{"id":"https://openalex.org/W2108382213","doi":"https://doi.org/10.1109/emeit.2011.6023159","title":"Research on fault recognition method based on variable-risk SVM","display_name":"Research on fault recognition method based on variable-risk SVM","publication_year":2011,"publication_date":"2011-08-01","ids":{"openalex":"https://openalex.org/W2108382213","doi":"https://doi.org/10.1109/emeit.2011.6023159","mag":"2108382213"},"language":"en","primary_location":{"id":"doi:10.1109/emeit.2011.6023159","is_oa":false,"landing_page_url":"https://doi.org/10.1109/emeit.2011.6023159","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of 2011 International Conference on Electronic & Mechanical Engineering and Information Technology","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/A5054408116","display_name":"Fuzhou Feng","orcid":null},"institutions":[{"id":"https://openalex.org/I4210104252","display_name":"Air Force Engineering University","ror":"https://ror.org/00seraz22","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210104252"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Fuzhou Feng","raw_affiliation_strings":["Department of Mechanical Engineering, Academy of Armored Force Engineering, Beijing, China","Department of Mechanical, Engineering Academy of Armored Force, Engineering Beijing, China"],"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Academy of Armored Force Engineering, Beijing, China","institution_ids":["https://openalex.org/I4210104252"]},{"raw_affiliation_string":"Department of Mechanical, Engineering Academy of Armored Force, Engineering Beijing, China","institution_ids":["https://openalex.org/I4210104252"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038527767","display_name":"Aiwei Si","orcid":null},"institutions":[{"id":"https://openalex.org/I4210104252","display_name":"Air Force Engineering University","ror":"https://ror.org/00seraz22","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210104252"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Aiwei Si","raw_affiliation_strings":["Department of Mechanical Engineering, Academy of Armored Force Engineering, Beijing, China","Department of Mechanical, Engineering Academy of Armored Force, Engineering Beijing, China"],"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Academy of Armored Force Engineering, Beijing, China","institution_ids":["https://openalex.org/I4210104252"]},{"raw_affiliation_string":"Department of Mechanical, Engineering Academy of Armored Force, Engineering Beijing, China","institution_ids":["https://openalex.org/I4210104252"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090044028","display_name":"Chaosheng Zhang","orcid":"https://orcid.org/0000-0002-7913-4858"},"institutions":[{"id":"https://openalex.org/I4210104252","display_name":"Air Force Engineering University","ror":"https://ror.org/00seraz22","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210104252"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chaosheng Zhang","raw_affiliation_strings":["Department of Mechanical Engineering, Academy of Armored Force Engineering, Beijing, China","Department of Mechanical, Engineering Academy of Armored Force, Engineering Beijing, China"],"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Academy of Armored Force Engineering, Beijing, China","institution_ids":["https://openalex.org/I4210104252"]},{"raw_affiliation_string":"Department of Mechanical, Engineering Academy of Armored Force, Engineering Beijing, China","institution_ids":["https://openalex.org/I4210104252"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5054408116"],"corresponding_institution_ids":["https://openalex.org/I4210104252"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.13935755,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"13","issue":null,"first_page":"539","last_page":"543"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13717","display_name":"Advanced Algorithms and Applications","score":0.989300012588501,"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":0.989300012588501,"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/T14225","display_name":"Advanced Sensor and Control Systems","score":0.9866999983787537,"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/T13734","display_name":"Advanced Computational Techniques and Applications","score":0.9847999811172485,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.8357159495353699},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.668787956237793},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6185048222541809},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5933600664138794},{"id":"https://openalex.org/keywords/variable","display_name":"Variable (mathematics)","score":0.5812562108039856},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5470607280731201},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.49174001812934875},{"id":"https://openalex.org/keywords/fault-detection-and-isolation","display_name":"Fault detection and isolation","score":0.48045963048934937},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4411690831184387},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.42432883381843567},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12452185153961182}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.8357159495353699},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.668787956237793},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6185048222541809},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5933600664138794},{"id":"https://openalex.org/C182365436","wikidata":"https://www.wikidata.org/wiki/Q50701","display_name":"Variable (mathematics)","level":2,"score":0.5812562108039856},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5470607280731201},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.49174001812934875},{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.48045963048934937},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4411690831184387},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.42432883381843567},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12452185153961182},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.0},{"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/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"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/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/emeit.2011.6023159","is_oa":false,"landing_page_url":"https://doi.org/10.1109/emeit.2011.6023159","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of 2011 International Conference on Electronic & Mechanical Engineering and Information Technology","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":2,"referenced_works":["https://openalex.org/W1601740268","https://openalex.org/W2172000360"],"related_works":["https://openalex.org/W2090763504","https://openalex.org/W148178222","https://openalex.org/W2104657898","https://openalex.org/W1948992892","https://openalex.org/W1886884218","https://openalex.org/W1910826599","https://openalex.org/W1980100242","https://openalex.org/W2530420969","https://openalex.org/W2051187167","https://openalex.org/W4315815996"],"abstract_inverted_index":{"Because":[0],"the":[1,11,17,29,47,51,62],"tradition":[2],"methods":[3],"of":[4],"fault":[5,65],"pattern":[6],"recognition":[7],"can":[8],"not":[9],"distinguish":[10],"different":[12,15],"loss":[13],"by":[14],"misjudgments,":[16],"variable-risk":[18],"support":[19],"vector":[20],"machines":[21],"(SVM)":[22],"is":[23,33,38],"proposed":[24],"in":[25,61],"this":[26,56],"paper.":[27],"Then,":[28],"optimal":[30],"classification":[31],"face":[32],"redesigned":[34],"and":[35],"expert's":[36],"experience":[37],"integrated":[39],"when":[40],"using":[41],"an":[42],"actual":[43],"data":[44],"to":[45],"recognize":[46],"fault,":[48],"which":[49],"makes":[50],"result":[52],"more":[53],"reliable.":[54],"Finally,":[55],"method":[57],"has":[58],"already":[59],"applied":[60],"diesel":[63],"engine":[64],"diagnosis":[66],"successfully.":[67]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}