{"id":"https://openalex.org/W4387299528","doi":"https://doi.org/10.1007/s10586-023-04165-w","title":"A comparative study of optimization algorithms for feature selection on ML-based classification of agricultural data","display_name":"A comparative study of optimization algorithms for feature selection on ML-based classification of agricultural data","publication_year":2023,"publication_date":"2023-10-03","ids":{"openalex":"https://openalex.org/W4387299528","doi":"https://doi.org/10.1007/s10586-023-04165-w"},"language":"en","primary_location":{"id":"doi:10.1007/s10586-023-04165-w","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1007/s10586-023-04165-w","pdf_url":null,"source":{"id":"https://openalex.org/S106148199","display_name":"Cluster Computing","issn_l":"1386-7857","issn":["1386-7857","1573-7543"],"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":"Cluster Computing","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/A5044588597","display_name":"Zeynep Garip","orcid":"https://orcid.org/0000-0002-0420-8541"},"institutions":[{"id":"https://openalex.org/I103703290","display_name":"Sakarya University","ror":"https://ror.org/04ttnw109","country_code":"TR","type":"education","lineage":["https://openalex.org/I103703290"]},{"id":"https://openalex.org/I4387154643","display_name":"Sakarya Uygulamal\u0131 Bilimler \u00dcniversitesi","ror":"https://ror.org/01shwhq58","country_code":null,"type":"education","lineage":["https://openalex.org/I4387154643"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Zeynep Garip","raw_affiliation_strings":["Faculty of Technology, Computer Engineering Department, Sakarya University of Applied Sciences, Sakarya, Turkey"],"affiliations":[{"raw_affiliation_string":"Faculty of Technology, Computer Engineering Department, Sakarya University of Applied Sciences, Sakarya, Turkey","institution_ids":["https://openalex.org/I103703290","https://openalex.org/I4387154643"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017388165","display_name":"Ekin Ek\u0131nc\u0131","orcid":"https://orcid.org/0000-0003-0658-592X"},"institutions":[{"id":"https://openalex.org/I103703290","display_name":"Sakarya University","ror":"https://ror.org/04ttnw109","country_code":"TR","type":"education","lineage":["https://openalex.org/I103703290"]},{"id":"https://openalex.org/I4387154643","display_name":"Sakarya Uygulamal\u0131 Bilimler \u00dcniversitesi","ror":"https://ror.org/01shwhq58","country_code":null,"type":"education","lineage":["https://openalex.org/I4387154643"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Ekin Ekinci","raw_affiliation_strings":["Faculty of Technology, Computer Engineering Department, Sakarya University of Applied Sciences, Sakarya, Turkey"],"affiliations":[{"raw_affiliation_string":"Faculty of Technology, Computer Engineering Department, Sakarya University of Applied Sciences, Sakarya, Turkey","institution_ids":["https://openalex.org/I103703290","https://openalex.org/I4387154643"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040817922","display_name":"Murat Erhan \u00c7imen","orcid":"https://orcid.org/0000-0002-1793-485X"},"institutions":[{"id":"https://openalex.org/I103703290","display_name":"Sakarya University","ror":"https://ror.org/04ttnw109","country_code":"TR","type":"education","lineage":["https://openalex.org/I103703290"]},{"id":"https://openalex.org/I4387154643","display_name":"Sakarya Uygulamal\u0131 Bilimler \u00dcniversitesi","ror":"https://ror.org/01shwhq58","country_code":null,"type":"education","lineage":["https://openalex.org/I4387154643"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Murat Erhan \u00c7imen","raw_affiliation_strings":["Faculty of Technology, Electrical and Electronics Engineering Department, Sakarya University of Applied Sciences, Sakarya, Turkey"],"affiliations":[{"raw_affiliation_string":"Faculty of Technology, Electrical and Electronics Engineering Department, Sakarya University of Applied Sciences, Sakarya, Turkey","institution_ids":["https://openalex.org/I103703290","https://openalex.org/I4387154643"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5017388165"],"corresponding_institution_ids":["https://openalex.org/I103703290","https://openalex.org/I4387154643"],"apc_list":{"value":2190,"currency":"EUR","value_usd":2790},"apc_paid":null,"fwci":1.2179,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.85111813,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":96},"biblio":{"volume":"27","issue":"3","first_page":"3341","last_page":"3362"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9746999740600586,"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/computer-science","display_name":"Computer science","score":0.8297091722488403},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.7084066271781921},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.617702066898346},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.6165584921836853},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5669143795967102},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5466979742050171},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.531785249710083},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5077110528945923},{"id":"https://openalex.org/keywords/statistical-classification","display_name":"Statistical classification","score":0.5072526335716248},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4651907980442047},{"id":"https://openalex.org/keywords/agriculture","display_name":"Agriculture","score":0.42528191208839417}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8297091722488403},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.7084066271781921},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.617702066898346},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.6165584921836853},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5669143795967102},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5466979742050171},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.531785249710083},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5077110528945923},{"id":"https://openalex.org/C110083411","wikidata":"https://www.wikidata.org/wiki/Q1744628","display_name":"Statistical classification","level":2,"score":0.5072526335716248},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4651907980442047},{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.42528191208839417},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10586-023-04165-w","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1007/s10586-023-04165-w","pdf_url":null,"source":{"id":"https://openalex.org/S106148199","display_name":"Cluster Computing","issn_l":"1386-7857","issn":["1386-7857","1573-7543"],"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":"Cluster Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7799999713897705,"display_name":"Zero hunger","id":"https://metadata.un.org/sdg/2"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":81,"referenced_works":["https://openalex.org/W883434633","https://openalex.org/W1187561183","https://openalex.org/W1992116297","https://openalex.org/W2031183907","https://openalex.org/W2070268197","https://openalex.org/W2077442291","https://openalex.org/W2102770166","https://openalex.org/W2585392941","https://openalex.org/W2724549444","https://openalex.org/W2738666506","https://openalex.org/W2738900493","https://openalex.org/W2757327417","https://openalex.org/W2766585573","https://openalex.org/W2767707525","https://openalex.org/W2905432617","https://openalex.org/W2922096023","https://openalex.org/W2953941515","https://openalex.org/W2980521503","https://openalex.org/W2991490332","https://openalex.org/W2995254025","https://openalex.org/W3021888805","https://openalex.org/W3028220471","https://openalex.org/W3032338640","https://openalex.org/W3040343225","https://openalex.org/W3048412361","https://openalex.org/W3048485124","https://openalex.org/W3081745991","https://openalex.org/W3095502701","https://openalex.org/W3096726005","https://openalex.org/W3097916914","https://openalex.org/W3107164366","https://openalex.org/W3107742999","https://openalex.org/W3108707553","https://openalex.org/W3112401911","https://openalex.org/W3116748965","https://openalex.org/W3119086389","https://openalex.org/W3127520227","https://openalex.org/W3127850691","https://openalex.org/W3132865516","https://openalex.org/W3134499966","https://openalex.org/W3153292310","https://openalex.org/W3154436842","https://openalex.org/W3165319944","https://openalex.org/W3169020024","https://openalex.org/W3173990975","https://openalex.org/W3193656248","https://openalex.org/W3197089203","https://openalex.org/W3209333661","https://openalex.org/W3212130854","https://openalex.org/W3217483241","https://openalex.org/W4200620051","https://openalex.org/W4206260791","https://openalex.org/W4206797836","https://openalex.org/W4213154481","https://openalex.org/W4214549633","https://openalex.org/W4214646555","https://openalex.org/W4220785178","https://openalex.org/W4221052072","https://openalex.org/W4223530110","https://openalex.org/W4224011618","https://openalex.org/W4224222011","https://openalex.org/W4226030017","https://openalex.org/W4283728906","https://openalex.org/W4285602720","https://openalex.org/W4286219624","https://openalex.org/W4286449135","https://openalex.org/W4289831746","https://openalex.org/W4291014883","https://openalex.org/W4293403452","https://openalex.org/W4293469630","https://openalex.org/W4295548824","https://openalex.org/W4296051389","https://openalex.org/W4296432578","https://openalex.org/W4297895296","https://openalex.org/W4307570448","https://openalex.org/W4307905923","https://openalex.org/W4313499824","https://openalex.org/W4316042122","https://openalex.org/W4375952465","https://openalex.org/W4383550762","https://openalex.org/W7131858020"],"related_works":["https://openalex.org/W4205762803","https://openalex.org/W2535856026","https://openalex.org/W2265065644","https://openalex.org/W2134699697","https://openalex.org/W3147584709","https://openalex.org/W2322875716","https://openalex.org/W2977677679","https://openalex.org/W4386564352","https://openalex.org/W2952668426","https://openalex.org/W3048286013"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2}],"updated_date":"2026-02-06T02:01:19.302388","created_date":"2025-10-10T00:00:00"}
