{"id":"https://openalex.org/W2094521916","doi":"https://doi.org/10.1007/s10462-013-9400-4","title":"A review on particle swarm optimization algorithm and its variants to clustering high-dimensional data","display_name":"A review on particle swarm optimization algorithm and its variants to clustering high-dimensional data","publication_year":2013,"publication_date":"2013-02-14","ids":{"openalex":"https://openalex.org/W2094521916","doi":"https://doi.org/10.1007/s10462-013-9400-4","mag":"2094521916"},"language":"en","primary_location":{"id":"doi:10.1007/s10462-013-9400-4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10462-013-9400-4","pdf_url":null,"source":{"id":"https://openalex.org/S122814990","display_name":"Artificial Intelligence Review","issn_l":"0269-2821","issn":["0269-2821","1573-7462"],"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":"Artificial Intelligence Review","raw_type":"journal-article"},"type":"review","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/A5001069538","display_name":"Ahmed Ali Abdalla Esmin","orcid":"https://orcid.org/0000-0001-8814-1403"},"institutions":[{"id":"https://openalex.org/I129902397","display_name":"Dalhousie University","ror":"https://ror.org/01e6qks80","country_code":"CA","type":"education","lineage":["https://openalex.org/I129902397"]},{"id":"https://openalex.org/I1315085146","display_name":"Universidade Federal de Lavras","ror":"https://ror.org/0122bmm03","country_code":"BR","type":"education","lineage":["https://openalex.org/I1315085146"]}],"countries":["BR","CA"],"is_corresponding":true,"raw_author_name":"Ahmed A. A. Esmin","raw_affiliation_strings":["Department of Computer Science, Federal University of Lavras (UFLA), Campus Universit\u00e1rio, PO Box 3037, Lavras, MG, 37200-000, Brazil","Faculty of Computer Science, Dalhousie University, Halifax, NS, B3H 1W5, Canada","Department of Computer Science, Federal University of Lavras (UFLA), Campus Universit\u00e1rio, Lavras, Brazil 37200-000 and Faculty of Computer Science, Dalhousie University, Halifax, Canada B3H ...#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Federal University of Lavras (UFLA), Campus Universit\u00e1rio, PO Box 3037, Lavras, MG, 37200-000, Brazil","institution_ids":["https://openalex.org/I1315085146"]},{"raw_affiliation_string":"Faculty of Computer Science, Dalhousie University, Halifax, NS, B3H 1W5, Canada","institution_ids":["https://openalex.org/I129902397"]},{"raw_affiliation_string":"Department of Computer Science, Federal University of Lavras (UFLA), Campus Universit\u00e1rio, Lavras, Brazil 37200-000 and Faculty of Computer Science, Dalhousie University, Halifax, Canada B3H ...#TAB#","institution_ids":["https://openalex.org/I129902397"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017256422","display_name":"Rodrigo A. Coelho","orcid":null},"institutions":[{"id":"https://openalex.org/I1315085146","display_name":"Universidade Federal de Lavras","ror":"https://ror.org/0122bmm03","country_code":"BR","type":"education","lineage":["https://openalex.org/I1315085146"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Rodrigo A. Coelho","raw_affiliation_strings":["Department of Computer Science, Federal University of Lavras (UFLA), Campus Universit\u00e1rio, PO Box 3037, Lavras, MG, 37200-000, Brazil","Department of Computer Science, Federal University of Lavras (UFLA), Campus Universit\u00e1rio, Lavras, Brazil 37200-000#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Federal University of Lavras (UFLA), Campus Universit\u00e1rio, PO Box 3037, Lavras, MG, 37200-000, Brazil","institution_ids":["https://openalex.org/I1315085146"]},{"raw_affiliation_string":"Department of Computer Science, Federal University of Lavras (UFLA), Campus Universit\u00e1rio, Lavras, Brazil 37200-000#TAB#","institution_ids":["https://openalex.org/I1315085146"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042893723","display_name":"Stan Matwin","orcid":"https://orcid.org/0000-0001-6629-8434"},"institutions":[{"id":"https://openalex.org/I129902397","display_name":"Dalhousie University","ror":"https://ror.org/01e6qks80","country_code":"CA","type":"education","lineage":["https://openalex.org/I129902397"]},{"id":"https://openalex.org/I99542240","display_name":"Polish Academy of Sciences","ror":"https://ror.org/01dr6c206","country_code":"PL","type":"funder","lineage":["https://openalex.org/I99542240"]},{"id":"https://openalex.org/I4210087266","display_name":"Institute of Computer Science","ror":"https://ror.org/003fvp964","country_code":"PL","type":"facility","lineage":["https://openalex.org/I4210087266","https://openalex.org/I99542240"]}],"countries":["CA","PL"],"is_corresponding":false,"raw_author_name":"Stan Matwin","raw_affiliation_strings":["Faculty of Computer Science, Dalhousie University, Halifax, NS, B3H 1W5, Canada","Institute of Computer Science, Polish Academy of Sciences, Warsaw, Poland","Faculty of Computer Science, Dalhousie University, Halifax, Canada B3H 1W5 and Institute of Computer Science, Polish Academy of Sciences, Warsaw, Poland#TAB#"],"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science, Dalhousie University, Halifax, NS, B3H 1W5, Canada","institution_ids":["https://openalex.org/I129902397"]},{"raw_affiliation_string":"Institute of Computer Science, Polish Academy of Sciences, Warsaw, Poland","institution_ids":["https://openalex.org/I99542240","https://openalex.org/I4210087266"]},{"raw_affiliation_string":"Faculty of Computer Science, Dalhousie University, Halifax, Canada B3H 1W5 and Institute of Computer Science, Polish Academy of Sciences, Warsaw, Poland#TAB#","institution_ids":["https://openalex.org/I99542240"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5001069538"],"corresponding_institution_ids":["https://openalex.org/I129902397","https://openalex.org/I1315085146"],"apc_list":{"value":2490,"currency":"EUR","value_usd":3090},"apc_paid":null,"fwci":21.2586,"has_fulltext":false,"cited_by_count":342,"citation_normalized_percentile":{"value":0.99398606,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"44","issue":"1","first_page":"23","last_page":"45"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9988999962806702,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9988999962806702,"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":0.9970999956130981,"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/T12391","display_name":"Artificial Immune Systems Applications","score":0.9868000149726868,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.8663558959960938},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7217993140220642},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.7095214128494263},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6098827123641968},{"id":"https://openalex.org/keywords/initialization","display_name":"Initialization","score":0.6076995134353638},{"id":"https://openalex.org/keywords/clustering-high-dimensional-data","display_name":"Clustering high-dimensional data","score":0.5335196852684021},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.43351322412490845},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.4234214723110199},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.42242297530174255},{"id":"https://openalex.org/keywords/correlation-clustering","display_name":"Correlation clustering","score":0.4116646647453308},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3719879686832428},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.27919644117355347},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2502206265926361}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.8663558959960938},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7217993140220642},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.7095214128494263},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6098827123641968},{"id":"https://openalex.org/C114466953","wikidata":"https://www.wikidata.org/wiki/Q6034165","display_name":"Initialization","level":2,"score":0.6076995134353638},{"id":"https://openalex.org/C184509293","wikidata":"https://www.wikidata.org/wiki/Q5136711","display_name":"Clustering high-dimensional data","level":3,"score":0.5335196852684021},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.43351322412490845},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.4234214723110199},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.42242297530174255},{"id":"https://openalex.org/C94641424","wikidata":"https://www.wikidata.org/wiki/Q5172845","display_name":"Correlation clustering","level":3,"score":0.4116646647453308},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3719879686832428},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.27919644117355347},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2502206265926361},{"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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"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/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"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":1,"locations":[{"id":"doi:10.1007/s10462-013-9400-4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10462-013-9400-4","pdf_url":null,"source":{"id":"https://openalex.org/S122814990","display_name":"Artificial Intelligence Review","issn_l":"0269-2821","issn":["0269-2821","1573-7462"],"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":"Artificial Intelligence Review","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322025","display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico","ror":"https://ror.org/03swz6y49"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":140,"referenced_works":["https://openalex.org/W6828804","https://openalex.org/W112704500","https://openalex.org/W132155930","https://openalex.org/W208128215","https://openalex.org/W1483021615","https://openalex.org/W1483037192","https://openalex.org/W1492990133","https://openalex.org/W1493454437","https://openalex.org/W1507901999","https://openalex.org/W1512592717","https://openalex.org/W1524554817","https://openalex.org/W1533704209","https://openalex.org/W1547357492","https://openalex.org/W1559910163","https://openalex.org/W1565377632","https://openalex.org/W1575903602","https://openalex.org/W1577668191","https://openalex.org/W1586193897","https://openalex.org/W1589381547","https://openalex.org/W1623041575","https://openalex.org/W1668830731","https://openalex.org/W1759021471","https://openalex.org/W1882445960","https://openalex.org/W1888884532","https://openalex.org/W1930801851","https://openalex.org/W1934475516","https://openalex.org/W1949687736","https://openalex.org/W1965598078","https://openalex.org/W1969071035","https://openalex.org/W1970351663","https://openalex.org/W1972042636","https://openalex.org/W1976148706","https://openalex.org/W1977496278","https://openalex.org/W1984059173","https://openalex.org/W1986596531","https://openalex.org/W1989946714","https://openalex.org/W2006533296","https://openalex.org/W2008900222","https://openalex.org/W2008920930","https://openalex.org/W2016473187","https://openalex.org/W2017065517","https://openalex.org/W2017818759","https://openalex.org/W2026643052","https://openalex.org/W2026789128","https://openalex.org/W2027275398","https://openalex.org/W2028373980","https://openalex.org/W2031399437","https://openalex.org/W2033193574","https://openalex.org/W2040313973","https://openalex.org/W2040628945","https://openalex.org/W2040990397","https://openalex.org/W2043218896","https://openalex.org/W2044477827","https://openalex.org/W2047109555","https://openalex.org/W2048178552","https://openalex.org/W2048631283","https://openalex.org/W2051764341","https://openalex.org/W2052916362","https://openalex.org/W2053137349","https://openalex.org/W2055943585","https://openalex.org/W2057691548","https://openalex.org/W2071965987","https://openalex.org/W2072284803","https://openalex.org/W2075075331","https://openalex.org/W2076873350","https://openalex.org/W2079361215","https://openalex.org/W2082311166","https://openalex.org/W2082612735","https://openalex.org/W2086702001","https://openalex.org/W2096065036","https://openalex.org/W2096871036","https://openalex.org/W2097383833","https://openalex.org/W2099841076","https://openalex.org/W2103476118","https://openalex.org/W2106625051","https://openalex.org/W2108435369","https://openalex.org/W2108634966","https://openalex.org/W2112627135","https://openalex.org/W2114848212","https://openalex.org/W2117286520","https://openalex.org/W2118641544","https://openalex.org/W2119649579","https://openalex.org/W2121948189","https://openalex.org/W2122249799","https://openalex.org/W2122367462","https://openalex.org/W2124289529","https://openalex.org/W2124883897","https://openalex.org/W2125213524","https://openalex.org/W2126846824","https://openalex.org/W2127607949","https://openalex.org/W2131613989","https://openalex.org/W2132775137","https://openalex.org/W2132914434","https://openalex.org/W2133686994","https://openalex.org/W2134100329","https://openalex.org/W2134693219","https://openalex.org/W2135508918","https://openalex.org/W2135695651","https://openalex.org/W2136617765","https://openalex.org/W2140190241","https://openalex.org/W2141099810","https://openalex.org/W2141738006","https://openalex.org/W2143208759","https://openalex.org/W2143379662","https://openalex.org/W2143506602","https://openalex.org/W2143800775","https://openalex.org/W2147152072","https://openalex.org/W2147781493","https://openalex.org/W2150186482","https://openalex.org/W2152116472","https://openalex.org/W2152195021","https://openalex.org/W2152331967","https://openalex.org/W2152414269","https://openalex.org/W2152468625","https://openalex.org/W2155235751","https://openalex.org/W2157601049","https://openalex.org/W2158242120","https://openalex.org/W2162503806","https://openalex.org/W2163163936","https://openalex.org/W2166651071","https://openalex.org/W2168819089","https://openalex.org/W2169395856","https://openalex.org/W2170450904","https://openalex.org/W2170462014","https://openalex.org/W2170936641","https://openalex.org/W2171074980","https://openalex.org/W2172228567","https://openalex.org/W2374578585","https://openalex.org/W2407607497","https://openalex.org/W2482589566","https://openalex.org/W2534521428","https://openalex.org/W2539984061","https://openalex.org/W2545957624","https://openalex.org/W2547624525","https://openalex.org/W2586872446","https://openalex.org/W3137991549","https://openalex.org/W3145623143","https://openalex.org/W4243003645","https://openalex.org/W4243706489","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2606552659","https://openalex.org/W2594747375","https://openalex.org/W2111119584","https://openalex.org/W2001483765","https://openalex.org/W2101715672","https://openalex.org/W2124872524","https://openalex.org/W4387754671","https://openalex.org/W3186815950","https://openalex.org/W2355145365","https://openalex.org/W2564198485"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":23},{"year":2024,"cited_by_count":21},{"year":2023,"cited_by_count":17},{"year":2022,"cited_by_count":27},{"year":2021,"cited_by_count":36},{"year":2020,"cited_by_count":39},{"year":2019,"cited_by_count":44},{"year":2018,"cited_by_count":49},{"year":2017,"cited_by_count":38},{"year":2016,"cited_by_count":16},{"year":2015,"cited_by_count":13},{"year":2014,"cited_by_count":10},{"year":2013,"cited_by_count":4}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}