{"id":"https://openalex.org/W3115365923","doi":"https://doi.org/10.1109/access.2020.3047790","title":"A Novel Linear Classifier for Class Imbalance Data Arising in Failure-Prone Air Pressure Systems","display_name":"A Novel Linear Classifier for Class Imbalance Data Arising in Failure-Prone Air Pressure Systems","publication_year":2020,"publication_date":"2020-12-28","ids":{"openalex":"https://openalex.org/W3115365923","doi":"https://doi.org/10.1109/access.2020.3047790","mag":"3115365923"},"language":"en","primary_location":{"id":"doi:10.1109/access.2020.3047790","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3047790","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09309305.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/ielx7/6287639/9312710/09309305.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5022451865","display_name":"Mujahid N. Syed","orcid":"https://orcid.org/0000-0002-3862-2935"},"institutions":[{"id":"https://openalex.org/I134085113","display_name":"King Fahd University of Petroleum and Minerals","ror":"https://ror.org/03yez3163","country_code":"SA","type":"education","lineage":["https://openalex.org/I134085113"]}],"countries":["SA"],"is_corresponding":true,"raw_author_name":"Mujahid N. Syed","raw_affiliation_strings":["King Fahad University of Petroleum and Minerals, Dhahran, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0002-3862-2935","affiliations":[{"raw_affiliation_string":"King Fahad University of Petroleum and Minerals, Dhahran, Saudi Arabia","institution_ids":["https://openalex.org/I134085113"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084403081","display_name":"Md. Rafiul Hassan","orcid":"https://orcid.org/0000-0001-6381-3816"},"institutions":[{"id":"https://openalex.org/I160136153","display_name":"University of Maine at Presque Isle","ror":"https://ror.org/00nk17n43","country_code":"US","type":"education","lineage":["https://openalex.org/I160136153","https://openalex.org/I2802397601"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Md. Rafiul Hassan","raw_affiliation_strings":["College of Arts and Sciences, University of Maine at Presque Isle, Presque Isle, ME, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Arts and Sciences, University of Maine at Presque Isle, Presque Isle, ME, USA","institution_ids":["https://openalex.org/I160136153"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070341092","display_name":"Irfan Ahmad","orcid":"https://orcid.org/0000-0001-8311-1731"},"institutions":[{"id":"https://openalex.org/I134085113","display_name":"King Fahd University of Petroleum and Minerals","ror":"https://ror.org/03yez3163","country_code":"SA","type":"education","lineage":["https://openalex.org/I134085113"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Irfan Ahmad","raw_affiliation_strings":["King Fahad University of Petroleum and Minerals, Dhahran, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0001-8311-1731","affiliations":[{"raw_affiliation_string":"King Fahad University of Petroleum and Minerals, Dhahran, Saudi Arabia","institution_ids":["https://openalex.org/I134085113"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085933596","display_name":"Mohammad Mehedi Hassan","orcid":"https://orcid.org/0000-0002-3479-3606"},"institutions":[{"id":"https://openalex.org/I28022161","display_name":"King Saud University","ror":"https://ror.org/02f81g417","country_code":"SA","type":"education","lineage":["https://openalex.org/I28022161"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Mohammad Mehedi Hassan","raw_affiliation_strings":["College of Computer and Information Sciences, King Saud University, Riyadh, Saudi Arabia","Research Chair of Pervasive and Mobile Computing, King Saud University, Riyadh, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0002-3479-3606","affiliations":[{"raw_affiliation_string":"College of Computer and Information Sciences, King Saud University, Riyadh, Saudi Arabia","institution_ids":["https://openalex.org/I28022161"]},{"raw_affiliation_string":"Research Chair of Pervasive and Mobile Computing, King Saud University, Riyadh, Saudi Arabia","institution_ids":["https://openalex.org/I28022161"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045093520","display_name":"Victor Hugo C. de Albuquerque","orcid":"https://orcid.org/0000-0003-3886-4309"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Victor Hugo C. De Albuquerque","raw_affiliation_strings":["ARMTEC Tecnologia em Rob\u00f3tica, Fortaleza, Brazil","LAPISCO, Federal Institute of Education, Science and Technology of Cear\u00e1, Fortaleza, Brazil"],"raw_orcid":"https://orcid.org/0000-0003-3886-4309","affiliations":[{"raw_affiliation_string":"ARMTEC Tecnologia em Rob\u00f3tica, Fortaleza, Brazil","institution_ids":[]},{"raw_affiliation_string":"LAPISCO, Federal Institute of Education, Science and Technology of Cear\u00e1, Fortaleza, Brazil","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5022451865"],"corresponding_institution_ids":["https://openalex.org/I134085113"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":1.1413,"has_fulltext":true,"cited_by_count":16,"citation_normalized_percentile":{"value":0.82779204,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"9","issue":null,"first_page":"4211","last_page":"4222"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11357","display_name":"Risk and Safety Analysis","score":0.955299973487854,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11357","display_name":"Risk and Safety Analysis","score":0.955299973487854,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9474999904632568,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11606","display_name":"Infrastructure Maintenance and Monitoring","score":0.9438999891281128,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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/computer-science","display_name":"Computer science","score":0.733257532119751},{"id":"https://openalex.org/keywords/decision-boundary","display_name":"Decision boundary","score":0.6175943613052368},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5278627276420593},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.4835922122001648},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4753812849521637},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4710550010204315},{"id":"https://openalex.org/keywords/linear-classifier","display_name":"Linear classifier","score":0.4328252673149109},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3736957013607025}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.733257532119751},{"id":"https://openalex.org/C42023084","wikidata":"https://www.wikidata.org/wiki/Q5249231","display_name":"Decision boundary","level":3,"score":0.6175943613052368},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5278627276420593},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.4835922122001648},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4753812849521637},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4710550010204315},{"id":"https://openalex.org/C139532973","wikidata":"https://www.wikidata.org/wiki/Q2679259","display_name":"Linear classifier","level":3,"score":0.4328252673149109},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3736957013607025}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2020.3047790","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3047790","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09309305.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:692903f373bc45f1a6a2564c0b6d4a7f","is_oa":true,"landing_page_url":"https://doaj.org/article/692903f373bc45f1a6a2564c0b6d4a7f","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 4211-4222 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2020.3047790","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3047790","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09309305.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":[],"funders":[{"id":"https://openalex.org/F4320321145","display_name":"King Saud University","ror":"https://ror.org/02f81g417"},{"id":"https://openalex.org/F4320335726","display_name":"Deanship of Scientific Research, King Saud University","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3115365923.pdf","grobid_xml":"https://content.openalex.org/works/W3115365923.grobid-xml"},"referenced_works_count":26,"referenced_works":["https://openalex.org/W769353746","https://openalex.org/W1968331929","https://openalex.org/W1987769400","https://openalex.org/W1996932677","https://openalex.org/W2099550922","https://openalex.org/W2132791018","https://openalex.org/W2148143831","https://openalex.org/W2180564888","https://openalex.org/W2340877487","https://openalex.org/W2522433306","https://openalex.org/W2523180702","https://openalex.org/W2531607313","https://openalex.org/W2588003421","https://openalex.org/W2766742395","https://openalex.org/W2779598397","https://openalex.org/W2787680366","https://openalex.org/W2900103068","https://openalex.org/W2921469220","https://openalex.org/W2928048063","https://openalex.org/W2952121395","https://openalex.org/W2963240573","https://openalex.org/W2970918241","https://openalex.org/W2981754665","https://openalex.org/W4285719527","https://openalex.org/W6684560594","https://openalex.org/W6930950269"],"related_works":["https://openalex.org/W2924161931","https://openalex.org/W2981213860","https://openalex.org/W2019469476","https://openalex.org/W3112445271","https://openalex.org/W103332046","https://openalex.org/W598997827","https://openalex.org/W2368894008","https://openalex.org/W4307307693","https://openalex.org/W2134510694","https://openalex.org/W2580636385"],"abstract_inverted_index":{"An":[0],"Air":[1],"Pressure":[2],"System":[3],"(APS)":[4],"is":[5,32,66,97,100],"one":[6],"of":[7,11,26,56,69,134,139],"the":[8,57,67,106,120,140],"crucial":[9],"components":[10],"an":[12,131],"automobile.":[13],"Its":[14],"failure":[15,31,53,64,95],"leads":[16],"to":[17,24,49,80,102],"financial":[18],"loses,":[19],"and":[20],"it":[21],"may":[22,76],"lead":[23],"loss":[25],"lives.":[27],"Thus":[28],"predicting":[29],"such":[30,83],"a":[33,38,88,112],"critical":[34],"problem":[35],"that":[36],"requires":[37],"rigorous":[39],"solution.":[40],"Recently,":[41],"many":[42],"researchers":[43],"have":[44],"presented":[45],"machine":[46,90],"learning":[47,91],"techniques":[48],"deal":[50,104],"with":[51,62,105,146],"APS":[52,63,94,135],"detection.":[54],"One":[55],"major":[58],"challenges":[59],"in":[60],"dealing":[61],"data":[65],"presence":[68],"high":[70],"class":[71,107],"imbalance.":[72,108],"Conventional":[73],"classification":[74],"criteria":[75],"not":[77],"be":[78],"able":[79],"efficiently":[81],"handle":[82],"data.":[84],"In":[85],"this":[86],"paper,":[87],"new":[89],"method":[92,110,126,142],"for":[93],"detection":[96],"proposed.":[98],"It":[99],"designed":[101],"specifically":[103],"The":[109,124,137],"uses":[111],"linear":[113,148],"decision":[114],"boundary":[115],"by":[116],"maximizing":[117],"Area":[118],"Under":[119],"Curve":[121],"(maxAUC)":[122],"criterion.":[123],"proposed":[125,141],"was":[127],"experimentally":[128],"validated":[129],"on":[130],"industrial":[132],"dataset":[133],"failure.":[136],"results":[138],"are":[143],"thoroughly":[144],"compared":[145],"existing":[147],"as":[149,151],"well":[150],"non-linear":[152],"classifiers.":[153]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
