{"id":"https://openalex.org/W2802502045","doi":"https://doi.org/10.1109/tr.2018.2828113","title":"Online Failure Prediction for Railway Transportation Systems Based on Fuzzy Rules and Data Analysis","display_name":"Online Failure Prediction for Railway Transportation Systems Based on Fuzzy Rules and Data Analysis","publication_year":2018,"publication_date":"2018-05-10","ids":{"openalex":"https://openalex.org/W2802502045","doi":"https://doi.org/10.1109/tr.2018.2828113","mag":"2802502045"},"language":"en","primary_location":{"id":"doi:10.1109/tr.2018.2828113","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tr.2018.2828113","pdf_url":null,"source":{"id":"https://openalex.org/S87725633","display_name":"IEEE Transactions on Reliability","issn_l":"0018-9529","issn":["0018-9529","1558-1721"],"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 Reliability","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/A5077615805","display_name":"Zuohua Ding","orcid":"https://orcid.org/0000-0002-9671-7836"},"institutions":[{"id":"https://openalex.org/I1328775524","display_name":"Zhejiang Sci-Tech University","ror":"https://ror.org/03893we55","country_code":"CN","type":"education","lineage":["https://openalex.org/I1328775524"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zuohua Ding","raw_affiliation_strings":["School of Information Sciences, Zhejiang Sci-Tech University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-9671-7836","affiliations":[{"raw_affiliation_string":"School of Information Sciences, Zhejiang Sci-Tech University, Hangzhou, China","institution_ids":["https://openalex.org/I1328775524"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Yuan Zhou","orcid":"https://orcid.org/0000-0002-5408-8752"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Yuan Zhou","raw_affiliation_strings":["School of Computer Science and Engineering, College of Engineering, Nanyang Technological University, Singapore"],"raw_orcid":"https://orcid.org/0000-0002-5408-8752","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, College of Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054490662","display_name":"Geguang Pu","orcid":"https://orcid.org/0000-0001-9750-8334"},"institutions":[{"id":"https://openalex.org/I66867065","display_name":"East China Normal University","ror":"https://ror.org/02n96ep67","country_code":"CN","type":"education","lineage":["https://openalex.org/I66867065"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Geguang Pu","raw_affiliation_strings":["School of Software Engineering, East China Normal University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Software Engineering, East China Normal University, Shanghai, China","institution_ids":["https://openalex.org/I66867065"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081318069","display_name":"MengChu Zhou","orcid":"https://orcid.org/0000-0002-5408-8752"},"institutions":[{"id":"https://openalex.org/I118118575","display_name":"New Jersey Institute of Technology","ror":"https://ror.org/05e74xb87","country_code":"US","type":"education","lineage":["https://openalex.org/I118118575"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"MengChu Zhou","raw_affiliation_strings":["Helen and John C. Hartmann Department of Electrical and Computer Engineering, New Jersey Institute of Technology, Newark, NJ, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Helen and John C. Hartmann Department of Electrical and Computer Engineering, New Jersey Institute of Technology, Newark, NJ, USA","institution_ids":["https://openalex.org/I118118575"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5077615805"],"corresponding_institution_ids":["https://openalex.org/I1328775524"],"apc_list":null,"apc_paid":null,"fwci":2.5404,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.90263266,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"67","issue":"3","first_page":"1143","last_page":"1158"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10260","display_name":"Software Engineering Research","score":0.9973999857902527,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T12423","display_name":"Software Reliability and Analysis Research","score":0.9919999837875366,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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/fuzzy-logic","display_name":"Fuzzy logic","score":0.6261216998100281},{"id":"https://openalex.org/keywords/variable","display_name":"Variable (mathematics)","score":0.6152539849281311},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5649480819702148},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.563228964805603},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.5627188682556152},{"id":"https://openalex.org/keywords/univariate","display_name":"Univariate","score":0.47518932819366455},{"id":"https://openalex.org/keywords/failure-rate","display_name":"Failure rate","score":0.43618714809417725},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.43252259492874146},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2999407649040222},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.29202890396118164},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.28980982303619385},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.22924575209617615},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.16938170790672302},{"id":"https://openalex.org/keywords/multivariate-statistics","display_name":"Multivariate statistics","score":0.08299818634986877}],"concepts":[{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.6261216998100281},{"id":"https://openalex.org/C182365436","wikidata":"https://www.wikidata.org/wiki/Q50701","display_name":"Variable (mathematics)","level":2,"score":0.6152539849281311},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5649480819702148},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.563228964805603},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.5627188682556152},{"id":"https://openalex.org/C199163554","wikidata":"https://www.wikidata.org/wiki/Q1681619","display_name":"Univariate","level":3,"score":0.47518932819366455},{"id":"https://openalex.org/C163164238","wikidata":"https://www.wikidata.org/wiki/Q2737027","display_name":"Failure rate","level":2,"score":0.43618714809417725},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.43252259492874146},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2999407649040222},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.29202890396118164},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.28980982303619385},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.22924575209617615},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16938170790672302},{"id":"https://openalex.org/C161584116","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate statistics","level":2,"score":0.08299818634986877},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tr.2018.2828113","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tr.2018.2828113","pdf_url":null,"source":{"id":"https://openalex.org/S87725633","display_name":"IEEE Transactions on Reliability","issn_l":"0018-9529","issn":["0018-9529","1558-1721"],"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 Reliability","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4700436629","display_name":null,"funder_award_id":"61751210","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"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":41,"referenced_works":["https://openalex.org/W1619226191","https://openalex.org/W1877938688","https://openalex.org/W1893433911","https://openalex.org/W1966827292","https://openalex.org/W1997747134","https://openalex.org/W2009086487","https://openalex.org/W2013647416","https://openalex.org/W2022284665","https://openalex.org/W2024284069","https://openalex.org/W2042729862","https://openalex.org/W2050288270","https://openalex.org/W2058815839","https://openalex.org/W2058972361","https://openalex.org/W2068270270","https://openalex.org/W2083733916","https://openalex.org/W2102940270","https://openalex.org/W2111038504","https://openalex.org/W2114209105","https://openalex.org/W2116752428","https://openalex.org/W2124065547","https://openalex.org/W2126041859","https://openalex.org/W2156246735","https://openalex.org/W2157500273","https://openalex.org/W2164463086","https://openalex.org/W2165768179","https://openalex.org/W2168175751","https://openalex.org/W2288519351","https://openalex.org/W2334691263","https://openalex.org/W2344870877","https://openalex.org/W2375926190","https://openalex.org/W2592735969","https://openalex.org/W2595806108","https://openalex.org/W2728842696","https://openalex.org/W2912565176","https://openalex.org/W3017831692","https://openalex.org/W4211007335","https://openalex.org/W4213009331","https://openalex.org/W4246198815","https://openalex.org/W4252386822","https://openalex.org/W6665272994","https://openalex.org/W6740460866"],"related_works":["https://openalex.org/W1828158523","https://openalex.org/W2047547195","https://openalex.org/W204175656","https://openalex.org/W2911841387","https://openalex.org/W2803255289","https://openalex.org/W1512294453","https://openalex.org/W1993992974","https://openalex.org/W2550734047","https://openalex.org/W2176526134","https://openalex.org/W3134489511"],"abstract_inverted_index":{"Nowadays,":[0],"software":[1],"systems":[2],"have":[3,103],"been":[4],"more":[5,7],"and":[6,67,114],"complex,":[8],"which":[9],"causes":[10],"great":[11],"challenges":[12],"to":[13,27,76,90,197],"maintain":[14],"the":[15,18,29,32,36,49,52,78,92,110,115,126,129,151,154,160,168],"availability":[16],"of":[17,31,35,51,94,163],"systems.":[19,33],"Online":[20],"failure":[21,41,55,143,186],"prediction":[22,42],"provides":[23],"an":[24,195],"effective":[25],"approach":[26],"guaranteeing":[28],"validity":[30],"Most":[34],"current":[37],"technologies":[38],"for":[39,98],"online":[40],"require":[43],"some":[44,145],"prior":[45,179],"knowledge,":[46],"such":[47,181],"as":[48,182,194],"model":[50,77,184],"system":[53,183,193],"or":[54,185],"patterns.":[56,187],"This":[57],"paper":[58],"proposes":[59],"a":[60,99,133,142,190],"new":[61],"method":[62,156],"based":[63],"on":[64],"fuzzy":[65,72,120,123],"rules":[66,73,121],"time":[68,85,111,146],"series":[69,86,112],"analysis.":[70],"Specifically,":[71],"are":[74],"used":[75,89],"relationships":[79,169],"among":[80,170],"different":[81,171],"variables,":[82],"whereas":[83],"univariate":[84],"analysis":[87],"is":[88,108,117],"describe":[91],"evolution":[93],"each":[95,164],"variable.":[96],"Thus,":[97],"dependent":[100],"variable,":[101],"we":[102,136,174],"two":[104,130],"predicted":[105],"values:":[106],"one":[107],"from":[109,119,150],"model,":[113],"other":[116],"computed":[118],"with":[122],"inference.":[124],"If":[125],"difference":[127],"between":[128],"values":[131],"exceeds":[132],"threshold,":[134],"then":[135],"declare":[137],"that":[138],"there":[139],"would":[140],"be":[141],"in":[144],"period":[147],"ahead.":[148],"Different":[149],"existing":[152],"methods,":[153],"proposed":[155],"considers":[157],"not":[158,176],"only":[159],"evolutionary":[161],"trend":[162],"variable":[165],"but":[166],"also":[167],"variables.":[172],"Moreover,":[173],"do":[175],"need":[177],"any":[178],"knowledge":[180],"We":[188],"use":[189],"railway":[191],"transportation":[192],"example":[196],"illustrate":[198],"our":[199],"method.":[200]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":6}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
