{"id":"https://openalex.org/W4390167891","doi":"https://doi.org/10.1007/s00500-023-09496-9","title":"Optimizing machine learning for space weather forecasting and event classification using modified metaheuristics","display_name":"Optimizing machine learning for space weather forecasting and event classification using modified metaheuristics","publication_year":2023,"publication_date":"2023-12-24","ids":{"openalex":"https://openalex.org/W4390167891","doi":"https://doi.org/10.1007/s00500-023-09496-9"},"language":"en","primary_location":{"id":"doi:10.1007/s00500-023-09496-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00500-023-09496-9","pdf_url":null,"source":{"id":"https://openalex.org/S65753830","display_name":"Soft Computing","issn_l":"1432-7643","issn":["1432-7643","1433-7479"],"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":"Soft 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/A5068911769","display_name":"Luka Jovanovi\u0107","orcid":"https://orcid.org/0000-0001-9402-7391"},"institutions":[{"id":"https://openalex.org/I170253739","display_name":"Singidunum University","ror":"https://ror.org/017v7rz39","country_code":"RS","type":"education","lineage":["https://openalex.org/I170253739"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Luka Jovanovic","raw_affiliation_strings":["Singidunum University, Danijelova 32, Belgrade, 11000, Serbia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Singidunum University, Danijelova 32, Belgrade, 11000, Serbia","institution_ids":["https://openalex.org/I170253739"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064081550","display_name":"Neboj\u0161a Ba\u010danin","orcid":"https://orcid.org/0000-0002-2062-924X"},"institutions":[{"id":"https://openalex.org/I170253739","display_name":"Singidunum University","ror":"https://ror.org/017v7rz39","country_code":"RS","type":"education","lineage":["https://openalex.org/I170253739"]}],"countries":["RS"],"is_corresponding":true,"raw_author_name":"Nebojsa Bacanin","raw_affiliation_strings":["Singidunum University, Danijelova 32, Belgrade, 11000, Serbia"],"raw_orcid":"https://orcid.org/0000-0002-2062-924X","affiliations":[{"raw_affiliation_string":"Singidunum University, Danijelova 32, Belgrade, 11000, Serbia","institution_ids":["https://openalex.org/I170253739"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011658703","display_name":"Vladimir \u0160imi\u0107","orcid":"https://orcid.org/0000-0001-5709-3744"},"institutions":[{"id":"https://openalex.org/I4068193","display_name":"University of Belgrade","ror":"https://ror.org/02qsmb048","country_code":"RS","type":"education","lineage":["https://openalex.org/I4068193"]},{"id":"https://openalex.org/I99908691","display_name":"Yuan Ze University","ror":"https://ror.org/01fv1ds98","country_code":"TW","type":"education","lineage":["https://openalex.org/I99908691"]}],"countries":["RS","TW"],"is_corresponding":false,"raw_author_name":"Vladimir Simic","raw_affiliation_strings":["College of Engineering, Department of Industrial Engineering and Management, Yuan Ze University, Yuandong Rd., Zhongli Dist., Taoyuan City, 320315, Taiwan","Faculty of Transport and Traffic Engineering, University of Belgrade, Vojvode Stepe 305, Belgrade, 11010, Serbia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Engineering, Department of Industrial Engineering and Management, Yuan Ze University, Yuandong Rd., Zhongli Dist., Taoyuan City, 320315, Taiwan","institution_ids":["https://openalex.org/I99908691"]},{"raw_affiliation_string":"Faculty of Transport and Traffic Engineering, University of Belgrade, Vojvode Stepe 305, Belgrade, 11010, Serbia","institution_ids":["https://openalex.org/I4068193"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077031438","display_name":"Joseph Mani","orcid":"https://orcid.org/0000-0002-3011-1735"},"institutions":[{"id":"https://openalex.org/I4210131232","display_name":"Modern College of Business and Science","ror":"https://ror.org/02hvzvg02","country_code":"OM","type":"education","lineage":["https://openalex.org/I4210131232"]}],"countries":["OM"],"is_corresponding":false,"raw_author_name":"Joseph Mani","raw_affiliation_strings":["Modern College of Business and Science, 3 Bawshar St., 133, Muscat, Oman"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Modern College of Business and Science, 3 Bawshar St., 133, Muscat, Oman","institution_ids":["https://openalex.org/I4210131232"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072469505","display_name":"Miodrag \u017divkovi\u0107","orcid":"https://orcid.org/0000-0002-4351-068X"},"institutions":[{"id":"https://openalex.org/I170253739","display_name":"Singidunum University","ror":"https://ror.org/017v7rz39","country_code":"RS","type":"education","lineage":["https://openalex.org/I170253739"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Miodrag Zivkovic","raw_affiliation_strings":["Singidunum University, Danijelova 32, Belgrade, 11000, Serbia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Singidunum University, Danijelova 32, Belgrade, 11000, Serbia","institution_ids":["https://openalex.org/I170253739"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036738895","display_name":"Marko \u0160arac","orcid":"https://orcid.org/0000-0001-8241-2778"},"institutions":[{"id":"https://openalex.org/I170253739","display_name":"Singidunum University","ror":"https://ror.org/017v7rz39","country_code":"RS","type":"education","lineage":["https://openalex.org/I170253739"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Marko Sarac","raw_affiliation_strings":["Singidunum University, Danijelova 32, Belgrade, 11000, Serbia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Singidunum University, Danijelova 32, Belgrade, 11000, Serbia","institution_ids":["https://openalex.org/I170253739"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5064081550"],"corresponding_institution_ids":["https://openalex.org/I170253739"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":3.2234,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.92199211,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"28","issue":"7-8","first_page":"6383","last_page":"6402"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10251","display_name":"Solar and Space Plasma Dynamics","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/3103","display_name":"Astronomy and Astrophysics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10251","display_name":"Solar and Space Plasma Dynamics","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/3103","display_name":"Astronomy and Astrophysics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11276","display_name":"Solar Radiation and Photovoltaics","score":0.9980000257492065,"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/T14224","display_name":"Oil, Gas, and Environmental Issues","score":0.9179999828338623,"subfield":{"id":"https://openalex.org/subfields/2105","display_name":"Renewable Energy, Sustainability and the Environment"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/metaheuristic","display_name":"Metaheuristic","score":0.7490032911300659},{"id":"https://openalex.org/keywords/space-weather","display_name":"Space weather","score":0.6869425177574158},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6495922803878784},{"id":"https://openalex.org/keywords/hyperparameter","display_name":"Hyperparameter","score":0.6231186389923096},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5788857936859131},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.5548127293586731},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5275128483772278},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.1051003634929657},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.08188384771347046}],"concepts":[{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.7490032911300659},{"id":"https://openalex.org/C151325931","wikidata":"https://www.wikidata.org/wiki/Q584093","display_name":"Space weather","level":2,"score":0.6869425177574158},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6495922803878784},{"id":"https://openalex.org/C8642999","wikidata":"https://www.wikidata.org/wiki/Q4171168","display_name":"Hyperparameter","level":2,"score":0.6231186389923096},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5788857936859131},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.5548127293586731},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5275128483772278},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.1051003634929657},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.08188384771347046}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00500-023-09496-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00500-023-09496-9","pdf_url":null,"source":{"id":"https://openalex.org/S65753830","display_name":"Soft Computing","issn_l":"1432-7643","issn":["1432-7643","1433-7479"],"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":"Soft Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.6499999761581421}],"awards":[{"id":"https://openalex.org/G1527626225","display_name":null,"funder_award_id":"III-44006","funder_id":"https://openalex.org/F4320322729","funder_display_name":"Ministarstvo Prosvete, Nauke i Tehnolo\u0161kog Razvoja"}],"funders":[{"id":"https://openalex.org/F4320322729","display_name":"Ministarstvo Prosvete, Nauke i Tehnolo\u0161kog Razvoja","ror":"https://ror.org/01znas443"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":58,"referenced_works":["https://openalex.org/W2016525503","https://openalex.org/W2024518622","https://openalex.org/W2094483427","https://openalex.org/W2096166399","https://openalex.org/W2144317842","https://openalex.org/W2151554678","https://openalex.org/W2232317135","https://openalex.org/W2295598076","https://openalex.org/W2573137292","https://openalex.org/W2593949166","https://openalex.org/W2612690371","https://openalex.org/W2972093761","https://openalex.org/W2972925336","https://openalex.org/W2975256032","https://openalex.org/W2985781222","https://openalex.org/W3022643593","https://openalex.org/W3043003497","https://openalex.org/W3083112738","https://openalex.org/W3098013305","https://openalex.org/W3132782787","https://openalex.org/W3160199995","https://openalex.org/W3168997536","https://openalex.org/W3212797097","https://openalex.org/W3215102838","https://openalex.org/W4200349868","https://openalex.org/W4206542082","https://openalex.org/W4211107820","https://openalex.org/W4225762911","https://openalex.org/W4229597740","https://openalex.org/W4238692505","https://openalex.org/W4250863246","https://openalex.org/W4280571431","https://openalex.org/W4288097401","https://openalex.org/W4290719317","https://openalex.org/W4290719323","https://openalex.org/W4292242250","https://openalex.org/W4293739967","https://openalex.org/W4297540792","https://openalex.org/W4308509827","https://openalex.org/W4308789230","https://openalex.org/W4312094363","https://openalex.org/W4312121953","https://openalex.org/W4312222850","https://openalex.org/W4313494551","https://openalex.org/W4320734830","https://openalex.org/W4320734898","https://openalex.org/W4320893566","https://openalex.org/W4321021018","https://openalex.org/W4321232620","https://openalex.org/W4365450167","https://openalex.org/W4376482821","https://openalex.org/W4377861432","https://openalex.org/W4382873860","https://openalex.org/W4383645571","https://openalex.org/W4385732680","https://openalex.org/W4386003369","https://openalex.org/W4387382426","https://openalex.org/W4393551315"],"related_works":["https://openalex.org/W2140186469","https://openalex.org/W4390421286","https://openalex.org/W4280563792","https://openalex.org/W2602382373","https://openalex.org/W3198113463","https://openalex.org/W4285827128","https://openalex.org/W2787698406","https://openalex.org/W2963844355","https://openalex.org/W4361251046","https://openalex.org/W98577079"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":5}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}