{"id":"https://openalex.org/W4410088928","doi":"https://doi.org/10.1007/s41060-025-00782-3","title":"Parameter optimization in biclustering algorithms for large datasets using a combined approach of NSGA-II and TOPSIS","display_name":"Parameter optimization in biclustering algorithms for large datasets using a combined approach of NSGA-II and TOPSIS","publication_year":2025,"publication_date":"2025-05-05","ids":{"openalex":"https://openalex.org/W4410088928","doi":"https://doi.org/10.1007/s41060-025-00782-3"},"language":"en","primary_location":{"id":"doi:10.1007/s41060-025-00782-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s41060-025-00782-3","pdf_url":null,"source":{"id":"https://openalex.org/S4210195017","display_name":"International Journal of Data Science and Analytics","issn_l":"2364-415X","issn":["2364-415X","2364-4168"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Data Science and Analytics","raw_type":"journal-article"},"type":"article","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/A5084266223","display_name":"Ahmet Kocat\u00fcrk","orcid":"https://orcid.org/0000-0003-2542-3264"},"institutions":[{"id":"https://openalex.org/I95634034","display_name":"Gazi University","ror":"https://ror.org/054xkpr46","country_code":"TR","type":"education","lineage":["https://openalex.org/I95634034"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Ahmet Kocaturk","raw_affiliation_strings":["Department of Statistics, Gazi University, Ankara, Turkey"],"affiliations":[{"raw_affiliation_string":"Department of Statistics, Gazi University, Ankara, Turkey","institution_ids":["https://openalex.org/I95634034"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015081142","display_name":"H. Hasan \u00d6rk\u00e7\u00fc","orcid":"https://orcid.org/0000-0002-2888-9580"},"institutions":[{"id":"https://openalex.org/I95634034","display_name":"Gazi University","ror":"https://ror.org/054xkpr46","country_code":"TR","type":"education","lineage":["https://openalex.org/I95634034"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"H. Hasan Orkcu","raw_affiliation_strings":["Department of Statistics, Gazi University, Ankara, Turkey"],"affiliations":[{"raw_affiliation_string":"Department of Statistics, Gazi University, Ankara, Turkey","institution_ids":["https://openalex.org/I95634034"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103036117","display_name":"B\u00fclent Altunkaynak","orcid":"https://orcid.org/0000-0002-7905-8402"},"institutions":[{"id":"https://openalex.org/I95634034","display_name":"Gazi University","ror":"https://ror.org/054xkpr46","country_code":"TR","type":"education","lineage":["https://openalex.org/I95634034"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Bulent Altunkaynak","raw_affiliation_strings":["Department of Statistics, Gazi University, Ankara, Turkey"],"affiliations":[{"raw_affiliation_string":"Department of Statistics, Gazi University, Ankara, Turkey","institution_ids":["https://openalex.org/I95634034"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5084266223"],"corresponding_institution_ids":["https://openalex.org/I95634034"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":5.399,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.94991244,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"20","issue":"6","first_page":"5499","last_page":"5516"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9941999912261963,"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/T10320","display_name":"Neural Networks and Applications","score":0.9941999912261963,"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/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9933000206947327,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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":0.9697999954223633,"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/biclustering","display_name":"Biclustering","score":0.7894812226295471},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5985386371612549},{"id":"https://openalex.org/keywords/topsis","display_name":"TOPSIS","score":0.5153838396072388},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.44298121333122253},{"id":"https://openalex.org/keywords/optimization-algorithm","display_name":"Optimization algorithm","score":0.4125262200832367},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3638994097709656},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.33974331617355347},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.30382925271987915},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.24060794711112976},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.23591351509094238},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.12145203351974487},{"id":"https://openalex.org/keywords/fuzzy-clustering","display_name":"Fuzzy clustering","score":0.08189234137535095}],"concepts":[{"id":"https://openalex.org/C144817290","wikidata":"https://www.wikidata.org/wiki/Q2976575","display_name":"Biclustering","level":5,"score":0.7894812226295471},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5985386371612549},{"id":"https://openalex.org/C51566761","wikidata":"https://www.wikidata.org/wiki/Q1235853","display_name":"TOPSIS","level":2,"score":0.5153838396072388},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.44298121333122253},{"id":"https://openalex.org/C2987595161","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Optimization algorithm","level":2,"score":0.4125262200832367},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3638994097709656},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.33974331617355347},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.30382925271987915},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.24060794711112976},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.23591351509094238},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.12145203351974487},{"id":"https://openalex.org/C17212007","wikidata":"https://www.wikidata.org/wiki/Q5511111","display_name":"Fuzzy clustering","level":3,"score":0.08189234137535095},{"id":"https://openalex.org/C33704608","wikidata":"https://www.wikidata.org/wiki/Q5014717","display_name":"CURE data clustering algorithm","level":4,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s41060-025-00782-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s41060-025-00782-3","pdf_url":null,"source":{"id":"https://openalex.org/S4210195017","display_name":"International Journal of Data Science and Analytics","issn_l":"2364-415X","issn":["2364-415X","2364-4168"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Data Science and Analytics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W140354800","https://openalex.org/W1967243514","https://openalex.org/W1987559760","https://openalex.org/W2006613013","https://openalex.org/W2008459449","https://openalex.org/W2011794262","https://openalex.org/W2023416945","https://openalex.org/W2055849881","https://openalex.org/W2064787891","https://openalex.org/W2080278541","https://openalex.org/W2090257125","https://openalex.org/W2099058255","https://openalex.org/W2105883975","https://openalex.org/W2115394176","https://openalex.org/W2126105956","https://openalex.org/W2130095365","https://openalex.org/W2133149215","https://openalex.org/W2136107412","https://openalex.org/W2143065952","https://openalex.org/W2148541040","https://openalex.org/W2150930396","https://openalex.org/W2320392928","https://openalex.org/W2506768821","https://openalex.org/W2548186550","https://openalex.org/W2582169927","https://openalex.org/W2588481341","https://openalex.org/W2795302034","https://openalex.org/W2797147169","https://openalex.org/W2809659813","https://openalex.org/W2886918684","https://openalex.org/W2968013526","https://openalex.org/W2979322793","https://openalex.org/W3015108459","https://openalex.org/W3170949478","https://openalex.org/W4281397982","https://openalex.org/W4290750029","https://openalex.org/W4294141750","https://openalex.org/W4386527947","https://openalex.org/W4390112358","https://openalex.org/W4390587584","https://openalex.org/W4396877742"],"related_works":["https://openalex.org/W1974340769","https://openalex.org/W2900595096","https://openalex.org/W4289277241","https://openalex.org/W2979322793","https://openalex.org/W2765801824","https://openalex.org/W2041949587","https://openalex.org/W2188068678","https://openalex.org/W2157302779","https://openalex.org/W2611629964","https://openalex.org/W2113284213"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
