{"id":"https://openalex.org/W4285145830","doi":"https://doi.org/10.1109/access.2022.3172348","title":"An Analysis of Factors Affecting Agricultural Tractors\u2019 Reliability Using Random Survival Forests Based on Warranty Data","display_name":"An Analysis of Factors Affecting Agricultural Tractors\u2019 Reliability Using Random Survival Forests Based on Warranty Data","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4285145830","doi":"https://doi.org/10.1109/access.2022.3172348"},"language":"en","primary_location":{"id":"doi:10.1109/access.2022.3172348","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3172348","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09766307.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09766307.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100645286","display_name":"Zhilin Zhao","orcid":"https://orcid.org/0000-0002-4631-3585"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhi-Lin Zhao","raw_affiliation_strings":["College of Biosystems Engineering and Food Science, Zhejiang University, Hangzhou, China","College of Biosystems Engineering and Food Science, Zhejiang University, Hangzhou 310058, P.R.China"],"raw_orcid":"https://orcid.org/0000-0002-4631-3585","affiliations":[{"raw_affiliation_string":"College of Biosystems Engineering and Food Science, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]},{"raw_affiliation_string":"College of Biosystems Engineering and Food Science, Zhejiang University, Hangzhou 310058, P.R.China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021887789","display_name":"Hengjie Yu","orcid":"https://orcid.org/0000-0002-7206-2978"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Heng-Jie Yu","raw_affiliation_strings":["College of Biosystems Engineering and Food Science, Zhejiang University, Hangzhou, China","College of Biosystems Engineering and Food Science, Zhejiang University, Hangzhou 310058, P.R.China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Biosystems Engineering and Food Science, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]},{"raw_affiliation_string":"College of Biosystems Engineering and Food Science, Zhejiang University, Hangzhou 310058, P.R.China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100664794","display_name":"Cheng Fang","orcid":"https://orcid.org/0000-0002-1922-0949"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fang Cheng","raw_affiliation_strings":["College of Biosystems Engineering and Food Science, Zhejiang University, Hangzhou, China","College of Biosystems Engineering and Food Science, Zhejiang University, Hangzhou 310058, P.R.China"],"raw_orcid":"https://orcid.org/0000-0001-7293-9082","affiliations":[{"raw_affiliation_string":"College of Biosystems Engineering and Food Science, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]},{"raw_affiliation_string":"College of Biosystems Engineering and Food Science, Zhejiang University, Hangzhou 310058, P.R.China","institution_ids":["https://openalex.org/I76130692"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100645286"],"corresponding_institution_ids":["https://openalex.org/I76130692"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":1.4703,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.83535158,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"10","issue":null,"first_page":"50183","last_page":"50194"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12732","display_name":"Agriculture and Farm Safety","score":0.9861999750137329,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T12732","display_name":"Agriculture and Farm Safety","score":0.9861999750137329,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/warranty","display_name":"Warranty","score":0.9171584844589233},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.7177978157997131},{"id":"https://openalex.org/keywords/agriculture","display_name":"Agriculture","score":0.5142433047294617},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5094121098518372},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.4863870441913605},{"id":"https://openalex.org/keywords/reliability-theory","display_name":"Reliability theory","score":0.47402340173721313},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.44630712270736694},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.34148216247558594},{"id":"https://openalex.org/keywords/failure-rate","display_name":"Failure rate","score":0.19207733869552612},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.16883111000061035},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14625871181488037},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.12115293741226196},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.08573886752128601}],"concepts":[{"id":"https://openalex.org/C2779056723","wikidata":"https://www.wikidata.org/wiki/Q329717","display_name":"Warranty","level":2,"score":0.9171584844589233},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.7177978157997131},{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.5142433047294617},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5094121098518372},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.4863870441913605},{"id":"https://openalex.org/C201729545","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability theory","level":3,"score":0.47402340173721313},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.44630712270736694},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.34148216247558594},{"id":"https://openalex.org/C163164238","wikidata":"https://www.wikidata.org/wiki/Q2737027","display_name":"Failure rate","level":2,"score":0.19207733869552612},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16883111000061035},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14625871181488037},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.12115293741226196},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.08573886752128601},{"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2022.3172348","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3172348","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09766307.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:5b94f15d4bb24c40a27c383f279b4cd9","is_oa":false,"landing_page_url":"https://doaj.org/article/5b94f15d4bb24c40a27c383f279b4cd9","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,"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":"IEEE Access, Vol 10, Pp 50183-50194 (2022)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2022.3172348","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3172348","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09766307.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Zero hunger","id":"https://metadata.un.org/sdg/2","score":0.6899999976158142}],"awards":[{"id":"https://openalex.org/G5218502215","display_name":null,"funder_award_id":"2017YFD0700205","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"}],"funders":[{"id":"https://openalex.org/F4320324099","display_name":"Russian Science Foundation","ror":"https://ror.org/03y2gwe85"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4285145830.pdf","grobid_xml":"https://content.openalex.org/works/W4285145830.grobid-xml"},"referenced_works_count":28,"referenced_works":["https://openalex.org/W1494497312","https://openalex.org/W1973258700","https://openalex.org/W2010010077","https://openalex.org/W2032388524","https://openalex.org/W2038913727","https://openalex.org/W2052825782","https://openalex.org/W2129925362","https://openalex.org/W2167205245","https://openalex.org/W2167489506","https://openalex.org/W2297389033","https://openalex.org/W2358113125","https://openalex.org/W2606909288","https://openalex.org/W2753919178","https://openalex.org/W2789172526","https://openalex.org/W2797883881","https://openalex.org/W2963232127","https://openalex.org/W3011327820","https://openalex.org/W3042540112","https://openalex.org/W3045729686","https://openalex.org/W3134435230","https://openalex.org/W3134811965","https://openalex.org/W3147894994","https://openalex.org/W3157356447","https://openalex.org/W3157991060","https://openalex.org/W3163692168","https://openalex.org/W3165201689","https://openalex.org/W6738327226","https://openalex.org/W6747288244"],"related_works":["https://openalex.org/W2033512842","https://openalex.org/W4233600955","https://openalex.org/W4322734194","https://openalex.org/W3116237489","https://openalex.org/W4404996554","https://openalex.org/W2913665393","https://openalex.org/W2369695847","https://openalex.org/W3005535424","https://openalex.org/W2994319598","https://openalex.org/W2047067935"],"abstract_inverted_index":{"Warranty":[0],"data":[1,8,45],"are":[2],"a":[3,59],"valuable":[4],"and":[5,28,66,83,90,100,141,174,179],"easily":[6],"accessible":[7],"source":[9],"for":[10,33,63,73,108,165],"manufacturers":[11,34,168],"to":[12,35,95,104,147,169],"assess":[13],"the":[14,19,23,123,134,138,158],"reliability":[15,27,29,74,135,173,176],"of":[16,122,136],"products":[17,111,156],"in":[18,52,76],"field.":[20],"Knowledge":[21],"about":[22],"relationships":[24],"between":[25],"products\u2019":[26,37,172],"factors":[30,80,92],"is":[31,58],"beneficial":[32],"improve":[36],"quality.":[38],"For":[39],"this":[40,77],"motivation,":[41],"based":[42],"on":[43,133],"warranty":[44],"from":[46,81,157],"an":[47],"agricultural":[48,166],"machinery":[49,167],"manufacturing":[50],"company":[51],"China,random":[53],"survival":[54,64],"forests":[55],"(RSF),":[56],"which":[57,105],"machine":[60],"learning":[61],"method":[62],"analysis":[65],"provides":[67,162],"various":[68],"interpretation":[69],"tools,":[70],"was":[71],"applied":[72],"modeling":[75],"study.":[78],"Thirty-four":[79],"production":[82],"operation":[84],"were":[85,93,112],"collected.":[86],"Nine":[87],"most":[88,121],"important":[89],"meaningful":[91],"selected":[94],"show":[96],"their":[97,171],"marginal":[98,139],"effects":[99,140,143],"interaction":[101,142],"effects,":[102],"according":[103],"decision":[106,149],"rules":[107,150],"identifying":[109],"high-risk":[110,155],"extracted":[113],"using":[114],"classification":[115],"trees.":[116],"The":[117],"results":[118],"showed":[119],"that":[120,151],"nine":[124],"factors,":[125],"such":[126],"as":[127],"\u201cUsage":[128],"Rate\u201d,":[129],"had":[130],"nonlinear":[131],"impacts":[132],"tractors;":[137],"can":[144,152],"be":[145],"used":[146],"generate":[148],"significantly":[153],"separate":[154],"population.":[159],"This":[160],"work":[161],"new":[163],"insights":[164],"understand":[170],"make":[175],"improvement":[177],"plans":[178],"marketing":[180],"plans.":[181]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2022-07-14T00:00:00"}
