{"id":"https://openalex.org/W2674496754","doi":"https://doi.org/10.1177/1687814017710581","title":"New structural reliability method with focus on important region and based on adaptive support vector machines","display_name":"New structural reliability method with focus on important region and based on adaptive support vector machines","publication_year":2017,"publication_date":"2017-06-01","ids":{"openalex":"https://openalex.org/W2674496754","doi":"https://doi.org/10.1177/1687814017710581","mag":"2674496754"},"language":"en","primary_location":{"id":"doi:10.1177/1687814017710581","doi":"https://doi.org/10.1177/1687814017710581","is_oa":true,"landing_page_url":"https://doi.org/10.1177/1687814017710581","pdf_url":null,"source":{"id":"https://openalex.org/S185389193","display_name":"Advances in Mechanical Engineering","issn_l":"1687-8132","issn":["1687-8132","1687-8140"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-d","jufo-1","ki-jl-1","norway-1","oarl","poland-40","russia-white-list-2"],"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Mechanical Engineering","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1177/1687814017710581","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Bo Xiong","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bo Xiong","raw_affiliation_strings":["Center for Composite Materials and Structures, Harbin Institute of Technology, Harbin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Composite Materials and Structures, Harbin Institute of Technology, Harbin, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057212428","display_name":"Huifeng Tan","orcid":"https://orcid.org/0000-0001-7780-1410","observed_orcids":["https://orcid.org/0000-0001-7780-1410"]},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Huifeng Tan","raw_affiliation_strings":["Center for Composite Materials and Structures, Harbin Institute of Technology, Harbin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Composite Materials and Structures, Harbin Institute of Technology, Harbin, China","institution_ids":["https://openalex.org/I204983213"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5057212428"],"corresponding_institution_ids":["https://openalex.org/I204983213"],"apc_list":{"value":2650,"currency":"USD","value_usd":2650},"apc_paid":{"value":2650,"currency":"USD","value_usd":2650},"fwci":0.4924,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.69824916,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":96},"biblio":{"volume":"9","issue":"6","first_page":"168781401771058","last_page":"168781401771058"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10928","display_name":"Probabilistic and Robust Engineering Design","score":0.9955999851226807,"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/T10928","display_name":"Probabilistic and Robust Engineering Design","score":0.9955999851226807,"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/T11046","display_name":"Geotechnical Engineering and Analysis","score":0.002199999988079071,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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/T10780","display_name":"Reliability and Maintenance Optimization","score":0.0010000000474974513,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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/structural-reliability","display_name":"structural reliability","score":0.7850000262260437},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"support vector machine","score":0.7379999756813049},{"id":"https://openalex.org/keywords/sampling-strategy","display_name":"sampling strategy","score":0.6259999871253967},{"id":"https://openalex.org/keywords/hasofer-lind-reliability-index","display_name":"Hasofer-Lind reliability index","score":0.8600000143051147},{"id":"https://openalex.org/keywords/monte-carlo-simulation","display_name":"Monte Carlo simulation","score":0.6769999861717224}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.7930643558502197},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.724515438079834},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.6811112761497498},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6746590733528137},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5668450593948364},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.5647814273834229},{"id":"https://openalex.org/C14948415","wikidata":"https://www.wikidata.org/wiki/Q7310972","display_name":"Relevance vector machine","level":3,"score":0.5228227376937866},{"id":"https://openalex.org/C19499675","wikidata":"https://www.wikidata.org/wiki/Q232207","display_name":"Monte Carlo method","level":2,"score":0.5096604824066162},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.49628692865371704},{"id":"https://openalex.org/C2781395549","wikidata":"https://www.wikidata.org/wiki/Q4680762","display_name":"Adaptive sampling","level":3,"score":0.4653032422065735},{"id":"https://openalex.org/C125168437","wikidata":"https://www.wikidata.org/wiki/Q7625184","display_name":"Structured support vector machine","level":3,"score":0.439313679933548},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4313780963420868},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.41775763034820557},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.37595903873443604},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.35757869482040405},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3511244058609009},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18396010994911194},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.08048123121261597},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","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/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1177/1687814017710581","doi":"https://doi.org/10.1177/1687814017710581","is_oa":true,"landing_page_url":"https://doi.org/10.1177/1687814017710581","pdf_url":null,"source":{"id":"https://openalex.org/S185389193","display_name":"Advances in Mechanical Engineering","issn_l":"1687-8132","issn":["1687-8132","1687-8140"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-d","jufo-1","ki-jl-1","norway-1","oarl","poland-40","russia-white-list-2"],"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Mechanical Engineering","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:12a01f9d1fa24475bf70e56052ae1122","doi":null,"is_oa":false,"landing_page_url":"https://doaj.org/article/12a01f9d1fa24475bf70e56052ae1122","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,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Advances in Mechanical Engineering, Vol 9 (2017)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1177/1687814017710581","doi":"https://doi.org/10.1177/1687814017710581","is_oa":true,"landing_page_url":"https://doi.org/10.1177/1687814017710581","pdf_url":null,"source":{"id":"https://openalex.org/S185389193","display_name":"Advances in Mechanical Engineering","issn_l":"1687-8132","issn":["1687-8132","1687-8140"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-d","jufo-1","ki-jl-1","norway-1","oarl","poland-40","russia-white-list-2"],"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Mechanical Engineering","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W232805744","https://openalex.org/W1524837792","https://openalex.org/W1528620860","https://openalex.org/W1572480955","https://openalex.org/W1976835881","https://openalex.org/W1981567151","https://openalex.org/W1987168058","https://openalex.org/W1991538921","https://openalex.org/W1991548802","https://openalex.org/W1996005347","https://openalex.org/W1999091229","https://openalex.org/W2001156452","https://openalex.org/W2007411143","https://openalex.org/W2007535697","https://openalex.org/W2008034786","https://openalex.org/W2010031315","https://openalex.org/W2016312558","https://openalex.org/W2017818133","https://openalex.org/W2020918817","https://openalex.org/W2022076538","https://openalex.org/W2031295804","https://openalex.org/W2038019765","https://openalex.org/W2053784695","https://openalex.org/W2053847073","https://openalex.org/W2066884548","https://openalex.org/W2067829701","https://openalex.org/W2068892839","https://openalex.org/W2071524629","https://openalex.org/W2074905710","https://openalex.org/W2077951942","https://openalex.org/W2085404581","https://openalex.org/W2153664095","https://openalex.org/W2156909104","https://openalex.org/W2171429214"],"related_works":["https://openalex.org/W2070184305","https://openalex.org/W7097378049","https://openalex.org/W3139029351","https://openalex.org/W2075017033","https://openalex.org/W3215723149","https://openalex.org/W2084625646","https://openalex.org/W4292429719","https://openalex.org/W3204813890","https://openalex.org/W3015952220","https://openalex.org/W2612783399"],"abstract_inverted_index":{"Support":[0],"vector":[1,43,120,144],"machine":[2,44],"has":[3],"been":[4],"shown":[5],"to":[6,37,100,114,121,162],"be":[7,163],"an":[8],"effective":[9],"classification":[10,140],"tool":[11],"for":[12],"reliability":[13,25,89],"analysis.":[14,26],"Its":[15],"training":[16,30,123],"set":[17,124],"governs":[18],"the":[19,23,59,74,92,108,116,122,133,139,147,156,159],"computational":[20],"cost":[21],"of":[22,61,66,95,107,142,155],"whole":[24],"To":[27,69,103],"reduce":[28,70],"this":[29,49,51],"set,":[31],"researchers":[32],"focus":[33],"on":[34],"important":[35,75],"region":[36,76],"decrease":[38],"samples":[39,82],"and":[40,64,91,146,165],"refine":[41],"support":[42,119,143],"adaptively.":[45],"In":[46],"accordance":[47],"with":[48],"methodology,":[50],"article":[52],"presents":[53],"a":[54],"more":[55],"efficient":[56],"algorithm":[57],"from":[58],"aspect":[60],"sampling":[62,135],"strategy":[63,136],"that":[65,85,132],"adaptive":[67,109,149],"manner.":[68],"simulated":[71],"samples,":[72],"only":[73,84],"is":[77,112],"considered":[78],"using":[79],"Monte":[80],"Carlo":[81],"in":[83],"region.":[86],"Moreover,":[87],"Hasofer\u2013Lind":[88],"index":[90],"physical":[93],"meanings":[94],"random":[96],"variables":[97],"are":[98],"utilized":[99],"identify":[101],"samples.":[102],"speed":[104],"up":[105],"convergence":[106],"procedure,":[110],"it":[111],"proposed":[113,134,160],"add":[115],"most":[117],"likely":[118],"at":[125],"each":[126],"step.":[127],"The":[128,153],"illustrative":[129],"examples":[130,157],"show":[131],"largely":[137],"reduces":[138],"burden":[141],"machine,":[145],"new":[148],"procedure":[150],"converges":[151],"quickly.":[152],"results":[154],"demonstrate":[158],"method":[161],"accurate":[164],"efficient.":[166]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-09-29T14:09:16.559479","created_date":"2017-06-30T00:00:00"}