title":"HeMI ++: A Genetic Algorithm based Clustering Technique for Sensible Clusters","display_name":"HeMI ++: A Genetic Algorithm based Clustering Technique for Sensible Clusters","publication_year":2020,"publication_date":"2020-07-01","ids":{"openalex":"https://openalex.org/W3083365353","doi":"https://doi.org/10.1109/cec48606.2020.9185882","mag":"3083365353"},"language":"en","primary_location":{"id":"doi:10.1109/cec48606.2020.9185882","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec48606.2020.9185882","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE Congress on Evolutionary Computation (CEC)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"http://hdl.handle.net/10072/401208","any_repository_has_fulltext":null},"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, Panorama Avenue, Bathurst, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing and Mathematics, Charles Sturt University, Panorama Avenue, Bathurst, Australia","institution_ids":["https://openalex.org/I153230381"]}]},{"author_position":"middle","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, Panorama Avenue, Bathurst, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing and Mathematics, Charles Sturt University, Panorama Avenue, Bathurst, Australia","institution_ids":["https://openalex.org/I153230381"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061047124","display_name":"Vladimir Estivill\u2010Castro","orcid":"https://orcid.org/0000-0001-7775-0780"},"institutions":[{"id":"https://openalex.org/I170486558","display_name":"Universitat Pompeu Fabra","ror":"https://ror.org/04n0g0b29","country_code":"ES","type":"education","lineage":["https://openalex.org/I170486558"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Vladimir Estivill-Castro","raw_affiliation_strings":["Informaci\u00f3 i les Comunicacions, Universitat Pompeu Fabra, Roc Boronat, 138, Barcelona, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Informaci\u00f3 i les Comunicacions, Universitat Pompeu Fabra, Roc Boronat, 138, Barcelona, Spain","institution_ids":["https://openalex.org/I170486558"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.7486,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.71517497,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":93},"biblio":{"volume":"99","issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9921000003814697,"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"}},"topics":[{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9921000003814697,"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/T11901","display_name":"Bayesian Methods and Mixture Models","score":0.9878000020980835,"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/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9857000112533569,"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":0.8454737663269043},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7604460716247559},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.6219674944877625},{"id":"https://openalex.org/keywords/cloning","display_name":"Cloning (programming)","score":0.6105731725692749},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5621586441993713},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.5594353079795837},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3659893870353699},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.31798484921455383},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.0847172737121582}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.8454737663269043},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7604460716247559},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.6219674944877625},{"id":"https://openalex.org/C121050878","wikidata":"https://www.wikidata.org/wiki/Q5135020","display_name":"Cloning (programming)","level":2,"score":0.6105731725692749},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5621586441993713},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.5594353079795837},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3659893870353699},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.31798484921455383},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0847172737121582},{"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/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","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/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/cec48606.2020.9185882","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec48606.2020.9185882","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE Congress on Evolutionary Computation (CEC)","raw_type":"proceedings-article"},{"id":"pmh:oai:repositori-api.upf.edu:10230/47660","is_oa":false,"landing_page_url":"http://hdl.handle.net/10230/47660","pdf_url":null,"source":{"id":"https://openalex.org/S4306402615","display_name":"Repositori digital de la UPF (Universitat Pompeu Fabra)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I170486558","host_organization_name":"Universitat Pompeu Fabra","host_organization_lineage":["https://openalex.org/I170486558"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:research-repository.griffith.edu.au:10072/401208","is_oa":true,"landing_page_url":"http://hdl.handle.net/10072/401208","pdf_url":null,"source":null,"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference output"}],"best_oa_location":{"id":"pmh:oai:research-repository.griffith.edu.au:10072/401208","is_oa":true,"landing_page_url":"http://hdl.handle.net/10072/401208","pdf_url":null,"source":null,"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference output"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1556131344","https://openalex.org/W1565377632","https://openalex.org/W1971366127","https://openalex.org/W1971421925","https://openalex.org/W1972050343","https://openalex.org/W2011430131","https://openalex.org/W2016944307","https://openalex.org/W2024174582","https://openalex.org/W2051224630","https://openalex.org/W2052556921","https://openalex.org/W2060287725","https://openalex.org/W2068137702","https://openalex.org/W2073459066","https://openalex.org/W2078888611","https://openalex.org/W2084552433","https://openalex.org/W2142827986","https://openalex.org/W2150593711","https://openalex.org/W2162800060","https://openalex.org/W2482589566","https://openalex.org/W2537362824","https://openalex.org/W2557918338","https://openalex.org/W2611684114","https://openalex.org/W2754987240","https://openalex.org/W3013170274","https://openalex.org/W3125549559","https://openalex.org/W6668990524","https://openalex.org/W6729925731"],"related_works":["https://openalex.org/W4298130764","https://openalex.org/W2804364458","https://openalex.org/W2132641928","https://openalex.org/W4310225030","https://openalex.org/W2090259340","https://openalex.org/W1926736923","https://openalex.org/W2158836806","https://openalex.org/W2393816671","https://openalex.org/W2109007429","https://openalex.org/W2362782207"],"abstract_inverted_index":{"We":[0,74,105],"propose":[1],"a":[2,25,30,33,97,110],"new":[3],"clustering":[4,27],"technique":[5],"called":[6],"HeMI++.":[7],"It":[8,42],"uses":[9],"cleansing":[10,55],"and":[11,113],"cloning":[12,59],"operations":[13],"that":[14,47],"help":[15],"to":[16,117],"produce":[17,118],"sensible":[18,119],"clusters.":[19,120],"HeMI++":[20,61,76,101,108],"learns":[21],"necessary":[22],"properties":[23,52],"of":[24,100],"good":[26],"solution":[28],"for":[29],"dataset":[31,112],"from":[32],"high-quality":[34,66],"initial":[35,72],"population,":[36],"without":[37],"requiring":[38],"any":[39],"user":[40],"input.":[41],"then":[43],"disqualifies":[44],"the":[45,51,58,63,71,89],"chromosomes":[46,64,67],"do":[48],"not":[49],"satisfy":[50],"through":[53],"its":[54,115],"operation.":[56],"In":[57],"operation,":[60],"replaces":[62],"by":[65],"already":[68],"found":[69],"in":[70],"population.":[73],"compare":[75],"with":[77],"six":[78],"(6)":[79],"existing":[80,103],"techniques":[81],"on":[82,109],"twenty":[83],"(20)":[84],"publicly":[85],"available":[86],"datasets":[87],"using":[88],"Tree":[90],"Index":[91],"metric.":[92],"Our":[93],"experimental":[94],"results":[95],"indicate":[96],"clear":[98],"superiority":[99],"over":[102],"methods.":[104],"also":[106],"apply":[107],"brain":[111],"demonstrate":[114],"ability":[116]},"counts_by_year":[{"year":2022,"cited_by_count":1}],"updated_date":"2026-08-26T07:47:46.906454","created_date":"2025-10-10T00:00:00"}