{"id":"https://openalex.org/W2063786140","doi":"https://doi.org/10.1109/icnc.2012.6234682","title":"A new fuzzy membership function for FSVM and its application in machinery fault diagnosis","display_name":"A new fuzzy membership function for FSVM and its application in machinery fault diagnosis","publication_year":2012,"publication_date":"2012-05-01","ids":{"openalex":"https://openalex.org/W2063786140","doi":"https://doi.org/10.1109/icnc.2012.6234682","mag":"2063786140"},"language":"en","primary_location":{"id":"doi:10.1109/icnc.2012.6234682","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icnc.2012.6234682","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 8th International Conference on Natural Computation","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/A5100703188","display_name":"Hao Tang","orcid":"https://orcid.org/0000-0003-3961-8871"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Hao Tang","raw_affiliation_strings":["CISDI Research and Development Company Limited, Chongqing, China","CISDI R&D Co., Ltd, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"CISDI Research and Development Company Limited, Chongqing, China","institution_ids":[]},{"raw_affiliation_string":"CISDI R&D Co., Ltd, Chongqing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045893108","display_name":"Yuhe Liao","orcid":"https://orcid.org/0000-0001-7948-9934"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuhe Liao","raw_affiliation_strings":["School of Mechanical Engineering, Xi'an Jiaotong University, Xi'an, China","School of Mechanical Engineering, Xi'An Jiaotong University, China"],"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Xi'an Jiaotong University, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"School of Mechanical Engineering, Xi'An Jiaotong University, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101804012","display_name":"Xiufeng Wang","orcid":"https://orcid.org/0000-0002-9611-4306"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiufeng Wang","raw_affiliation_strings":["School of Mechanical Engineering, Xi'an Jiaotong University, Xi'an, China","School of Mechanical Engineering, Xi'An Jiaotong University, China"],"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Xi'an Jiaotong University, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"School of Mechanical Engineering, Xi'An Jiaotong University, China","institution_ids":["https://openalex.org/I87445476"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100703188"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.563,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.74443115,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"4","issue":null,"first_page":"35","last_page":"39"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13717","display_name":"Advanced Algorithms and Applications","score":0.9943000078201294,"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"}},"topics":[{"id":"https://openalex.org/T13717","display_name":"Advanced Algorithms and Applications","score":0.9943000078201294,"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/T10057","display_name":"Face and Expression Recognition","score":0.9868999719619751,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T14257","display_name":"Advanced Measurement and Detection Methods","score":0.9794999957084656,"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/membership-function","display_name":"Membership function","score":0.781212329864502},{"id":"https://openalex.org/keywords/outlier","display_name":"Outlier","score":0.7052936553955078},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.6380255818367004},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.6329475045204163},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6150444746017456},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6117838621139526},{"id":"https://openalex.org/keywords/fuzzy-classification","display_name":"Fuzzy classification","score":0.5538630485534668},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5324246287345886},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5234581828117371},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.5226882696151733},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.5040361285209656},{"id":"https://openalex.org/keywords/defuzzification","display_name":"Defuzzification","score":0.4599840044975281},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.45198169350624084},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.44674503803253174},{"id":"https://openalex.org/keywords/fuzzy-set-operations","display_name":"Fuzzy set operations","score":0.4405987858772278},{"id":"https://openalex.org/keywords/fuzzy-number","display_name":"Fuzzy number","score":0.379047691822052},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3645734190940857}],"concepts":[{"id":"https://openalex.org/C5263885","wikidata":"https://www.wikidata.org/wiki/Q1967302","display_name":"Membership function","level":4,"score":0.781212329864502},{"id":"https://openalex.org/C79337645","wikidata":"https://www.wikidata.org/wiki/Q779824","display_name":"Outlier","level":2,"score":0.7052936553955078},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.6380255818367004},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.6329475045204163},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6150444746017456},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6117838621139526},{"id":"https://openalex.org/C127385683","wikidata":"https://www.wikidata.org/wiki/Q1475696","display_name":"Fuzzy classification","level":4,"score":0.5538630485534668},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5324246287345886},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5234581828117371},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.5226882696151733},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.5040361285209656},{"id":"https://openalex.org/C170260401","wikidata":"https://www.wikidata.org/wiki/Q5251735","display_name":"Defuzzification","level":5,"score":0.4599840044975281},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.45198169350624084},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.44674503803253174},{"id":"https://openalex.org/C148671577","wikidata":"https://www.wikidata.org/wiki/Q5511133","display_name":"Fuzzy set operations","level":4,"score":0.4405987858772278},{"id":"https://openalex.org/C1883856","wikidata":"https://www.wikidata.org/wiki/Q3407463","display_name":"Fuzzy number","level":4,"score":0.379047691822052},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3645734190940857},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icnc.2012.6234682","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icnc.2012.6234682","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 8th International Conference on Natural Computation","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":22,"referenced_works":["https://openalex.org/W26816478","https://openalex.org/W62823307","https://openalex.org/W101663867","https://openalex.org/W1500731913","https://openalex.org/W1591052160","https://openalex.org/W1932963602","https://openalex.org/W1982827240","https://openalex.org/W1994807229","https://openalex.org/W2096059361","https://openalex.org/W2119821739","https://openalex.org/W2124351082","https://openalex.org/W2134643078","https://openalex.org/W2140494000","https://openalex.org/W2142265066","https://openalex.org/W2143750468","https://openalex.org/W2170163395","https://openalex.org/W4239510810","https://openalex.org/W6601080436","https://openalex.org/W6635110016","https://openalex.org/W6640415645","https://openalex.org/W6674760776","https://openalex.org/W6684597108"],"related_works":["https://openalex.org/W2184441312","https://openalex.org/W1485268022","https://openalex.org/W2331106272","https://openalex.org/W3176863924","https://openalex.org/W1542808721","https://openalex.org/W2674573885","https://openalex.org/W1975005191","https://openalex.org/W2781808531","https://openalex.org/W4361984403","https://openalex.org/W3207735076"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"a":[3,45],"new":[4,49],"fuzzy":[5,9,50,54],"membership":[6,51],"function":[7],"for":[8],"support":[10,55],"vector":[11,56],"machine":[12,57],"is":[13,61],"presented.":[14],"It":[15],"provides":[16],"an":[17],"effective":[18],"approach":[19],"to":[20],"deal":[21],"with":[22,35,58],"the":[23,30,36,39,48,74,78],"over-fitting":[24],"problem":[25],"when":[26],"outliers":[27],"exist":[28],"in":[29,64],"training":[31],"data":[32],"set.":[33],"Combining":[34],"concept":[37],"of":[38,47,77],"K-nearest":[40],"neighbor":[41],"algorithm,":[42],"we":[43],"give":[44],"definition":[46],"function.":[52],"Then,":[53],"some":[59,69],"improvements":[60],"successfully":[62],"applied":[63],"machinery":[65],"fault":[66],"diagnosis":[67],"and":[68],"engineering":[70],"experimental":[71],"results":[72],"show":[73],"good":[75],"performance":[76],"present":[79],"approach.":[80]},"counts_by_year":[{"year":2015,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}