{"id":"https://openalex.org/W2601564332","doi":"https://doi.org/10.1109/tie.2017.2688963","title":"zSlices-Based General Type-2 Fuzzy Fusion of Support Vector Machines With Application to Bearing Fault Detection","display_name":"zSlices-Based General Type-2 Fuzzy Fusion of Support Vector Machines With Application to Bearing Fault Detection","publication_year":2017,"publication_date":"2017-03-31","ids":{"openalex":"https://openalex.org/W2601564332","doi":"https://doi.org/10.1109/tie.2017.2688963","mag":"2601564332"},"language":"en","primary_location":{"id":"doi:10.1109/tie.2017.2688963","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tie.2017.2688963","pdf_url":null,"source":{"id":"https://openalex.org/S58031724","display_name":"IEEE Transactions on Industrial Electronics","issn_l":"0278-0046","issn":["0278-0046","1557-9948"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Industrial Electronics","raw_type":"journal-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/A5082520914","display_name":"Hossein Hassani","orcid":"https://orcid.org/0000-0003-3979-9166"},"institutions":[{"id":"https://openalex.org/I204490172","display_name":"Shiraz University of Technology","ror":"https://ror.org/04bxa3v83","country_code":"IR","type":"education","lineage":["https://openalex.org/I204490172"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Hossein Hassani","raw_affiliation_strings":["Department of Control Engineering, School of Electrical and Electronics Engineering, Shiraz University of Technology, Shiraz, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Control Engineering, School of Electrical and Electronics Engineering, Shiraz University of Technology, Shiraz, Iran","institution_ids":["https://openalex.org/I204490172"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085290220","display_name":"Jafar Zarei","orcid":"https://orcid.org/0000-0002-0135-8173"},"institutions":[{"id":"https://openalex.org/I204490172","display_name":"Shiraz University of Technology","ror":"https://ror.org/04bxa3v83","country_code":"IR","type":"education","lineage":["https://openalex.org/I204490172"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Jafar Zarei","raw_affiliation_strings":["Department of Control Engineering, School of Electrical and Electronics Engineering, Shiraz University of Technology, Shiraz, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Control Engineering, School of Electrical and Electronics Engineering, Shiraz University of Technology, Shiraz, Iran","institution_ids":["https://openalex.org/I204490172"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052102472","display_name":"Mohammad Mehdi Arefi","orcid":"https://orcid.org/0000-0003-3986-8205"},"institutions":[{"id":"https://openalex.org/I166459259","display_name":"Shiraz University","ror":"https://ror.org/028qtbk54","country_code":"IR","type":"education","lineage":["https://openalex.org/I166459259"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Mohammad Mehdi Arefi","raw_affiliation_strings":["Department of Power and Control Engineering, School of Electrical and Computer Engineering, Shiraz University, Shiraz, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Power and Control Engineering, School of Electrical and Computer Engineering, Shiraz University, Shiraz, Iran","institution_ids":["https://openalex.org/I166459259"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019749887","display_name":"Roozbeh Razavi\u2010Far","orcid":"https://orcid.org/0000-0002-4330-3656"},"institutions":[{"id":"https://openalex.org/I74413500","display_name":"University of Windsor","ror":"https://ror.org/01gw3d370","country_code":"CA","type":"education","lineage":["https://openalex.org/I74413500"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Roozbeh Razavi-Far","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Windsor, Windsor, ON, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Windsor, Windsor, ON, Canada","institution_ids":["https://openalex.org/I74413500"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":6.3145,"has_fulltext":false,"cited_by_count":55,"citation_normalized_percentile":{"value":0.97127346,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"64","issue":"9","first_page":"7210","last_page":"7217"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11062","display_name":"Gear and Bearing Dynamics Analysis","score":0.9977999925613403,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/T11062","display_name":"Gear and Bearing Dynamics Analysis","score":0.9977999925613403,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9962999820709229,"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/T11557","display_name":"Lubricants and Their Additives","score":0.9886000156402588,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/support-vector-machine","display_name":"Support vector machine","score":0.7767918109893799},{"id":"https://openalex.org/keywords/hyperplane","display_name":"Hyperplane","score":0.7372167110443115},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.643142580986023},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.578018844127655},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5332509875297546},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5315525531768799},{"id":"https://openalex.org/keywords/fault-detection-and-isolation","display_name":"Fault detection and isolation","score":0.48661574721336365},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.46534407138824463},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.4453514516353607},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3020612597465515},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.23251226544380188}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.7767918109893799},{"id":"https://openalex.org/C68693459","wikidata":"https://www.wikidata.org/wiki/Q657586","display_name":"Hyperplane","level":2,"score":0.7372167110443115},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.643142580986023},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.578018844127655},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5332509875297546},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5315525531768799},{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.48661574721336365},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.46534407138824463},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.4453514516353607},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3020612597465515},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.23251226544380188},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C172707124","wikidata":"https://www.wikidata.org/wiki/Q423488","display_name":"Actuator","level":2,"score":0.0},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tie.2017.2688963","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tie.2017.2688963","pdf_url":null,"source":{"id":"https://openalex.org/S58031724","display_name":"IEEE Transactions on Industrial Electronics","issn_l":"0278-0046","issn":["0278-0046","1557-9948"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Industrial Electronics","raw_type":"journal-article"},{"id":"pmh:oai:scholar.uwindsor.ca:electricalengpub-1146","is_oa":false,"landing_page_url":"https://scholar.uwindsor.ca/electricalengpub/147","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Electrical and Computer Engineering Publications","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W1525856166","https://openalex.org/W1680392829","https://openalex.org/W1985762823","https://openalex.org/W1985969430","https://openalex.org/W1990171195","https://openalex.org/W1999053292","https://openalex.org/W2002404570","https://openalex.org/W2006191344","https://openalex.org/W2026550072","https://openalex.org/W2033577855","https://openalex.org/W2034751647","https://openalex.org/W2038331350","https://openalex.org/W2047539961","https://openalex.org/W2059901265","https://openalex.org/W2063928388","https://openalex.org/W2065974921","https://openalex.org/W2070480705","https://openalex.org/W2088218726","https://openalex.org/W2105234323","https://openalex.org/W2109788341","https://openalex.org/W2111127432","https://openalex.org/W2128258856","https://openalex.org/W2132885717","https://openalex.org/W2146193831","https://openalex.org/W2148603752","https://openalex.org/W2151614844","https://openalex.org/W2161771180","https://openalex.org/W2162706466","https://openalex.org/W2163267653","https://openalex.org/W2166621107","https://openalex.org/W2167917621","https://openalex.org/W2406655805","https://openalex.org/W2463819226","https://openalex.org/W2473549412","https://openalex.org/W2488793338","https://openalex.org/W2513016376","https://openalex.org/W2515023666","https://openalex.org/W2564549268","https://openalex.org/W2913642042","https://openalex.org/W4206686222","https://openalex.org/W6637386731"],"related_works":["https://openalex.org/W2369655046","https://openalex.org/W2019467317","https://openalex.org/W1965515989","https://openalex.org/W2383335574","https://openalex.org/W1889103747","https://openalex.org/W1489507320","https://openalex.org/W2348510359","https://openalex.org/W3121830895","https://openalex.org/W2900686919","https://openalex.org/W2047800684"],"abstract_inverted_index":{"This":[0],"paper":[1],"proposes":[2],"a":[3,85],"fusion":[4,86,102],"model":[5,103],"to":[6,47,61,76,113],"enhance":[7],"classification":[8],"accuracy":[9],"of":[10,22,107,127,141,165],"support":[11],"vector":[12],"machines":[13],"(SVMs)":[14],"for":[15,123],"fault":[16,125],"detection.":[17],"The":[18,101,117,159],"proposed":[19,118,143,167],"method":[20],"consists":[21],"two":[23,156],"different":[24,31,115],"phases,":[25],"where":[26],"in":[27,88],"the":[28,78,82,90,139,142,145,163,166],"first":[29],"phase,":[30,84],"SVMs":[32,42,79],"are":[33,43,95,152],"constructed":[34],"based":[35,68],"on":[36,69],"training":[37],"datasets,":[38],"and":[39,56,93,133,148],"these":[40],"trained":[41,57],"evaluated":[44],"with":[45,131,154],"respect":[46],"test":[48,54],"datasets":[49],"by":[50],"calculating":[51],"distances":[52,94],"between":[53],"samples":[55],"hyperplanes.":[58],"In":[59,81],"order":[60],"achieve":[62],"better":[63],"results,":[64],"an":[65,128],"optimization":[66,72],"scheme":[67],"particle":[70],"swarm":[71],"(PSO)":[73],"is":[74,99,120],"employed":[75],"adjust":[77],"parameters.":[80],"next":[83],"model,":[87],"which":[89],"attained":[91],"accuracies":[92],"considered":[96],"as":[97],"inputs,":[98],"constructed.":[100],"utilizes":[104],"zSlices-based":[105],"representation":[106],"general":[108,146],"type-2":[109,147],"fuzzy":[110,150],"logic":[111],"systems":[112],"combine":[114],"SVMs.":[116],"approach":[119],"then":[121],"applied":[122],"bearing":[124],"detection":[126],"induction":[129],"motor":[130],"inner":[132],"outer":[134],"race":[135],"defects.":[136],"To":[137],"investigate":[138],"effectiveness":[140],"method,":[144],"type-1":[149],"sets":[151],"compared":[153],"other":[155],"state-of-the-art":[157],"techniques.":[158],"obtained":[160],"results":[161],"confirm":[162],"superiority":[164],"approach.":[168]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":12},{"year":2020,"cited_by_count":9},{"year":2019,"cited_by_count":11},{"year":2018,"cited_by_count":9},{"year":2017,"cited_by_count":3}],"updated_date":"2026-07-02T09:51:11.867554","created_date":"2025-10-10T00:00:00"}
