{"id":"https://openalex.org/W4413215202","doi":"https://doi.org/10.1145/3712255.3726758","title":"A Genetic Ensemble Method for Correcting Maritime Wind Forecasts","display_name":"A Genetic Ensemble Method for Correcting Maritime Wind Forecasts","publication_year":2025,"publication_date":"2025-07-14","ids":{"openalex":"https://openalex.org/W4413215202","doi":"https://doi.org/10.1145/3712255.3726758"},"language":"en","primary_location":{"id":"doi:10.1145/3712255.3726758","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3712255.3726758","pdf_url":null,"source":{"id":"https://openalex.org/S4363608771","display_name":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","raw_type":"proceedings-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":null,"display_name":"Chae-Rim Park","orcid":"https://orcid.org/0009-0007-2415-5348"},"institutions":[{"id":"https://openalex.org/I161024014","display_name":"Kwangwoon University","ror":"https://ror.org/02e9zc863","country_code":"KR","type":"education","lineage":["https://openalex.org/I161024014"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Chae-Rim Park","raw_affiliation_strings":["Kwangwoon University, Seoul, Republic of Korea"],"raw_orcid":"https://orcid.org/0009-0007-2415-5348","affiliations":[{"raw_affiliation_string":"Kwangwoon University, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I161024014"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100379046","display_name":"Taehoon Kim","orcid":"https://orcid.org/0009-0002-3197-1507"},"institutions":[{"id":"https://openalex.org/I161024014","display_name":"Kwangwoon University","ror":"https://ror.org/02e9zc863","country_code":"KR","type":"education","lineage":["https://openalex.org/I161024014"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Tae-Hoon Kim","raw_affiliation_strings":["Kwangwoon University, Seoul, Republic of Korea"],"raw_orcid":"https://orcid.org/0009-0002-3197-1507","affiliations":[{"raw_affiliation_string":"Kwangwoon University, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I161024014"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046031351","display_name":"Yong-Hyuk Kim","orcid":"https://orcid.org/0000-0002-0492-0889"},"institutions":[{"id":"https://openalex.org/I161024014","display_name":"Kwangwoon University","ror":"https://ror.org/02e9zc863","country_code":"KR","type":"education","lineage":["https://openalex.org/I161024014"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Yong-Hyuk Kim","raw_affiliation_strings":["Kwangwoon University, Seoul, Republic of Korea"],"raw_orcid":"https://orcid.org/0000-0002-0492-0889","affiliations":[{"raw_affiliation_string":"Kwangwoon University, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I161024014"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5041653964","display_name":"Seung\u2010Hyun Moon","orcid":"https://orcid.org/0000-0002-3922-3995"},"institutions":[{"id":"https://openalex.org/I161024014","display_name":"Kwangwoon University","ror":"https://ror.org/02e9zc863","country_code":"KR","type":"education","lineage":["https://openalex.org/I161024014"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Seung-Hyun Moon","raw_affiliation_strings":["Kwangwoon University, Seoul, Republic of Korea"],"raw_orcid":"https://orcid.org/0000-0002-3922-3995","affiliations":[{"raw_affiliation_string":"Kwangwoon University, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I161024014"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I161024014"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.49440299,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"887","last_page":"890"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","score":0.9912999868392944,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11490","display_name":"Hydrological Forecasting Using AI","score":0.9854000210762024,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental 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":0.5929895639419556},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.3961482346057892},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.10804331302642822}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5929895639419556},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.3961482346057892},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.10804331302642822}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3712255.3726758","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3712255.3726758","pdf_url":null,"source":{"id":"https://openalex.org/S4363608771","display_name":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2166258242","display_name":null,"funder_award_id":"RS-2022-KS221629","funder_id":"https://openalex.org/F4320327222","funder_display_name":"Korea Institute of Marine Science and Technology promotion"}],"funders":[{"id":"https://openalex.org/F4320327222","display_name":"Korea Institute of Marine Science and Technology promotion","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W1534477342","https://openalex.org/W1997157351","https://openalex.org/W2144499799","https://openalex.org/W2955613755","https://openalex.org/W3100777112","https://openalex.org/W4313399947"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Maritime":[0],"accidents":[1],"can":[2],"cause":[3],"significant":[4,95],"damage":[5],"to":[6],"both":[7],"human":[8],"life":[9],"and":[10,16,68,93],"the":[11,28,53,69,73,85],"environment.":[12],"To":[13],"respond":[14],"quickly":[15],"effectively,":[17],"accurate":[18],"wind":[19,36,48,90],"prediction":[20,38,49,91],"is":[21],"crucial.":[22],"This":[23,83],"study":[24],"focuses":[25],"on":[26],"optimizing":[27,52],"weights":[29,54],"of":[30,55,87],"an":[31],"ensemble":[32],"voting":[33],"model":[34,71],"for":[35],"data":[37],"using":[39],"genetic":[40],"algorithms":[41],"(GAs).":[42],"The":[43],"GA-based":[44,70],"approach":[45],"significantly":[46],"improved":[47],"accuracy":[50],"by":[51],"various":[56],"models.":[57],"Data":[58],"from":[59],"seven":[60],"observation":[61],"stations":[62],"near":[63],"South":[64],"Korea":[65],"was":[66],"used,":[67],"outperformed":[72],"ECMWF":[74],"High-Resolution":[75],"model,":[76],"achieving":[77],"a":[78],"24.6%":[79],"improvement":[80],"in":[81,89,97],"RMSE.":[82],"highlights":[84],"potential":[86],"GA":[88],"models":[92],"its":[94],"application":[96],"maritime":[98],"accident":[99],"response":[100],"systems.":[101]},"counts_by_year":[],"updated_date":"2025-12-28T23:10:05.387466","created_date":"2025-10-10T00:00:00"}