{"id":"https://openalex.org/W2524261461","doi":"https://doi.org/10.15439/2016f295","title":"Clustering based on the Krill Herd Algorithm with Selected Validity Measures","display_name":"Clustering based on the Krill Herd Algorithm with Selected Validity Measures","publication_year":2016,"publication_date":"2016-10-02","ids":{"openalex":"https://openalex.org/W2524261461","doi":"https://doi.org/10.15439/2016f295","mag":"2524261461"},"language":"en","primary_location":{"id":"doi:10.15439/2016f295","is_oa":true,"landing_page_url":"https://doi.org/10.15439/2016f295","pdf_url":"https://annals-csis.org/proceedings/2016/pliks/295.pdf","source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://annals-csis.org/proceedings/2016/pliks/295.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5103129777","display_name":"Piotr A. Kowalski","orcid":"https://orcid.org/0000-0003-4041-6900"},"institutions":[{"id":"https://openalex.org/I66083562","display_name":"Systems Research Institute","ror":"https://ror.org/0111cp837","country_code":"PL","type":"facility","lineage":["https://openalex.org/I66083562","https://openalex.org/I99542240"]},{"id":"https://openalex.org/I686019","display_name":"AGH University of Krakow","ror":"https://ror.org/00bas1c41","country_code":"PL","type":"education","lineage":["https://openalex.org/I686019"]},{"id":"https://openalex.org/I99542240","display_name":"Polish Academy of Sciences","ror":"https://ror.org/01dr6c206","country_code":"PL","type":"government","lineage":["https://openalex.org/I99542240"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Piotr Andrzej Kowalski","raw_affiliation_strings":["Faculty of Physics and Applied Computer Science AGH University of Science and Technology al. Mickiewicza 30, 30-059 Cracow, Poland","Systems Research Institute Polish Academy of Sciences ul. Newelska 6, 01-447 Warsaw, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Physics and Applied Computer Science AGH University of Science and Technology al. Mickiewicza 30, 30-059 Cracow, Poland","institution_ids":["https://openalex.org/I686019"]},{"raw_affiliation_string":"Systems Research Institute Polish Academy of Sciences ul. Newelska 6, 01-447 Warsaw, Poland","institution_ids":["https://openalex.org/I66083562","https://openalex.org/I99542240"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082087108","display_name":"Szymon \u0141ukasik","orcid":"https://orcid.org/0000-0001-6716-610X"},"institutions":[{"id":"https://openalex.org/I66083562","display_name":"Systems Research Institute","ror":"https://ror.org/0111cp837","country_code":"PL","type":"facility","lineage":["https://openalex.org/I66083562","https://openalex.org/I99542240"]},{"id":"https://openalex.org/I686019","display_name":"AGH University of Krakow","ror":"https://ror.org/00bas1c41","country_code":"PL","type":"education","lineage":["https://openalex.org/I686019"]},{"id":"https://openalex.org/I99542240","display_name":"Polish Academy of Sciences","ror":"https://ror.org/01dr6c206","country_code":"PL","type":"government","lineage":["https://openalex.org/I99542240"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Szymon \u0141ukasik","raw_affiliation_strings":["Faculty of Physics and Applied Computer Science AGH University of Science and Technology al. Mickiewicza 30, 30-059 Cracow, Poland","Systems Research Institute Polish Academy of Sciences ul. Newelska 6, 01-447 Warsaw, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Physics and Applied Computer Science AGH University of Science and Technology al. Mickiewicza 30, 30-059 Cracow, Poland","institution_ids":["https://openalex.org/I686019"]},{"raw_affiliation_string":"Systems Research Institute Polish Academy of Sciences ul. Newelska 6, 01-447 Warsaw, Poland","institution_ids":["https://openalex.org/I66083562","https://openalex.org/I99542240"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086599373","display_name":"Ma\u0142gorzata Charytanowicz","orcid":"https://orcid.org/0000-0002-1956-3941"},"institutions":[{"id":"https://openalex.org/I111702420","display_name":"John Paul II Catholic University of Lublin","ror":"https://ror.org/04qyefj88","country_code":"PL","type":"education","lineage":["https://openalex.org/I111702420"]},{"id":"https://openalex.org/I4210137370","display_name":"Institute of Mathematics","ror":"https://ror.org/04hrrh248","country_code":"PL","type":"facility","lineage":["https://openalex.org/I4210137370","https://openalex.org/I99542240"]},{"id":"https://openalex.org/I66083562","display_name":"Systems Research Institute","ror":"https://ror.org/0111cp837","country_code":"PL","type":"facility","lineage":["https://openalex.org/I66083562","https://openalex.org/I99542240"]},{"id":"https://openalex.org/I99542240","display_name":"Polish Academy of Sciences","ror":"https://ror.org/01dr6c206","country_code":"PL","type":"government","lineage":["https://openalex.org/I99542240"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Ma\u0142gorzata Charytanowicz","raw_affiliation_strings":["Institute of Mathematics and Computer Science The John Paul II Catholic University of Lublin Konstantynw 1 H, 20-708 Lublin, Poland","Systems Research Institute Polish Academy of Sciences ul. Newelska 6, 01-447 Warsaw, Poland","Institute of Mathematics and Computer Science The John Paul II Catholic University of Lublin Konstantyn\u00f3w 1 H, 20-708 Lublin, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Mathematics and Computer Science The John Paul II Catholic University of Lublin Konstantynw 1 H, 20-708 Lublin, Poland","institution_ids":["https://openalex.org/I111702420"]},{"raw_affiliation_string":"Systems Research Institute Polish Academy of Sciences ul. Newelska 6, 01-447 Warsaw, Poland","institution_ids":["https://openalex.org/I66083562","https://openalex.org/I99542240"]},{"raw_affiliation_string":"Institute of Mathematics and Computer Science The John Paul II Catholic University of Lublin Konstantyn\u00f3w 1 H, 20-708 Lublin, Poland","institution_ids":["https://openalex.org/I111702420","https://openalex.org/I4210137370"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072696337","display_name":"Piotr Kulczycki","orcid":"https://orcid.org/0000-0001-8641-8886"},"institutions":[{"id":"https://openalex.org/I66083562","display_name":"Systems Research Institute","ror":"https://ror.org/0111cp837","country_code":"PL","type":"facility","lineage":["https://openalex.org/I66083562","https://openalex.org/I99542240"]},{"id":"https://openalex.org/I686019","display_name":"AGH University of Krakow","ror":"https://ror.org/00bas1c41","country_code":"PL","type":"education","lineage":["https://openalex.org/I686019"]},{"id":"https://openalex.org/I99542240","display_name":"Polish Academy of Sciences","ror":"https://ror.org/01dr6c206","country_code":"PL","type":"government","lineage":["https://openalex.org/I99542240"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Piotr Kulczycki","raw_affiliation_strings":["Faculty of Physics and Applied Computer Science AGH University of Science and Technology al. Mickiewicza 30, 30-059 Cracow, Poland","Systems Research Institute Polish Academy of Sciences ul. Newelska 6, 01-447 Warsaw, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Physics and Applied Computer Science AGH University of Science and Technology al. Mickiewicza 30, 30-059 Cracow, Poland","institution_ids":["https://openalex.org/I686019"]},{"raw_affiliation_string":"Systems Research Institute Polish Academy of Sciences ul. Newelska 6, 01-447 Warsaw, Poland","institution_ids":["https://openalex.org/I66083562","https://openalex.org/I99542240"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.553,"has_fulltext":true,"cited_by_count":11,"citation_normalized_percentile":{"value":0.86365791,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"8","issue":null,"first_page":"79","last_page":"87"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9983999729156494,"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":0.9983999729156494,"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":0.9976000189781189,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9871000051498413,"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/cluster-analysis","display_name":"Cluster analysis","score":0.8051761388778687},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5560299754142761},{"id":"https://openalex.org/keywords/krill","display_name":"Krill","score":0.4967370629310608},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.452737957239151},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3964051604270935},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.38081133365631104},{"id":"https://openalex.org/keywords/fishery","display_name":"Fishery","score":0.1701674461364746},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.09876194596290588}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.8051761388778687},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5560299754142761},{"id":"https://openalex.org/C2777492549","wikidata":"https://www.wikidata.org/wiki/Q29498","display_name":"Krill","level":2,"score":0.4967370629310608},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.452737957239151},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3964051604270935},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38081133365631104},{"id":"https://openalex.org/C505870484","wikidata":"https://www.wikidata.org/wiki/Q180538","display_name":"Fishery","level":1,"score":0.1701674461364746},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.09876194596290588}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.15439/2016f295","is_oa":true,"landing_page_url":"https://doi.org/10.15439/2016f295","pdf_url":"https://annals-csis.org/proceedings/2016/pliks/295.pdf","source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},{"id":"pmh:oai:doaj.org/article:ec79779e7568466c8f80062c10b7a347","is_oa":true,"landing_page_url":"https://doaj.org/article/ec79779e7568466c8f80062c10b7a347","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Annals of computer science and information systems, Vol 8, Pp 79-87 (2016)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.15439/2016f295","is_oa":true,"landing_page_url":"https://doi.org/10.15439/2016f295","pdf_url":"https://annals-csis.org/proceedings/2016/pliks/295.pdf","source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2524261461.pdf","grobid_xml":"https://content.openalex.org/works/W2524261461.grobid-xml"},"referenced_works_count":52,"referenced_works":["https://openalex.org/W100581819","https://openalex.org/W123030148","https://openalex.org/W152434773","https://openalex.org/W298891490","https://openalex.org/W1443057221","https://openalex.org/W1483055888","https://openalex.org/W1531910981","https://openalex.org/W1532264762","https://openalex.org/W1565746575","https://openalex.org/W1567276288","https://openalex.org/W1576123718","https://openalex.org/W1954476676","https://openalex.org/W1959531279","https://openalex.org/W1976990135","https://openalex.org/W1978380673","https://openalex.org/W1980048226","https://openalex.org/W1984779822","https://openalex.org/W1985059878","https://openalex.org/W1985460844","https://openalex.org/W1985768289","https://openalex.org/W1987971958","https://openalex.org/W1993610500","https://openalex.org/W1995450389","https://openalex.org/W2010057749","https://openalex.org/W2033403400","https://openalex.org/W2051224630","https://openalex.org/W2059800042","https://openalex.org/W2082616038","https://openalex.org/W2085487226","https://openalex.org/W2089721065","https://openalex.org/W2089783325","https://openalex.org/W2110769121","https://openalex.org/W2127218421","https://openalex.org/W2130473611","https://openalex.org/W2146570986","https://openalex.org/W2149706766","https://openalex.org/W2156247618","https://openalex.org/W2161661539","https://openalex.org/W2162506329","https://openalex.org/W2275584500","https://openalex.org/W2558001755","https://openalex.org/W2730988342","https://openalex.org/W2999729612","https://openalex.org/W3112073073","https://openalex.org/W3120740533","https://openalex.org/W4236137412","https://openalex.org/W4242401062","https://openalex.org/W4250042253","https://openalex.org/W4300618951","https://openalex.org/W6633723191","https://openalex.org/W6649148148","https://openalex.org/W6817491142"],"related_works":["https://openalex.org/W2387405106","https://openalex.org/W2361460797","https://openalex.org/W2573131093","https://openalex.org/W1979871427","https://openalex.org/W2392374020","https://openalex.org/W2386949455","https://openalex.org/W2187506573","https://openalex.org/W2386767533","https://openalex.org/W2354051833","https://openalex.org/W3024886233"],"abstract_inverted_index":{"This":[0],"paper":[1],"describes":[2],"a":[3,101],"new":[4],"approach":[5],"to":[6,23],"metaheuristic-based":[7],"data":[8,71],"clustering":[9,63,84],"by":[10,57],"means":[11],"of":[12,26,33,41,49,83,92],"Krill":[13],"Herd":[14],"Algorithm":[15],"(KHA).":[16],"In":[17],"this":[18],"work,":[19],"KHA":[20],"is":[21,35],"used":[22],"find":[24],"centres":[25],"the":[27,31,39,42,46,50,75,88,95],"cluster":[28],"groups.":[29],"Moreover,":[30],"number":[32],"clusters":[34],"set":[36],"up":[37],"at":[38],"beginning":[40],"procedure,":[43],"and":[44],"during":[45],"subsequent":[47],"iterations":[48],"optimization":[51],"algorithm,":[52],"particular":[53],"solutions":[54],"are":[55],"evaluated":[56],"selected":[58],"validity":[59,102],"criteria.":[60],"The":[61],"proposed":[62],"algorithm":[64],"has":[65],"been":[66],"numerically":[67],"verified":[68],"using":[69],"twelve":[70],"sets":[72],"taken":[73],"from":[74],"UCI":[76],"Machine":[77],"Learning":[78],"Repository.":[79],"Additionally,":[80],"all":[81],"cases":[82],"were":[85],"compared":[86],"with":[87],"most":[89],"popular":[90],"method":[91],"k-means,":[93],"through":[94],"Rand":[96],"Index":[97],"being":[98],"applied":[99],"as":[100],"measure.":[103]},"counts_by_year":[{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
