{"id":"https://openalex.org/W4400490038","doi":"https://doi.org/10.1109/cscwd61410.2024.10580322","title":"RFR-ABROF: A Multi-Strategy Collaborative Classification Prediction Model Based on Rotation Forest for PM2.5","display_name":"RFR-ABROF: A Multi-Strategy Collaborative Classification Prediction Model Based on Rotation Forest for PM2.5","publication_year":2024,"publication_date":"2024-05-08","ids":{"openalex":"https://openalex.org/W4400490038","doi":"https://doi.org/10.1109/cscwd61410.2024.10580322"},"language":"en","primary_location":{"id":"doi:10.1109/cscwd61410.2024.10580322","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/cscwd61410.2024.10580322","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 27th International Conference on Computer Supported Cooperative Work in Design (CSCWD)","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/A5015343555","display_name":"Xiaoyong Tang","orcid":"https://orcid.org/0000-0002-6661-5900"},"institutions":[{"id":"https://openalex.org/I56934997","display_name":"Changsha University of Science and Technology","ror":"https://ror.org/03yph8055","country_code":"CN","type":"education","lineage":["https://openalex.org/I56934997"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiaoyong Tang","raw_affiliation_strings":["Changsha University of Science and Technology,College of Computer and Communication Engineer,Changsha,China"],"affiliations":[{"raw_affiliation_string":"Changsha University of Science and Technology,College of Computer and Communication Engineer,Changsha,China","institution_ids":["https://openalex.org/I56934997"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034265755","display_name":"Xiangyu Yang","orcid":"https://orcid.org/0000-0002-4639-2754"},"institutions":[{"id":"https://openalex.org/I56934997","display_name":"Changsha University of Science and Technology","ror":"https://ror.org/03yph8055","country_code":"CN","type":"education","lineage":["https://openalex.org/I56934997"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiangyu Yang","raw_affiliation_strings":["Changsha University of Science and Technology,College of Computer and Communication Engineer,Changsha,China"],"affiliations":[{"raw_affiliation_string":"Changsha University of Science and Technology,College of Computer and Communication Engineer,Changsha,China","institution_ids":["https://openalex.org/I56934997"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027877442","display_name":"Wenzheng Liu","orcid":"https://orcid.org/0000-0003-0094-301X"},"institutions":[{"id":"https://openalex.org/I56934997","display_name":"Changsha University of Science and Technology","ror":"https://ror.org/03yph8055","country_code":"CN","type":"education","lineage":["https://openalex.org/I56934997"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenzheng Liu","raw_affiliation_strings":["Changsha University of Science and Technology,College of Computer and Communication Engineer,Changsha,China"],"affiliations":[{"raw_affiliation_string":"Changsha University of Science and Technology,College of Computer and Communication Engineer,Changsha,China","institution_ids":["https://openalex.org/I56934997"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069076046","display_name":"Tan Deng","orcid":"https://orcid.org/0000-0003-4945-9974"},"institutions":[{"id":"https://openalex.org/I56934997","display_name":"Changsha University of Science and Technology","ror":"https://ror.org/03yph8055","country_code":"CN","type":"education","lineage":["https://openalex.org/I56934997"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tan Deng","raw_affiliation_strings":["Changsha University of Science and Technology,College of Computer and Communication Engineer,Changsha,China"],"affiliations":[{"raw_affiliation_string":"Changsha University of Science and Technology,College of Computer and Communication Engineer,Changsha,China","institution_ids":["https://openalex.org/I56934997"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021152658","display_name":"Ronghui Cao","orcid":"https://orcid.org/0000-0001-5026-0001"},"institutions":[{"id":"https://openalex.org/I56934997","display_name":"Changsha University of Science and Technology","ror":"https://ror.org/03yph8055","country_code":"CN","type":"education","lineage":["https://openalex.org/I56934997"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"RongHui Cao","raw_affiliation_strings":["Changsha University of Science and Technology,College of Computer and Communication Engineer,Changsha,China"],"affiliations":[{"raw_affiliation_string":"Changsha University of Science and Technology,College of Computer and Communication Engineer,Changsha,China","institution_ids":["https://openalex.org/I56934997"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111253248","display_name":"Zeyuan Tu","orcid":null},"institutions":[{"id":"https://openalex.org/I56934997","display_name":"Changsha University of Science and Technology","ror":"https://ror.org/03yph8055","country_code":"CN","type":"education","lineage":["https://openalex.org/I56934997"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zeyuan Tu","raw_affiliation_strings":["Changsha University of Science and Technology,College of Computer and Communication Engineer,Changsha,China"],"affiliations":[{"raw_affiliation_string":"Changsha University of Science and Technology,College of Computer and Communication Engineer,Changsha,China","institution_ids":["https://openalex.org/I56934997"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101395826","display_name":"XingJiang Hu","orcid":null},"institutions":[{"id":"https://openalex.org/I119273862","display_name":"Central South University of Forestry and Technology","ror":"https://ror.org/02czw2k81","country_code":"CN","type":"education","lineage":["https://openalex.org/I119273862"]},{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"XingJiang Hu","raw_affiliation_strings":["Central South University of Forestry and Technology,College of Environmental Science and Engineering,Changsha,China"],"affiliations":[{"raw_affiliation_string":"Central South University of Forestry and Technology,College of Environmental Science and Engineering,Changsha,China","institution_ids":["https://openalex.org/I119273862","https://openalex.org/I139660479"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5015343555"],"corresponding_institution_ids":["https://openalex.org/I56934997"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.07390238,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"2209","last_page":"2214"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12120","display_name":"Air Quality Monitoring and Forecasting","score":0.9994000196456909,"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"}},"topics":[{"id":"https://openalex.org/T12120","display_name":"Air Quality Monitoring and Forecasting","score":0.9994000196456909,"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":0.5748868584632874},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.4861831068992615},{"id":"https://openalex.org/keywords/rotation","display_name":"Rotation (mathematics)","score":0.4638412594795227},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4242449700832367},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.32132232189178467}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5748868584632874},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.4861831068992615},{"id":"https://openalex.org/C74050887","wikidata":"https://www.wikidata.org/wiki/Q848368","display_name":"Rotation (mathematics)","level":2,"score":0.4638412594795227},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4242449700832367},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.32132232189178467}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cscwd61410.2024.10580322","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/cscwd61410.2024.10580322","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 27th International Conference on Computer Supported Cooperative Work in Design (CSCWD)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","score":0.5,"display_name":"Climate action"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W2038734659","https://openalex.org/W2041258712","https://openalex.org/W2104933073","https://openalex.org/W2150757437","https://openalex.org/W2744100271","https://openalex.org/W2945640320","https://openalex.org/W3017498551","https://openalex.org/W3036367679","https://openalex.org/W3093993207","https://openalex.org/W4200236431","https://openalex.org/W4223471314","https://openalex.org/W4229459937","https://openalex.org/W4293105250","https://openalex.org/W4297497027","https://openalex.org/W4312567288","https://openalex.org/W4362681494","https://openalex.org/W4383264703"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W4394984040","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4364306694","https://openalex.org/W4312192474"],"abstract_inverted_index":{"Predicting":[0],"dust":[1],"pollution":[2],"is":[3,79,90],"necessary":[4],"to":[5,92],"achieve":[6],"good":[7],"air":[8,31,44,96,133],"quality":[9,45,97,134],"and":[10,48,68,124,143],"patient":[11],"recovery.":[12],"In":[13],"the":[14,28,52,94,102,105,116,132,144,147,151,153],"era":[15],"of":[16,30,54,104,119,137,149],"big":[17],"data,":[18,150],"there":[19],"are":[20],"already":[21],"many":[22],"machine":[23],"learning":[24],"algorithms":[25],"for":[26],"predicting":[27],"concentration":[29],"pollutant":[32],"PM2.5.":[33],"However,":[34],"these":[35],"model":[36,106,114,154],"methods":[37],"perform":[38],"poorly":[39],"when":[40],"dealing":[41],"with":[42,72],"massive":[43],"data":[46,55,98,135],"sets":[47],"do":[49],"not":[50],"solve":[51],"impact":[53],"distribution":[56],"imbalance.":[57],"Therefore,":[58],"a":[59],"multi-strategy":[60],"collaborative":[61],"feature":[62,70],"selection":[63],"method":[64],"combining":[65],"random":[66],"forests":[67],"recursive":[69],"elimination":[71],"adaptive":[73,85],"boosting":[74],"rotation":[75],"forest":[76],"(RFR-ABROF)":[77],"algorithm":[78],"proposed.":[80],"On":[81],"this":[82],"basis,":[83],"multiclass":[84],"synthetic":[86],"sampling":[87],"(Multi-ADASYN)":[88],"strategy":[89],"introduced":[91],"balance":[93],"imbalanced":[95],"set.":[99],"We":[100],"verified":[101],"effectiveness":[103],"through":[107],"comparative":[108],"experiments,":[109],"which":[110],"show":[111],"our":[112],"proposed":[113],"has":[115],"higher":[117],"values":[118],"accuracy,":[120],"precision,":[121],"recall,":[122],"f1-score,":[123],"ROC":[125],"curve":[126],"area":[127],"under":[128],"evaluation":[129],"indicators":[130],"in":[131,140],"set":[136],"four":[138],"locations":[139],"most":[141],"cases,":[142],"more":[145],"considerable":[146],"amount":[148],"better":[152],"prediction":[155],"performance.":[156]},"counts_by_year":[],"updated_date":"2025-12-26T23:08:49.675405","created_date":"2025-10-10T00:00:00"}
