{"id":"https://openalex.org/W3184787715","doi":"https://doi.org/10.1109/access.2021.3098808","title":"A Novel Auction-Based Optimization Algorithm and Its Application in Rough Set Feature Selection","display_name":"A Novel Auction-Based Optimization Algorithm and Its Application in Rough Set Feature Selection","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3184787715","doi":"https://doi.org/10.1109/access.2021.3098808","mag":"3184787715"},"language":"en","primary_location":{"id":"doi:10.1109/access.2021.3098808","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3098808","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09492077.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09492077.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5087432382","display_name":"Najmeh Sadat Jaddi","orcid":"https://orcid.org/0000-0002-3802-6164"},"institutions":[{"id":"https://openalex.org/I1516879","display_name":"Tarbiat Modares University","ror":"https://ror.org/03mwgfy56","country_code":"IR","type":"education","lineage":["https://openalex.org/I1516879"]},{"id":"https://openalex.org/I4210110345","display_name":"Tabaran Institute of Higher Education","ror":"https://ror.org/01qpg5w50","country_code":"IR","type":"education","lineage":["https://openalex.org/I4210110345"]}],"countries":["IR"],"is_corresponding":true,"raw_author_name":"Najmeh Sadat Jaddi","raw_affiliation_strings":["Faculty of Electrical and Computer Engineering, Tarbiat Modares University, Tehran, Iran","Department of Computer Engineering, Ooj Institute of Higher Education, Abyek, Qazvin"],"raw_orcid":"https://orcid.org/0000-0002-3802-6164","affiliations":[{"raw_affiliation_string":"Faculty of Electrical and Computer Engineering, Tarbiat Modares University, Tehran, Iran","institution_ids":["https://openalex.org/I1516879"]},{"raw_affiliation_string":"Department of Computer Engineering, Ooj Institute of Higher Education, Abyek, Qazvin","institution_ids":["https://openalex.org/I4210110345"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100702092","display_name":"Salwani Abdullah","orcid":"https://orcid.org/0000-0003-0037-841X"},"institutions":[{"id":"https://openalex.org/I4210114742","display_name":"National Institutes of Biotechnology Malaysia","ror":"https://ror.org/029dygd35","country_code":"MY","type":"government","lineage":["https://openalex.org/I134138859","https://openalex.org/I4210114742"]},{"id":"https://openalex.org/I885383172","display_name":"National University of Malaysia","ror":"https://ror.org/00bw8d226","country_code":"MY","type":"education","lineage":["https://openalex.org/I885383172"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Salwani Abdullah","raw_affiliation_strings":["Center for Artificial Intelligence Technology, Data Mining and Optimization Research Group (DMO), Faculty of Information Science and Technology, National University of Malaysia, Selangor, Bangi, Malaysia"],"raw_orcid":"https://orcid.org/0000-0003-0037-841X","affiliations":[{"raw_affiliation_string":"Center for Artificial Intelligence Technology, Data Mining and Optimization Research Group (DMO), Faculty of Information Science and Technology, National University of Malaysia, Selangor, Bangi, Malaysia","institution_ids":["https://openalex.org/I4210114742","https://openalex.org/I885383172"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5087432382"],"corresponding_institution_ids":["https://openalex.org/I1516879","https://openalex.org/I4210110345"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":1.0653,"has_fulltext":true,"cited_by_count":9,"citation_normalized_percentile":{"value":0.80711512,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"9","issue":null,"first_page":"106501","last_page":"106514"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9994000196456909,"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"}},"topics":[{"id":"https://openalex.org/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9994000196456909,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9721999764442444,"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/T12368","display_name":"Grey System Theory Applications","score":0.9559999704360962,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6916370987892151},{"id":"https://openalex.org/keywords/rough-set","display_name":"Rough set","score":0.6626176238059998},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.6310713291168213},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5171520113945007},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4719977378845215},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.46876972913742065},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4291384816169739},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4266257882118225},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4263957738876343},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.338714063167572}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6916370987892151},{"id":"https://openalex.org/C111012933","wikidata":"https://www.wikidata.org/wiki/Q3137210","display_name":"Rough set","level":2,"score":0.6626176238059998},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.6310713291168213},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5171520113945007},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4719977378845215},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.46876972913742065},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4291384816169739},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4266257882118225},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4263957738876343},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.338714063167572},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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":2,"locations":[{"id":"doi:10.1109/access.2021.3098808","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3098808","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09492077.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:b60977575e99417781f8f5c22f6bd43f","is_oa":true,"landing_page_url":"https://doaj.org/article/b60977575e99417781f8f5c22f6bd43f","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 9, Pp 106501-106514 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2021.3098808","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3098808","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09492077.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6071362519","display_name":null,"funder_award_id":"DIP-2016-024","funder_id":"https://openalex.org/F4320322699","funder_display_name":"Universiti Kebangsaan Malaysia"}],"funders":[{"id":"https://openalex.org/F4320322699","display_name":"Universiti Kebangsaan Malaysia","ror":"https://ror.org/00bw8d226"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3184787715.pdf","grobid_xml":"https://content.openalex.org/works/W3184787715.grobid-xml"},"referenced_works_count":76,"referenced_works":["https://openalex.org/W50209433","https://openalex.org/W126268375","https://openalex.org/W1497256448","https://openalex.org/W1659842140","https://openalex.org/W1844952058","https://openalex.org/W1869918953","https://openalex.org/W1879570979","https://openalex.org/W1955291487","https://openalex.org/W1976476030","https://openalex.org/W1976744965","https://openalex.org/W1982600514","https://openalex.org/W1983380373","https://openalex.org/W1985334587","https://openalex.org/W1993885071","https://openalex.org/W1997687853","https://openalex.org/W1999683729","https://openalex.org/W2002556869","https://openalex.org/W2003163915","https://openalex.org/W2006153942","https://openalex.org/W2021695314","https://openalex.org/W2029683017","https://openalex.org/W2030910540","https://openalex.org/W2033011996","https://openalex.org/W2034052012","https://openalex.org/W2040650998","https://openalex.org/W2042656126","https://openalex.org/W2043055564","https://openalex.org/W2056811412","https://openalex.org/W2059283642","https://openalex.org/W2064535384","https://openalex.org/W2072955302","https://openalex.org/W2081430599","https://openalex.org/W2081805635","https://openalex.org/W2082961839","https://openalex.org/W2084812512","https://openalex.org/W2090453155","https://openalex.org/W2092845575","https://openalex.org/W2096543174","https://openalex.org/W2116820976","https://openalex.org/W2128193809","https://openalex.org/W2131332502","https://openalex.org/W2140190241","https://openalex.org/W2151587330","https://openalex.org/W2152195021","https://openalex.org/W2279764372","https://openalex.org/W2293465217","https://openalex.org/W2416417888","https://openalex.org/W2523596640","https://openalex.org/W2543580944","https://openalex.org/W2582195270","https://openalex.org/W2612473079","https://openalex.org/W2753434909","https://openalex.org/W2765100072","https://openalex.org/W2767768852","https://openalex.org/W2903590249","https://openalex.org/W2955244377","https://openalex.org/W2963103847","https://openalex.org/W2985845430","https://openalex.org/W2996901426","https://openalex.org/W3017100736","https://openalex.org/W3025548389","https://openalex.org/W3035833550","https://openalex.org/W3038102268","https://openalex.org/W3039617299","https://openalex.org/W3090396243","https://openalex.org/W3093650396","https://openalex.org/W3102135311","https://openalex.org/W3119051141","https://openalex.org/W3127419317","https://openalex.org/W3139484821","https://openalex.org/W4255833381","https://openalex.org/W6695273031","https://openalex.org/W6696967449","https://openalex.org/W6779959503","https://openalex.org/W6783884118","https://openalex.org/W7052794891"],"related_works":["https://openalex.org/W2392963705","https://openalex.org/W1985015628","https://openalex.org/W2369031945","https://openalex.org/W2204496524","https://openalex.org/W2388587252","https://openalex.org/W2354040054","https://openalex.org/W1970534408","https://openalex.org/W2350442377","https://openalex.org/W4386564352","https://openalex.org/W2952668426"],"abstract_inverted_index":{"The":[0,22,139,159,208,222,239,251],"selection":[1,44,234,241],"of":[2,8,20,24,40,120,128,155,161,164,180,201,254,260],"features":[3,28],"from":[4,29],"data,":[5],"as":[6],"one":[7,185],"the":[9,18,37,84,117,121,149,156,169,192,195,199,205,225,255,258,261],"most":[10],"important":[11],"tasks":[12],"in":[13,114],"data":[14,30],"mining,":[15],"strongly":[16],"affects":[17],"accuracy":[19,244],"classification.":[21],"removal":[23],"irrelevant":[25],"and":[26,51,78,103,106,111,132,143,151,198,242],"redundant":[27],"while":[31],"simultaneously":[32],"avoiding":[33],"information":[34],"loss":[35],"is":[36,45,63,130,135,141,146,166,174,182,188,215,228],"main":[38],"objective":[39],"feature":[41,233,240],"selection.":[42],"Feature":[43],"possible":[46],"using":[47],"rough":[48],"set":[49],"theory":[50],"meta-heuristic":[52],"algorithms.":[53],"In":[54,116],"this":[55,162],"paper,":[56],"a":[57,73,125,152,177],"novel":[58],"auction-based":[59],"optimization":[60,265],"algorithm":[61,71,82,209,223,262],"(ABOA)":[62],"proposed":[64],"to":[65,67,93,168,231,263],"contribute":[66],"generating":[68],"an":[69,133],"effective":[70],"with":[72,210,224,248],"good":[74],"trade-off":[75],"between":[76,137,148,190],"exploration":[77],"exploitation.":[79],"This":[80,172],"new":[81],"simulates":[83],"auction":[85,134,145,165,187,203],"sale":[86],"process,":[87],"where":[88],"bidders":[89,129],"offer":[90],"higher/lower":[91],"amounts":[92],"outbid":[94],"each":[95],"other.":[96],"Auctions":[97],"are":[98,246],"categorized":[99],"into":[100],"ascending":[101],"auctions":[102,105],"descending":[104],"thus":[107],"respectively":[108],"represent":[109],"maximization":[110],"minimization":[112],"problems":[113],"ABOA.":[115],"first":[118],"step":[119],"ABOA":[122],"after":[123],"initialization,":[124],"predefined":[126,153,178],"number":[127,154,179],"selected":[131,142],"performed":[136,147,189],"them.":[138],"winner":[140,150,160,170,196,200],"another":[144],"winner\u2019s":[157],"neighbors.":[158],"round":[163],"added":[167],"list.":[171],"process":[173],"iterated":[175],"until":[176],"winners":[181,193],"found.":[183],"Finally,":[184],"more":[186],"all":[191],"on":[194,217,235],"list":[197],"that":[202],"becomes":[204],"final":[206],"winner.":[207],"different":[211],"parameter":[212],"setting":[213],"scenarios":[214],"tested":[216],"25":[218],"benchmark":[219],"test":[220],"functions.":[221],"best":[226],"results":[227,245,256],"then":[229],"used":[230],"perform":[232],"18":[236],"UCI":[237],"datasets.":[238],"classification":[243],"compared":[247],"state-of-the-art":[249],"results.":[250],"statistical":[252],"analysis":[253],"proves":[257],"ability":[259],"solve":[264],"problems.":[266]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}