{"id":"https://openalex.org/W4406611060","doi":"https://doi.org/10.1109/smc54092.2024.10831038","title":"Data Importance Measurement Based on Sampling Region Information for Oversampling","display_name":"Data Importance Measurement Based on Sampling Region Information for Oversampling","publication_year":2024,"publication_date":"2024-10-06","ids":{"openalex":"https://openalex.org/W4406611060","doi":"https://doi.org/10.1109/smc54092.2024.10831038"},"language":"en","primary_location":{"id":"doi:10.1109/smc54092.2024.10831038","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smc54092.2024.10831038","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","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/A5065805743","display_name":"Xuanxuan Liu","orcid":"https://orcid.org/0000-0001-9937-726X"},"institutions":[{"id":"https://openalex.org/I108688024","display_name":"Qingdao University","ror":"https://ror.org/021cj6z65","country_code":"CN","type":"education","lineage":["https://openalex.org/I108688024"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuanxuan Liu","raw_affiliation_strings":["College of Computer Science &#x0026; Technology, Qingdao University,Qing-dao,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science &#x0026; Technology, Qingdao University,Qing-dao,China","institution_ids":["https://openalex.org/I108688024"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051127868","display_name":"Li Guo","orcid":"https://orcid.org/0000-0003-1771-5857"},"institutions":[{"id":"https://openalex.org/I108688024","display_name":"Qingdao University","ror":"https://ror.org/021cj6z65","country_code":"CN","type":"education","lineage":["https://openalex.org/I108688024"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Li Guo","raw_affiliation_strings":["College of Computer Science &#x0026; Technology, Qingdao University,Qing-dao,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science &#x0026; Technology, Qingdao University,Qing-dao,China","institution_ids":["https://openalex.org/I108688024"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100336427","display_name":"Long Chen","orcid":"https://orcid.org/0000-0003-0184-5446"},"institutions":[{"id":"https://openalex.org/I204512498","display_name":"University of Macau","ror":"https://ror.org/01r4q9n85","country_code":"MO","type":"education","lineage":["https://openalex.org/I204512498"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Long Chen","raw_affiliation_strings":["University of Macau,Faculty of Science and Technology,Macau,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Macau,Faculty of Science and Technology,Macau,China","institution_ids":["https://openalex.org/I204512498"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.22570834,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"2194","last_page":"2199"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14257","display_name":"Advanced Measurement and Detection Methods","score":0.7601000070571899,"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/T14257","display_name":"Advanced Measurement and Detection Methods","score":0.7601000070571899,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/oversampling","display_name":"Oversampling","score":0.947800874710083},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6412593722343445},{"id":"https://openalex.org/keywords/sampling","display_name":"Sampling (signal processing)","score":0.6000464558601379},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.34068095684051514},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.11507236957550049},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.08883091807365417},{"id":"https://openalex.org/keywords/bandwidth","display_name":"Bandwidth (computing)","score":0.0884256660938263}],"concepts":[{"id":"https://openalex.org/C197323446","wikidata":"https://www.wikidata.org/wiki/Q331222","display_name":"Oversampling","level":3,"score":0.947800874710083},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6412593722343445},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.6000464558601379},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.34068095684051514},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.11507236957550049},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.08883091807365417},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.0884256660938263},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/smc54092.2024.10831038","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smc54092.2024.10831038","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W2087240369","https://openalex.org/W2104933073","https://openalex.org/W2132791018","https://openalex.org/W2148143831","https://openalex.org/W2319270064","https://openalex.org/W2766296277","https://openalex.org/W2785887777","https://openalex.org/W2972914098","https://openalex.org/W3015967287","https://openalex.org/W3135420375","https://openalex.org/W3155649056","https://openalex.org/W3206657138","https://openalex.org/W4293149806","https://openalex.org/W4296311910","https://openalex.org/W4311923858","https://openalex.org/W4386701124","https://openalex.org/W4387431581","https://openalex.org/W4390284838","https://openalex.org/W4400762160"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2766503024","https://openalex.org/W2781247653","https://openalex.org/W4206637278","https://openalex.org/W4386005305","https://openalex.org/W4386214543","https://openalex.org/W3082051559","https://openalex.org/W2152863486"],"abstract_inverted_index":{"Sampling":[0],"is":[1],"commonly":[2],"employed":[3],"to":[4],"tackle":[5],"the":[6,12,19,33,47,98,117,122,131,138],"classification":[7,118,123],"of":[8,30,49,125],"imbalanced":[9,126],"data,":[10],"with":[11],"Synthetic":[13],"Minority":[14],"Oversampling":[15],"Technique":[16],"(SMOTE)":[17],"being":[18],"most":[20],"widely":[21],"used":[22],"sampling":[23,78],"method.":[24],"In":[25],"recent":[26],"years,":[27],"multiple":[28],"variations":[29],"SMOTE,":[31],"including":[32],"clustering":[34],"&":[35],"SMOTE":[36],"based":[37,76],"oversampling":[38,104,145],"methods":[39,44],"are":[40],"proposed.":[41],"Nevertheless,":[42],"these":[43],"often":[45],"neglect":[46],"calculation":[48],"importance":[50,74],"measurement":[51,75,90],"for":[52],"minority":[53,83],"class":[54,84],"samples":[55,62,85],"while":[56],"generating":[57],"noise,":[58,113],"boundary,":[59],"or":[60],"overlapping":[61],"in":[63,82],"some":[64],"cases.":[65],"To":[66],"solve":[67],"such":[68],"problems,":[69],"we":[70,100],"propose":[71,102],"a":[72],"novel":[73],"on":[77,93,97],"region":[79],"information":[80],"(SRI)":[81],"by":[86],"using":[87],"clustering.":[88],"The":[89,108],"focuses":[91],"more":[92],"important":[94],"samples.":[95],"Based":[96],"measurement,":[99],"also":[101,115],"an":[103],"method":[105,109,141],"called":[106],"KRISMOTE.":[107],"not":[110],"only":[111],"reduces":[112],"but":[114],"clarifies":[116],"boundaries,":[119],"effectively":[120],"enhancing":[121],"performance":[124],"data.":[127],"Experimental":[128],"results":[129],"over":[130],"publicly":[132],"available":[133],"KEEL":[134],"dataset":[135],"demonstrate":[136],"that":[137],"proposed":[139],"KRISMOTE":[140],"outperforms":[142],"other":[143],"popular":[144],"algorithms.":[146]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
