乐胖代购免代理版

{"id":"https://openalex.org/W4362465251","doi":"https://doi.org/10.3390/axioms12040345","title":"Rough-Fuzzy Based Synthetic Data Generation Exploring Boundary Region of Rough Sets to Handle Class Imbalance Problem","display_name":"Rough-Fuzzy Based Synthetic Data Generation Exploring Boundary Region of Rough Sets to Handle Class Imbalance Problem","publication_year":2023,"publication_date":"2023-03-31","ids":{"openalex":"https://openalex.org/W4362465251","doi":"https://doi.org/10.3390/axioms12040345"},"language":"en","primary_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.3390/axioms12040345","pdf_url":"https://www.mdpi.com/2075-1680/12/4/345/pdf?version=1680268111","source":{"id":"https://openalex.org/S4210173132","display_name":"Axioms","issn_l":"2075-1680","issn":["2075-1680"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true},"type":"article","type_crossref":"journal-article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2075-1680/12/4/345/pdf?version=1680268111","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5049914579","display_name":"Mehwish Naushin","orcid":null},"institutions":[{"id":"https://openalex.org/I98365261","display_name":"Indian Institute of Engineering Science and Technology, Shibpur","ror":"https://ror.org/02ytfzr55","country_code":"IN","type":"education","lineage":["https://openalex.org/I98365261"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Mehwish Naushin","raw_affiliation_strings":["Department of Computer Science and Technology, Indian Institute of Engineering Science and Technology, Howrah 711103, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Indian Institute of Engineering Science and Technology, Howrah 711103, India","institution_ids":["https://openalex.org/I98365261"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076985884","display_name":"Asit Kumar Das","orcid":"https://orcid.org/0000-0002-9886-1735"},"institutions":[{"id":"https://openalex.org/I98365261","display_name":"Indian Institute of Engineering Science and Technology, Shibpur","ror":"https://ror.org/02ytfzr55","country_code":"IN","type":"education","lineage":["https://openalex.org/I98365261"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Asit Kumar Das","raw_affiliation_strings":["Department of Computer Science and Technology, Indian Institute of Engineering Science and Technology, Howrah 711103, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Indian Institute of Engineering Science and Technology, Howrah 711103, India","institution_ids":["https://openalex.org/I98365261"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084502652","display_name":"Janmenjoy Nayak","orcid":"https://orcid.org/0000-0002-9746-6557"},"institutions":[{"id":"https://openalex.org/I58782413","display_name":"Maharaja Sriram Chandra Bhanja Deo University","ror":"https://ror.org/05rap1m08","country_code":"IN","type":"education","lineage":["https://openalex.org/I58782413"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Janmenjoy Nayak","raw_affiliation_strings":["P.G Department of Computer Science, Maharaja Sriram Chandra Bhanja Deo (MSCB) University, Baripada, Mayurbhanj 757003, India"],"affiliations":[{"raw_affiliation_string":"P.G Department of Computer Science, Maharaja Sriram Chandra Bhanja Deo (MSCB) University, Baripada, Mayurbhanj 757003, India","institution_ids":["https://openalex.org/I58782413"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031347642","display_name":"Danilo Pelusi","orcid":"https://orcid.org/0000-0003-0889-278X"},"institutions":[{"id":"https://openalex.org/I124326101","display_name":"University of Teramo","ror":"https://ror.org/01yetye73","country_code":"IT","type":"education","lineage":["https://openalex.org/I124326101"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Danilo Pelusi","raw_affiliation_strings":["CosteSant'agostino Campus, Department of Communication Sciences, University of Teramo, 64100 Teramo, Italy"],"affiliations":[{"raw_affiliation_string":"CosteSant'agostino Campus, Department of Communication Sciences, University of Teramo, 64100 Teramo, Italy","institution_ids":["https://openalex.org/I124326101"]}]}],"institution_assertions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5076985884","https://openalex.org/A5031347642"],"corresponding_institution_ids":["https://openalex.org/I98365261","https://openalex.org/I124326101"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515,"provenance":"doaj"},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1515,"provenance":"doaj"},"fwci":0.352,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.606989,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":68,"max":79},"biblio":{"volume":"12","issue":"4","first_page":"345","last_page":"345"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9994,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9994,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9958,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12707","display_name":"Vehicle License Plate Recognition","score":0.9462,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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":0.7828747}],"concepts":[{"id":"https://openalex.org/C136536468","wikidata":"https://www.wikidata.org/wiki/Q1225894","display_name":"Undersampling","level":2,"score":0.89919525},{"id":"https://openalex.org/C197323446","wikidata":"https://www.wikidata.org/wiki/Q331222","display_name":"Oversampling","level":3,"score":0.7828747},{"id":"https://openalex.org/C111012933","wikidata":"https://www.wikidata.org/wiki/Q3137210","display_name":"Rough set","level":2,"score":0.7566945},{"id":"https://openalex.org/C79337645","wikidata":"https://www.wikidata.org/wiki/Q779824","display_name":"Outlier","level":2,"score":0.65834475},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.6566585},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5538234},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5502626},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5441975},{"id":"https://openalex.org/C62354387","wikidata":"https://www.wikidata.org/wiki/Q875399","display_name":"Boundary (topology)","level":2,"score":0.52996045},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5047051},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.49188733},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4461318},{"id":"https://openalex.org/C39105242","wikidata":"https://www.wikidata.org/wiki/Q5290286","display_name":"Dominance-based rough set approach","level":3,"score":0.42027798},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.41974506},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4095282},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3858661},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3224839},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":true,"landing_page_url":"https://doi.org/10.3390/axioms12040345","pdf_url":"https://www.mdpi.com/2075-1680/12/4/345/pdf?version=1680268111","source":{"id":"https://openalex.org/S4210173132","display_name":"Axioms","issn_l":"2075-1680","issn":["2075-1680"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true}],"best_oa_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.3390/axioms12040345","pdf_url":"https://www.mdpi.com/2075-1680/12/4/345/pdf?version=1680268111","source":{"id":"https://openalex.org/S4210173132","display_name":"Axioms","issn_l":"2075-1680","issn":["2075-1680"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true},"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":[],"referenced_works_count":64,"referenced_works":["https://openalex.org/W1995806857","https://openalex.org/W2040181375","https://openalex.org/W2075954091","https://openalex.org/W2076272581","https://openalex.org/W2112119668","https://openalex.org/W2118978333","https://openalex.org/W2132870739","https://openalex.org/W2135107501","https://openalex.org/W2148143831","https://openalex.org/W2332134369","https://openalex.org/W2338318698","https://openalex.org/W2343603816","https://openalex.org/W2514173981","https://openalex.org/W2557831587","https://openalex.org/W2596043126","https://openalex.org/W2600503224","https://openalex.org/W2618978649","https://openalex.org/W2756408590","https://openalex.org/W2767030791","https://openalex.org/W2783908707","https://openalex.org/W2807234253","https://openalex.org/W2910351322","https://openalex.org/W2911008619","https://openalex.org/W2921833330","https://openalex.org/W2922656120","https://openalex.org/W2952307397","https://openalex.org/W2954085822","https://openalex.org/W2963613787","https://openalex.org/W2971749073","https://openalex.org/W2982853004","https://openalex.org/W3000057629","https://openalex.org/W3009923651","https://openalex.org/W3022206528","https://openalex.org/W3034750607","https://openalex.org/W3087356534","https://openalex.org/W3092351461","https://openalex.org/W3092707779","https://openalex.org/W3100280481","https://openalex.org/W3104879322","https://openalex.org/W3129693849","https://openalex.org/W3131630641","https://openalex.org/W3135420375","https://openalex.org/W3139112046","https://openalex.org/W3146750421","https://openalex.org/W3150672616","https://openalex.org/W3153720139","https://openalex.org/W3160685690","https://openalex.org/W3180041488","https://openalex.org/W3180181113","https://openalex.org/W3183935632","https://openalex.org/W3190520168","https://openalex.org/W4205666503","https://openalex.org/W4206301840","https://openalex.org/W4206500717","https://openalex.org/W4221074700","https://openalex.org/W4224323533","https://openalex.org/W4226442059","https://openalex.org/W4244630340","https://openalex.org/W4281555078","https://openalex.org/W4281785281","https://openalex.org/W4282548202","https://openalex.org/W4303628472","https://openalex.org/W4311165753","https://openalex.org/W4320019858"],"related_works":["https://openalex.org/W80466363","https://openalex.org/W4390415670","https://openalex.org/W4389233021","https://openalex.org/W4308469503","https://openalex.org/W4288337828","https://openalex.org/W4287816717","https://openalex.org/W32988189","https://openalex.org/W2947132063","https://openalex.org/W2904737874","https://openalex.org/W2399571531"],"abstract_inverted_index":{"Class":[0],"imbalance":[1],"is":[2],"a":[3,49,69],"prevalent":[4],"problem":[5,66],"that":[6,73,164],"not":[7],"only":[8],"reduces":[9],"the":[10,13,20,23,30,39,62,75,80,86,93,97,103,106,114,120,125,130,133,138,141,145,156,165],"performance":[11],"of":[12,22,27,92,119,132,140],"machine":[14],"learning":[15,65],"techniques":[16],"but":[17],"also":[18,112],"causes":[19],"lacking":[21],"inherent":[24],"complex":[25],"characteristics":[26],"data.":[28],"Though":[29],"researchers":[31],"have":[32,42],"proposed":[33,83,146],"various":[34],"ways":[35],"to":[36,44,47,61,128,154],"deal":[37],"with":[38],"problem,":[40],"they":[41],"yet":[43],"consider":[45],"how":[46],"select":[48],"proper":[50],"treatment,":[51],"especially":[52],"when":[53],"uncertainty":[54],"levels":[55],"are":[56],"high.":[57],"Applying":[58],"rough-fuzzy":[59,147],"theory":[60,100,127],"imbalanced":[63,157],"data":[64,77,172],"could":[67],"be":[68],"promising":[70],"research":[71],"direction":[72],"generates":[74],"synthetic":[76],"and":[78,89,101,116,136,152,170],"removes":[79,102],"outliers.":[81,110],"The":[82,160],"work":[84],"identifies":[85],"positive,":[87],"boundary,":[88],"negative":[90,107],"regions":[91,118],"target":[94],"set":[95,99,122],"using":[96],"rough":[98,121],"objects":[104],"in":[105],"region":[108],"as":[109],"It":[111],"explores":[113],"positive":[115],"boundary":[117],"by":[123],"applying":[124],"fuzzy":[126],"generate":[129],"samples":[131,139],"minority":[134],"class":[135,158],"remove":[137],"majority":[142],"class.":[143],"Thus":[144],"approach":[148],"performs":[149],"both":[150],"oversampling":[151],"undersampling":[153],"handle":[155],"problem.":[159],"experimental":[161],"results":[162],"demonstrate":[163],"novel":[166],"technique":[167],"allows":[168],"qualitative":[169],"quantitative":[171],"handling.":[173]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W4362465251","counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2024-12-12T08:44:52.151786","created_date":"2023-04-05"}