{"id":"https://openalex.org/W4401326126","doi":"https://doi.org/10.1016/j.eswa.2024.124963","title":"Advancing the LightGBM approach with three novel nature-inspired optimizers for predicting wildfire susceptibility in Kaua\u02bbi and Moloka\u02bbi Islands, Hawaii","display_name":"Advancing the LightGBM approach with three novel nature-inspired optimizers for predicting wildfire susceptibility in Kaua\u02bbi and Moloka\u02bbi Islands, Hawaii","publication_year":2024,"publication_date":"2024-08-05","ids":{"openalex":"https://openalex.org/W4401326126","doi":"https://doi.org/10.1016/j.eswa.2024.124963"},"language":"en","primary_location":{"id":"doi:10.1016/j.eswa.2024.124963","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.eswa.2024.124963","pdf_url":null,"source":{"id":"https://openalex.org/S13144211","display_name":"Expert Systems with Applications","issn_l":"0957-4174","issn":["0957-4174","1873-6793"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Expert Systems with Applications","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/A5005775373","display_name":"Saeid Janizadeh","orcid":"https://orcid.org/0000-0002-6314-6838"},"institutions":[{"id":"https://openalex.org/I117965899","display_name":"University of Hawai\u02bbi at M\u0101noa","ror":"https://ror.org/01wspgy28","country_code":"US","type":"education","lineage":["https://openalex.org/I117965899"]},{"id":"https://openalex.org/I1331384533","display_name":"University of Hawaii System","ror":"https://ror.org/03tzaeb71","country_code":"US","type":"education","lineage":["https://openalex.org/I1331384533"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Saeid Janizadeh","raw_affiliation_strings":["Department of Civil, Environmental and Construction Engineering and Water Resources Research Center, University of Hawai\u2019i at Manoa, Honolulu, HI 96822, USA","Department of Civil, Environmental and Construction Engineering and Water Resources Research Center, University of Hawai'i at Manoa, Honolulu, HI 96822, USA"],"affiliations":[{"raw_affiliation_string":"Department of Civil, Environmental and Construction Engineering and Water Resources Research Center, University of Hawai\u2019i at Manoa, Honolulu, HI 96822, USA","institution_ids":["https://openalex.org/I117965899"]},{"raw_affiliation_string":"Department of Civil, Environmental and Construction Engineering and Water Resources Research Center, University of Hawai'i at Manoa, Honolulu, HI 96822, USA","institution_ids":["https://openalex.org/I117965899","https://openalex.org/I1331384533"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036181897","display_name":"Trang Thi Kieu Tran","orcid":"https://orcid.org/0009-0008-6675-977X"},"institutions":[{"id":"https://openalex.org/I117965899","display_name":"University of Hawai\u02bbi at M\u0101noa","ror":"https://ror.org/01wspgy28","country_code":"US","type":"education","lineage":["https://openalex.org/I117965899"]},{"id":"https://openalex.org/I1331384533","display_name":"University of Hawaii System","ror":"https://ror.org/03tzaeb71","country_code":"US","type":"education","lineage":["https://openalex.org/I1331384533"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Trang Thi Kieu Tran","raw_affiliation_strings":["Department of Civil, Environmental and Construction Engineering and Water Resources Research Center, University of Hawai\u2019i at Manoa, Honolulu, HI 96822, USA","Department of Civil, Environmental and Construction Engineering and Water Resources Research Center, University of Hawai'i at Manoa, Honolulu, HI 96822, USA"],"affiliations":[{"raw_affiliation_string":"Department of Civil, Environmental and Construction Engineering and Water Resources Research Center, University of Hawai\u2019i at Manoa, Honolulu, HI 96822, USA","institution_ids":["https://openalex.org/I117965899"]},{"raw_affiliation_string":"Department of Civil, Environmental and Construction Engineering and Water Resources Research Center, University of Hawai'i at Manoa, Honolulu, HI 96822, USA","institution_ids":["https://openalex.org/I117965899","https://openalex.org/I1331384533"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033592648","display_name":"Sayed M. Bateni","orcid":"https://orcid.org/0000-0002-7134-0067"},"institutions":[{"id":"https://openalex.org/I117965899","display_name":"University of Hawai\u02bbi at M\u0101noa","ror":"https://ror.org/01wspgy28","country_code":"US","type":"education","lineage":["https://openalex.org/I117965899"]},{"id":"https://openalex.org/I1331384533","display_name":"University of Hawaii System","ror":"https://ror.org/03tzaeb71","country_code":"US","type":"education","lineage":["https://openalex.org/I1331384533"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sayed M. Bateni","raw_affiliation_strings":["Department of Civil, Environmental and Construction Engineering and Water Resources Research Center, University of Hawai\u2019i at Manoa, Honolulu, HI 96822, USA","Department of Civil, Environmental and Construction Engineering and Water Resources Research Center, University of Hawai'i at Manoa, Honolulu, HI 96822, USA"],"affiliations":[{"raw_affiliation_string":"Department of Civil, Environmental and Construction Engineering and Water Resources Research Center, University of Hawai\u2019i at Manoa, Honolulu, HI 96822, USA","institution_ids":["https://openalex.org/I117965899"]},{"raw_affiliation_string":"Department of Civil, Environmental and Construction Engineering and Water Resources Research Center, University of Hawai'i at Manoa, Honolulu, HI 96822, USA","institution_ids":["https://openalex.org/I117965899","https://openalex.org/I1331384533"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048349794","display_name":"Changhyun Jun","orcid":"https://orcid.org/0000-0002-9767-9923"},"institutions":[{"id":"https://openalex.org/I197347611","display_name":"Korea University","ror":"https://ror.org/047dqcg40","country_code":"KR","type":"education","lineage":["https://openalex.org/I197347611"]},{"id":"https://openalex.org/I67900169","display_name":"Chung-Ang University","ror":"https://ror.org/01r024a98","country_code":"KR","type":"education","lineage":["https://openalex.org/I67900169"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Changhyun Jun","raw_affiliation_strings":["School of Civil, Environmental and Architectural Engineering, College of Engineering, Korea University, Seoul, Republic of Korea","Department of Civil and Environmental Engineering, College of Engineering, Chung-Ang University, Seoul 06974, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"School of Civil, Environmental and Architectural Engineering, College of Engineering, Korea University, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I197347611"]},{"raw_affiliation_string":"Department of Civil and Environmental Engineering, College of Engineering, Chung-Ang University, Seoul 06974, Republic of Korea","institution_ids":["https://openalex.org/I67900169"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100655992","display_name":"Dongkyun Kim","orcid":"https://orcid.org/0000-0002-4222-7444"},"institutions":[{"id":"https://openalex.org/I94588446","display_name":"Hongik University","ror":"https://ror.org/00egdv862","country_code":"KR","type":"education","lineage":["https://openalex.org/I94588446"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Dongkyun Kim","raw_affiliation_strings":["Department of Civil Engineering, Hongik University, Mapo-Gu, Seoul, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Department of Civil Engineering, Hongik University, Mapo-Gu, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I94588446"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008459642","display_name":"Clay Trauernicht","orcid":"https://orcid.org/0000-0002-1509-8536"},"institutions":[{"id":"https://openalex.org/I117965899","display_name":"University of Hawai\u02bbi at M\u0101noa","ror":"https://ror.org/01wspgy28","country_code":"US","type":"education","lineage":["https://openalex.org/I117965899"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Clay Trauernicht","raw_affiliation_strings":["Department of Natural Resources and Environmental Management, University of Hawai\u2019i at Manoa, Honolulu, HI 96822, USA","Department of Natural Resources and Environmental Management, University of Hawai'i at Manoa, Honolulu, HI 96822, USA"],"affiliations":[{"raw_affiliation_string":"Department of Natural Resources and Environmental Management, University of Hawai\u2019i at Manoa, Honolulu, HI 96822, USA","institution_ids":["https://openalex.org/I117965899"]},{"raw_affiliation_string":"Department of Natural Resources and Environmental Management, University of Hawai'i at Manoa, Honolulu, HI 96822, USA","institution_ids":["https://openalex.org/I117965899"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054940004","display_name":"Essam Heggy","orcid":"https://orcid.org/0000-0001-7476-2735"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]},{"id":"https://openalex.org/I1334627681","display_name":"Jet Propulsion Laboratory","ror":"https://ror.org/027k65916","country_code":"US","type":"facility","lineage":["https://openalex.org/I122411786","https://openalex.org/I1334627681","https://openalex.org/I4210124779"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Essam Heggy","raw_affiliation_strings":["Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA 91109, USA","Viterbi School of Engineering, University of Southern California, Los Angeles, CA 90089, USA"],"affiliations":[{"raw_affiliation_string":"Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA 91109, USA","institution_ids":["https://openalex.org/I1334627681"]},{"raw_affiliation_string":"Viterbi School of Engineering, University of Southern California, Los Angeles, CA 90089, USA","institution_ids":["https://openalex.org/I1174212"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5048349794"],"corresponding_institution_ids":["https://openalex.org/I197347611","https://openalex.org/I67900169"],"apc_list":{"value":3220,"currency":"USD","value_usd":3220},"apc_paid":null,"fwci":5.8626,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.96897414,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"258","issue":null,"first_page":"124963","last_page":"124963"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10555","display_name":"Fire effects on ecosystems","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10555","display_name":"Fire effects on ecosystems","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10895","display_name":"Species Distribution and Climate Change","score":0.9901999831199646,"subfield":{"id":"https://openalex.org/subfields/2302","display_name":"Ecological Modeling"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10535","display_name":"Landslides and related hazards","score":0.9891999959945679,"subfield":{"id":"https://openalex.org/subfields/2308","display_name":"Management, Monitoring, Policy and Law"},"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/artificial-intelligence","display_name":"Artificial intelligence","score":0.37381309270858765},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3686520457267761}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37381309270858765},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3686520457267761}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.eswa.2024.124963","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.eswa.2024.124963","pdf_url":null,"source":{"id":"https://openalex.org/S13144211","display_name":"Expert Systems with Applications","issn_l":"0957-4174","issn":["0957-4174","1873-6793"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Expert Systems with Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","score":0.44999998807907104,"display_name":"Climate action"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":104,"referenced_works":["https://openalex.org/W792497092","https://openalex.org/W1839985258","https://openalex.org/W1927861159","https://openalex.org/W1977246553","https://openalex.org/W1992758377","https://openalex.org/W2022609720","https://openalex.org/W2024014912","https://openalex.org/W2044392087","https://openalex.org/W2053997187","https://openalex.org/W2074034040","https://openalex.org/W2085178294","https://openalex.org/W2092884183","https://openalex.org/W2117104744","https://openalex.org/W2120391124","https://openalex.org/W2126059511","https://openalex.org/W2143481938","https://openalex.org/W2151554678","https://openalex.org/W2166488942","https://openalex.org/W2225976211","https://openalex.org/W2315906079","https://openalex.org/W2513137674","https://openalex.org/W2560416614","https://openalex.org/W2604664392","https://openalex.org/W2623562594","https://openalex.org/W2768348081","https://openalex.org/W2789262548","https://openalex.org/W2889201375","https://openalex.org/W2891625068","https://openalex.org/W2955858817","https://openalex.org/W2962862931","https://openalex.org/W2972175198","https://openalex.org/W2973710071","https://openalex.org/W2980014655","https://openalex.org/W2981731882","https://openalex.org/W3004099475","https://openalex.org/W3011104345","https://openalex.org/W3015900272","https://openalex.org/W3102380346","https://openalex.org/W3108122547","https://openalex.org/W3113861581","https://openalex.org/W3154188595","https://openalex.org/W3154973734","https://openalex.org/W3158850270","https://openalex.org/W3161328185","https://openalex.org/W3166536399","https://openalex.org/W3169645058","https://openalex.org/W3172104502","https://openalex.org/W3177272898","https://openalex.org/W3196247333","https://openalex.org/W3196922987","https://openalex.org/W3200488575","https://openalex.org/W3206495680","https://openalex.org/W3206829804","https://openalex.org/W3211481511","https://openalex.org/W4206715406","https://openalex.org/W4206918024","https://openalex.org/W4210316809","https://openalex.org/W4210516638","https://openalex.org/W4211009829","https://openalex.org/W4223923442","https://openalex.org/W4224258320","https://openalex.org/W4281679379","https://openalex.org/W4283800300","https://openalex.org/W4285191770","https://openalex.org/W4285390093","https://openalex.org/W4289518320","https://openalex.org/W4293490429","https://openalex.org/W4296107404","https://openalex.org/W4296569549","https://openalex.org/W4304141185","https://openalex.org/W4308393926","https://openalex.org/W4313224435","https://openalex.org/W4313448291","https://openalex.org/W4313574600","https://openalex.org/W4318483140","https://openalex.org/W4319862128","https://openalex.org/W4323644141","https://openalex.org/W4360604571","https://openalex.org/W4362453273","https://openalex.org/W4365509051","https://openalex.org/W4376106121","https://openalex.org/W4377139138","https://openalex.org/W4377983245","https://openalex.org/W4382725846","https://openalex.org/W4383031968","https://openalex.org/W4383311341","https://openalex.org/W4385201306","https://openalex.org/W4386031640","https://openalex.org/W4386140139","https://openalex.org/W4386420608","https://openalex.org/W4387157425","https://openalex.org/W4389379690","https://openalex.org/W4392371792","https://openalex.org/W4392663553","https://openalex.org/W4393008210","https://openalex.org/W4393309302","https://openalex.org/W6677732584","https://openalex.org/W6737947904","https://openalex.org/W6745609711","https://openalex.org/W6802329330","https://openalex.org/W6848939629","https://openalex.org/W6854465650","https://openalex.org/W6862575986","https://openalex.org/W6862616395"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W4402327032","https://openalex.org/W2382290278"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":16},{"year":2024,"cited_by_count":1}],"updated_date":"2026-03-14T08:43:22.919905","created_date":"2025-10-10T00:00:00"}