{"id":"https://openalex.org/W2898882529","doi":"https://doi.org/10.1007/s00357-020-09371-4","title":"An Evolutionary Algorithm with Crossover and Mutation for Model-Based Clustering","display_name":"An Evolutionary Algorithm with Crossover and Mutation for Model-Based Clustering","publication_year":2020,"publication_date":"2020-08-12","ids":{"openalex":"https://openalex.org/W2898882529","doi":"https://doi.org/10.1007/s00357-020-09371-4","mag":"2898882529"},"language":"en","primary_location":{"id":"doi:10.1007/s00357-020-09371-4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00357-020-09371-4","pdf_url":null,"source":{"id":"https://openalex.org/S73028643","display_name":"Journal of Classification","issn_l":"0176-4268","issn":["0176-4268","1432-1343"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Classification","raw_type":"journal-article"},"type":"preprint","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1811.00097","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5063468617","display_name":"Sharon M. McNicholas","orcid":"https://orcid.org/0000-0001-8539-6347"},"institutions":[{"id":"https://openalex.org/I98251732","display_name":"McMaster University","ror":"https://ror.org/02fa3aq29","country_code":"CA","type":"education","lineage":["https://openalex.org/I98251732"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Sharon M. McNicholas","raw_affiliation_strings":["Department of Mathematics & Statistics, McMaster University, Hamilton, Ontario, L8S 4L8, Canada","Department of Mathematics and Statistics , McMaster University , Hamilton, Canada"],"raw_orcid":"https://orcid.org/0000-0001-8539-6347","affiliations":[{"raw_affiliation_string":"Department of Mathematics & Statistics, McMaster University, Hamilton, Ontario, L8S 4L8, Canada","institution_ids":["https://openalex.org/I98251732"]},{"raw_affiliation_string":"Department of Mathematics and Statistics , McMaster University , Hamilton, Canada","institution_ids":["https://openalex.org/I98251732"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069386158","display_name":"Paul D. McNicholas","orcid":"https://orcid.org/0000-0002-2482-523X"},"institutions":[{"id":"https://openalex.org/I98251732","display_name":"McMaster University","ror":"https://ror.org/02fa3aq29","country_code":"CA","type":"education","lineage":["https://openalex.org/I98251732"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Paul D. McNicholas","raw_affiliation_strings":["Department of Mathematics & Statistics, McMaster University, Hamilton, Ontario, L8S 4L8, Canada","Department of Mathematics and Statistics , McMaster University , Hamilton, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics & Statistics, McMaster University, Hamilton, Ontario, L8S 4L8, Canada","institution_ids":["https://openalex.org/I98251732"]},{"raw_affiliation_string":"Department of Mathematics and Statistics , McMaster University , Hamilton, Canada","institution_ids":["https://openalex.org/I98251732"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080870632","display_name":"Daniel Ashlock","orcid":"https://orcid.org/0000-0003-2209-7504"},"institutions":[{"id":"https://openalex.org/I79817857","display_name":"University of Guelph","ror":"https://ror.org/01r7awg59","country_code":"CA","type":"education","lineage":["https://openalex.org/I79817857"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Daniel A. Ashlock","raw_affiliation_strings":["Department of Mathematics & Statistics, University of Guelph, Guelph, Ontario, N1G 2W1, Canada","Department of Mathematics and Statistics,, University of Guelph,, Guelph,, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics & Statistics, University of Guelph, Guelph, Ontario, N1G 2W1, Canada","institution_ids":["https://openalex.org/I79817857"]},{"raw_affiliation_string":"Department of Mathematics and Statistics,, University of Guelph,, Guelph,, Canada","institution_ids":["https://openalex.org/I79817857"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5063468617"],"corresponding_institution_ids":["https://openalex.org/I98251732"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.00444882,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"38","issue":"2","first_page":"264","last_page":"279"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11901","display_name":"Bayesian Methods and Mixture Models","score":0.9997000098228455,"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/T11901","display_name":"Bayesian Methods and Mixture Models","score":0.9997000098228455,"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":0.9865000247955322,"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":0.9735999703407288,"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/crossover","display_name":"Crossover","score":0.8326629400253296},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.8245484828948975},{"id":"https://openalex.org/keywords/canopy-clustering-algorithm","display_name":"Canopy clustering algorithm","score":0.5799030065536499},{"id":"https://openalex.org/keywords/sort","display_name":"sort","score":0.5784628391265869},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.543742835521698},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5382115244865417},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5245373845100403},{"id":"https://openalex.org/keywords/correlation-clustering","display_name":"Correlation clustering","score":0.5105944275856018},{"id":"https://openalex.org/keywords/cure-data-clustering-algorithm","display_name":"CURE data clustering algorithm","score":0.4973655045032501},{"id":"https://openalex.org/keywords/mutation","display_name":"Mutation","score":0.46934711933135986},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.42936277389526367},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3830995559692383},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2958281636238098}],"concepts":[{"id":"https://openalex.org/C122507166","wikidata":"https://www.wikidata.org/wiki/Q628906","display_name":"Crossover","level":2,"score":0.8326629400253296},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.8245484828948975},{"id":"https://openalex.org/C104047586","wikidata":"https://www.wikidata.org/wiki/Q5033439","display_name":"Canopy clustering algorithm","level":4,"score":0.5799030065536499},{"id":"https://openalex.org/C88548561","wikidata":"https://www.wikidata.org/wiki/Q347599","display_name":"sort","level":2,"score":0.5784628391265869},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.543742835521698},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5382115244865417},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5245373845100403},{"id":"https://openalex.org/C94641424","wikidata":"https://www.wikidata.org/wiki/Q5172845","display_name":"Correlation clustering","level":3,"score":0.5105944275856018},{"id":"https://openalex.org/C33704608","wikidata":"https://www.wikidata.org/wiki/Q5014717","display_name":"CURE data clustering algorithm","level":4,"score":0.4973655045032501},{"id":"https://openalex.org/C501734568","wikidata":"https://www.wikidata.org/wiki/Q42918","display_name":"Mutation","level":3,"score":0.46934711933135986},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.42936277389526367},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3830995559692383},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2958281636238098},{"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/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1007/s00357-020-09371-4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00357-020-09371-4","pdf_url":null,"source":{"id":"https://openalex.org/S73028643","display_name":"Journal of Classification","issn_l":"0176-4268","issn":["0176-4268","1432-1343"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Classification","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:1811.00097","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1811.00097","pdf_url":"https://arxiv.org/pdf/1811.00097","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"mag:2898882529","is_oa":true,"landing_page_url":"http://export.arxiv.org/pdf/1811.00097","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"pmh:oai:RePEc:spr:jclass:v:38:y:2021:i:2:d:10.1007_s00357-020-09371-4","is_oa":false,"landing_page_url":"http://link.springer.com/10.1007/s00357-020-09371-4","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"doi:10.48550/arxiv.1811.00097","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.1811.00097","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1811.00097","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1811.00097","pdf_url":"https://arxiv.org/pdf/1811.00097","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320994","display_name":"Canada Research Chairs","ror":"https://ror.org/0517h6h17"},{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":60,"referenced_works":["https://openalex.org/W204885769","https://openalex.org/W232292913","https://openalex.org/W1488382947","https://openalex.org/W1568404366","https://openalex.org/W1579271636","https://openalex.org/W1898940374","https://openalex.org/W1963566461","https://openalex.org/W1964231120","https://openalex.org/W1975120776","https://openalex.org/W1976442863","https://openalex.org/W1976969815","https://openalex.org/W1985593448","https://openalex.org/W1997354990","https://openalex.org/W2006255103","https://openalex.org/W2011832962","https://openalex.org/W2021137021","https://openalex.org/W2023831651","https://openalex.org/W2033403400","https://openalex.org/W2046011840","https://openalex.org/W2046962184","https://openalex.org/W2049633694","https://openalex.org/W2059279601","https://openalex.org/W2066077440","https://openalex.org/W2097421680","https://openalex.org/W2109820980","https://openalex.org/W2129476886","https://openalex.org/W2141770651","https://openalex.org/W2149414429","https://openalex.org/W2152904625","https://openalex.org/W2160255741","https://openalex.org/W2166698530","https://openalex.org/W2168175751","https://openalex.org/W2168980979","https://openalex.org/W2313267717","https://openalex.org/W2474170597","https://openalex.org/W2488678869","https://openalex.org/W2490800645","https://openalex.org/W2524681876","https://openalex.org/W2549601578","https://openalex.org/W2551174787","https://openalex.org/W2582743722","https://openalex.org/W2640502922","https://openalex.org/W2739929871","https://openalex.org/W2751948320","https://openalex.org/W2800188602","https://openalex.org/W2809849753","https://openalex.org/W2963574168","https://openalex.org/W2963714521","https://openalex.org/W2963724803","https://openalex.org/W2963809259","https://openalex.org/W2963830942","https://openalex.org/W2963971081","https://openalex.org/W2966562674","https://openalex.org/W2990101034","https://openalex.org/W2990678768","https://openalex.org/W3009209649","https://openalex.org/W3099704538","https://openalex.org/W4235169531","https://openalex.org/W4399649037","https://openalex.org/W6656302719"],"related_works":["https://openalex.org/W3048364984","https://openalex.org/W2085439998","https://openalex.org/W2076639588","https://openalex.org/W2046962184","https://openalex.org/W2099691432","https://openalex.org/W2166980895","https://openalex.org/W2164165949","https://openalex.org/W1604980173","https://openalex.org/W2374369426","https://openalex.org/W2170802705","https://openalex.org/W2769360088","https://openalex.org/W2139649245","https://openalex.org/W3112571006","https://openalex.org/W2031123372","https://openalex.org/W1530439575","https://openalex.org/W1976795412","https://openalex.org/W2144869199","https://openalex.org/W2086963655","https://openalex.org/W2350667710","https://openalex.org/W1985341743"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
