{"id":"https://openalex.org/W4388405938","doi":"https://doi.org/10.1109/kse59128.2023.10299427","title":"FOREcaST: Improving Extreme Weather Forecasts with Deep Neural Decision Forest for Climate Change Adaptation","display_name":"FOREcaST: Improving Extreme Weather Forecasts with Deep Neural Decision Forest for Climate Change Adaptation","publication_year":2023,"publication_date":"2023-10-18","ids":{"openalex":"https://openalex.org/W4388405938","doi":"https://doi.org/10.1109/kse59128.2023.10299427"},"language":"en","primary_location":{"id":"doi:10.1109/kse59128.2023.10299427","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/kse59128.2023.10299427","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 15th International Conference on Knowledge and Systems Engineering (KSE)","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":"https://openalex.org/A5104164862","display_name":"Khanh-Vinh Nguyen","orcid":null},"institutions":[{"id":"https://openalex.org/I67868205","display_name":"VNU University of Science","ror":"https://ror.org/05w54hk79","country_code":"VN","type":"education","lineage":["https://openalex.org/I177233841","https://openalex.org/I67868205"]}],"countries":["VN"],"is_corresponding":true,"raw_author_name":"Khanh-Vinh Nguyen","raw_affiliation_strings":["VNU University of Engineering and Technology,Faculty of Information Technology,Hanoi,Vietnam","Faculty of Information Technology, VNU University of Engineering and Technology, Hanoi, Vietnam"],"affiliations":[{"raw_affiliation_string":"VNU University of Engineering and Technology,Faculty of Information Technology,Hanoi,Vietnam","institution_ids":["https://openalex.org/I67868205"]},{"raw_affiliation_string":"Faculty of Information Technology, VNU University of Engineering and Technology, Hanoi, Vietnam","institution_ids":["https://openalex.org/I67868205"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078854617","display_name":"Quoc-An Nguyen","orcid":"https://orcid.org/0000-0002-0605-5841"},"institutions":[{"id":"https://openalex.org/I67868205","display_name":"VNU University of Science","ror":"https://ror.org/05w54hk79","country_code":"VN","type":"education","lineage":["https://openalex.org/I177233841","https://openalex.org/I67868205"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Quoc-An Nguyen","raw_affiliation_strings":["VNU University of Engineering and Technology,Faculty of Information Technology,Hanoi,Vietnam","Faculty of Information Technology, VNU University of Engineering and Technology, Hanoi, Vietnam"],"affiliations":[{"raw_affiliation_string":"VNU University of Engineering and Technology,Faculty of Information Technology,Hanoi,Vietnam","institution_ids":["https://openalex.org/I67868205"]},{"raw_affiliation_string":"Faculty of Information Technology, VNU University of Engineering and Technology, Hanoi, Vietnam","institution_ids":["https://openalex.org/I67868205"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057642796","display_name":"Hoang-Quynh Le","orcid":"https://orcid.org/0000-0002-1778-0600"},"institutions":[{"id":"https://openalex.org/I67868205","display_name":"VNU University of Science","ror":"https://ror.org/05w54hk79","country_code":"VN","type":"education","lineage":["https://openalex.org/I177233841","https://openalex.org/I67868205"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Hoang-Quynh Le","raw_affiliation_strings":["VNU University of Engineering and Technology,Faculty of Information Technology,Hanoi,Vietnam","Faculty of Information Technology, VNU University of Engineering and Technology, Hanoi, Vietnam"],"affiliations":[{"raw_affiliation_string":"VNU University of Engineering and Technology,Faculty of Information Technology,Hanoi,Vietnam","institution_ids":["https://openalex.org/I67868205"]},{"raw_affiliation_string":"Faculty of Information Technology, VNU University of Engineering and Technology, Hanoi, Vietnam","institution_ids":["https://openalex.org/I67868205"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086574827","display_name":"Duy-Cat Can","orcid":"https://orcid.org/0000-0002-6861-2893"},"institutions":[{"id":"https://openalex.org/I67868205","display_name":"VNU University of Science","ror":"https://ror.org/05w54hk79","country_code":"VN","type":"education","lineage":["https://openalex.org/I177233841","https://openalex.org/I67868205"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Duy-Cat Can","raw_affiliation_strings":["VNU University of Engineering and Technology,Faculty of Information Technology,Hanoi,Vietnam","Faculty of Information Technology, VNU University of Engineering and Technology, Hanoi, Vietnam"],"affiliations":[{"raw_affiliation_string":"VNU University of Engineering and Technology,Faculty of Information Technology,Hanoi,Vietnam","institution_ids":["https://openalex.org/I67868205"]},{"raw_affiliation_string":"Faculty of Information Technology, VNU University of Engineering and Technology, Hanoi, Vietnam","institution_ids":["https://openalex.org/I67868205"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5104164862"],"corresponding_institution_ids":["https://openalex.org/I67868205"],"apc_list":null,"apc_paid":null,"fwci":0.8524,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.71623403,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10466","display_name":"Meteorological Phenomena and Simulations","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10466","display_name":"Meteorological Phenomena and Simulations","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11490","display_name":"Hydrological Forecasting Using AI","score":0.9986000061035156,"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"}},{"id":"https://openalex.org/T10930","display_name":"Flood Risk Assessment and Management","score":0.9959999918937683,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/extreme-weather","display_name":"Extreme weather","score":0.8130632042884827},{"id":"https://openalex.org/keywords/climate-change","display_name":"Climate change","score":0.6647107601165771},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6094942092895508},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.5918879508972168},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.49712303280830383},{"id":"https://openalex.org/keywords/weather-forecasting","display_name":"Weather forecasting","score":0.43410423398017883},{"id":"https://openalex.org/keywords/ecological-forecasting","display_name":"Ecological forecasting","score":0.41585254669189453},{"id":"https://openalex.org/keywords/global-warming","display_name":"Global warming","score":0.3237159550189972},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.31673115491867065},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.22101306915283203},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.15497887134552002},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.06392237544059753}],"concepts":[{"id":"https://openalex.org/C205537798","wikidata":"https://www.wikidata.org/wiki/Q1277161","display_name":"Extreme weather","level":3,"score":0.8130632042884827},{"id":"https://openalex.org/C132651083","wikidata":"https://www.wikidata.org/wiki/Q7942","display_name":"Climate change","level":2,"score":0.6647107601165771},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6094942092895508},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.5918879508972168},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.49712303280830383},{"id":"https://openalex.org/C21001229","wikidata":"https://www.wikidata.org/wiki/Q182868","display_name":"Weather forecasting","level":2,"score":0.43410423398017883},{"id":"https://openalex.org/C96240277","wikidata":"https://www.wikidata.org/wiki/Q5333237","display_name":"Ecological forecasting","level":4,"score":0.41585254669189453},{"id":"https://openalex.org/C115343472","wikidata":"https://www.wikidata.org/wiki/Q7942","display_name":"Global warming","level":3,"score":0.3237159550189972},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.31673115491867065},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.22101306915283203},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.15497887134552002},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.06392237544059753},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/kse59128.2023.10299427","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/kse59128.2023.10299427","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 15th International Conference on Knowledge and Systems Engineering (KSE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8299999833106995,"id":"https://metadata.un.org/sdg/13","display_name":"Climate action"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W2102148524","https://openalex.org/W2220384803","https://openalex.org/W2899663614","https://openalex.org/W2936479764","https://openalex.org/W2964022491","https://openalex.org/W2990116277","https://openalex.org/W3022643593","https://openalex.org/W3049184217","https://openalex.org/W3131987775","https://openalex.org/W3132782787","https://openalex.org/W3136850965","https://openalex.org/W3174383901","https://openalex.org/W3186072751","https://openalex.org/W4310576926","https://openalex.org/W4385728838","https://openalex.org/W6750729320","https://openalex.org/W6755977528"],"related_works":["https://openalex.org/W4387456455","https://openalex.org/W4390006997","https://openalex.org/W51194520","https://openalex.org/W3173320625","https://openalex.org/W1967952450","https://openalex.org/W3039471324","https://openalex.org/W168413351","https://openalex.org/W4206628045","https://openalex.org/W3177163088","https://openalex.org/W3166475604"],"abstract_inverted_index":{"Climate":[0],"change":[1,140],"poses":[2],"significant":[3],"challenges":[4],"for":[5,26,45,79,85,110],"society,":[6],"particularly":[7],"in":[8],"mitigating":[9],"the":[10,52,63,74,80,99,107,122],"impacts":[11],"of":[12,20,54,66,98,124],"extreme":[13,21,47,67,112],"weather":[14,22,48,68,103,113],"events.":[15,69,114],"Accurate":[16],"and":[17,34,58,83,87,105,137],"timely":[18],"forecasts":[19],"phenomena":[23],"are":[24],"crucial":[25],"effective":[27],"adaptation":[28,141],"strategies":[29],"to":[30,61,133],"cope":[31],"with":[32],"disasters":[33],"minimize":[35],"serious":[36],"consequences.":[37],"This":[38],"paper":[39],"presents":[40],"a":[41,95],"hybrid":[42],"approach,":[43],"FOREcaST,":[44],"enhanced":[46],"forecasting,":[49],"which":[50],"leverages":[51],"power":[53],"deep":[55],"neural":[56],"networks":[57],"decision":[59],"forests":[60],"improve":[62,138],"prediction":[64,108],"accuracy":[65],"Specifically,":[70],"we":[71],"proposed":[72,92],"using":[73],"Deep":[75],"Neural":[76],"Decision":[77],"Forest":[78],"regression":[81],"problem":[82],"approaches":[84],"customizing":[86],"ensembling":[88],"DNDF":[89],"Regression.":[90],"The":[91,115],"framework":[93],"enables":[94],"better":[96],"understanding":[97],"complex":[100],"relationships":[101],"within":[102],"data":[104],"enhances":[106],"capabilities":[109],"various":[111],"experiments":[116],"conducted":[117],"on":[118],"real-world":[119],"datasets":[120],"demonstrate":[121],"performance":[123],"FOREcaST":[125],"over":[126],"existing":[127],"forecasting":[128],"methods,":[129],"highlighting":[130],"its":[131],"potential":[132],"support":[134],"decision-making":[135],"processes":[136],"climate":[139],"strategies.":[142]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2}],"updated_date":"2026-03-25T13:04:00.132906","created_date":"2025-10-10T00:00:00"}