{"id":"https://openalex.org/W2010707686","doi":"https://doi.org/10.1080/0951192x.2014.1002810","title":"An integrated support vector regression\u2013imperialist competitive algorithm for reliability estimation of a shearing machine","display_name":"An integrated support vector regression\u2013imperialist competitive algorithm for reliability estimation of a shearing machine","publication_year":2015,"publication_date":"2015-01-27","ids":{"openalex":"https://openalex.org/W2010707686","doi":"https://doi.org/10.1080/0951192x.2014.1002810","mag":"2010707686"},"language":"en","primary_location":{"id":"doi:10.1080/0951192x.2014.1002810","is_oa":false,"landing_page_url":"https://doi.org/10.1080/0951192x.2014.1002810","pdf_url":null,"source":{"id":"https://openalex.org/S57062392","display_name":"International Journal of Computer Integrated Manufacturing","issn_l":"0951-192X","issn":["0951-192X","1362-3052"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computer Integrated Manufacturing","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/A5017029449","display_name":"A. Azadeh","orcid":"https://orcid.org/0000-0002-1685-3257"},"institutions":[{"id":"https://openalex.org/I23946033","display_name":"University of Tehran","ror":"https://ror.org/05vf56z40","country_code":"IR","type":"education","lineage":["https://openalex.org/I23946033"]}],"countries":["IR"],"is_corresponding":true,"raw_author_name":"Ali Azadeh","raw_affiliation_strings":["School of Industrial Engineering and Center of Excellence for Intelligent Based Experimental Mechanic, College of Engineering, University of Tehran, Tehran, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Industrial Engineering and Center of Excellence for Intelligent Based Experimental Mechanic, College of Engineering, University of Tehran, Tehran, Iran","institution_ids":["https://openalex.org/I23946033"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042676589","display_name":"Javad Seif","orcid":"https://orcid.org/0000-0002-1592-2740"},"institutions":[{"id":"https://openalex.org/I23946033","display_name":"University of Tehran","ror":"https://ror.org/05vf56z40","country_code":"IR","type":"education","lineage":["https://openalex.org/I23946033"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Javad Seif","raw_affiliation_strings":["School of Industrial Engineering and Center of Excellence for Intelligent Based Experimental Mechanic, College of Engineering, University of Tehran, Tehran, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Industrial Engineering and Center of Excellence for Intelligent Based Experimental Mechanic, College of Engineering, University of Tehran, Tehran, Iran","institution_ids":["https://openalex.org/I23946033"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066667649","display_name":"Mohammad Sheikhalishahi","orcid":"https://orcid.org/0000-0002-4134-9263"},"institutions":[{"id":"https://openalex.org/I23946033","display_name":"University of Tehran","ror":"https://ror.org/05vf56z40","country_code":"IR","type":"education","lineage":["https://openalex.org/I23946033"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Mohammad Sheikhalishahi","raw_affiliation_strings":["School of Industrial Engineering and Center of Excellence for Intelligent Based Experimental Mechanic, College of Engineering, University of Tehran, Tehran, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Industrial Engineering and Center of Excellence for Intelligent Based Experimental Mechanic, College of Engineering, University of Tehran, Tehran, Iran","institution_ids":["https://openalex.org/I23946033"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006539485","display_name":"Maziar Yazdani","orcid":"https://orcid.org/0000-0001-9462-5439"},"institutions":[{"id":"https://openalex.org/I23946033","display_name":"University of Tehran","ror":"https://ror.org/05vf56z40","country_code":"IR","type":"education","lineage":["https://openalex.org/I23946033"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Maziyar Yazdani","raw_affiliation_strings":["School of Industrial Engineering and Center of Excellence for Intelligent Based Experimental Mechanic, College of Engineering, University of Tehran, Tehran, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Industrial Engineering and Center of Excellence for Intelligent Based Experimental Mechanic, College of Engineering, University of Tehran, Tehran, Iran","institution_ids":["https://openalex.org/I23946033"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5017029449"],"corresponding_institution_ids":["https://openalex.org/I23946033"],"apc_list":null,"apc_paid":null,"fwci":6.3942,"has_fulltext":false,"cited_by_count":49,"citation_normalized_percentile":{"value":0.9537177,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"9"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10780","display_name":"Reliability and Maintenance Optimization","score":0.9993000030517578,"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"}},"topics":[{"id":"https://openalex.org/T10780","display_name":"Reliability and Maintenance Optimization","score":0.9993000030517578,"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/T10968","display_name":"Statistical Distribution Estimation and Applications","score":0.9954000115394592,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11941","display_name":"Power System Reliability and Maintenance","score":0.9872000217437744,"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/support-vector-machine","display_name":"Support vector machine","score":0.6978040337562561},{"id":"https://openalex.org/keywords/shearing","display_name":"Shearing (physics)","score":0.6768247485160828},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.5917540788650513},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.5675871968269348},{"id":"https://openalex.org/keywords/imperialist-competitive-algorithm","display_name":"Imperialist competitive algorithm","score":0.5643188953399658},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4969475567340851},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4747626781463623},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4493463933467865},{"id":"https://openalex.org/keywords/regression-analysis","display_name":"Regression analysis","score":0.44065237045288086},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3686911463737488},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3311353921890259},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.30598729848861694},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.26923292875289917},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.259155809879303},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.11041456460952759},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.08551785349845886}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6978040337562561},{"id":"https://openalex.org/C152279782","wikidata":"https://www.wikidata.org/wiki/Q13583542","display_name":"Shearing (physics)","level":2,"score":0.6768247485160828},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.5917540788650513},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.5675871968269348},{"id":"https://openalex.org/C101219045","wikidata":"https://www.wikidata.org/wiki/Q10859646","display_name":"Imperialist competitive algorithm","level":4,"score":0.5643188953399658},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4969475567340851},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4747626781463623},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4493463933467865},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.44065237045288086},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3686911463737488},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3311353921890259},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.30598729848861694},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.26923292875289917},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.259155809879303},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.11041456460952759},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.08551785349845886},{"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/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C122357587","wikidata":"https://www.wikidata.org/wiki/Q6934508","display_name":"Multi-swarm optimization","level":3,"score":0.0},{"id":"https://openalex.org/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/0951192x.2014.1002810","is_oa":false,"landing_page_url":"https://doi.org/10.1080/0951192x.2014.1002810","pdf_url":null,"source":{"id":"https://openalex.org/S57062392","display_name":"International Journal of Computer Integrated Manufacturing","issn_l":"0951-192X","issn":["0951-192X","1362-3052"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computer Integrated Manufacturing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322243","display_name":"Iran National Science Foundation","ror":"https://ror.org/03sr1ma14"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W1560724230","https://openalex.org/W1563088657","https://openalex.org/W1595305295","https://openalex.org/W1797539709","https://openalex.org/W1968590420","https://openalex.org/W1997747134","https://openalex.org/W2015812336","https://openalex.org/W2016113598","https://openalex.org/W2016864600","https://openalex.org/W2018461777","https://openalex.org/W2020832745","https://openalex.org/W2030978108","https://openalex.org/W2032765016","https://openalex.org/W2033011996","https://openalex.org/W2034734642","https://openalex.org/W2042026165","https://openalex.org/W2045469795","https://openalex.org/W2047627188","https://openalex.org/W2058628428","https://openalex.org/W2067582691","https://openalex.org/W2088023283","https://openalex.org/W2090785896","https://openalex.org/W2092673937","https://openalex.org/W2126084135","https://openalex.org/W2139386984","https://openalex.org/W2140494000","https://openalex.org/W2144556677","https://openalex.org/W2149541376","https://openalex.org/W2151669208","https://openalex.org/W2156848120","https://openalex.org/W2156909104","https://openalex.org/W2172064003","https://openalex.org/W2174647409","https://openalex.org/W2322524800","https://openalex.org/W2395907479","https://openalex.org/W2479224257","https://openalex.org/W2556796235","https://openalex.org/W2795444554","https://openalex.org/W3144619878","https://openalex.org/W4249311238","https://openalex.org/W4293860453","https://openalex.org/W4312787320"],"related_works":["https://openalex.org/W2378211422","https://openalex.org/W2135912799","https://openalex.org/W2745001401","https://openalex.org/W4321353415","https://openalex.org/W2130974462","https://openalex.org/W972276598","https://openalex.org/W4246352526","https://openalex.org/W2028665553","https://openalex.org/W4230315250","https://openalex.org/W2086519370"],"abstract_inverted_index":{"In":[0],"this":[1],"study,":[2],"a":[3,38,57,72],"support":[4],"vector":[5],"regression":[6],"(SVR)":[7],"model":[8,31,47,104],"is":[9,18,32,54,70,87],"developed":[10],"for":[11,20,94],"reliability":[12,95],"estimation.":[13],"An":[14],"imperialist":[15],"competitive":[16],"algorithm":[17],"applied":[19],"selecting":[21],"the":[22,45,51,80,84,91,102],"SVR":[23],"parameters":[24],"such":[25],"as":[26],"\u2201,":[27],".":[28],"The":[29,97],"proposed":[30,46,103],"validated":[33],"by":[34],"applying":[35],"it":[36],"to":[37,50,89],"benchmark":[39],"data":[40,52,78],"set.":[41],"Satisfactory":[42],"performance":[43],"of":[44,77,83],"with":[48],"respect":[49],"set":[53,76],"demonstrated":[55],"through":[56],"comparative":[58],"study.":[59,74],"A":[60,75],"shearing":[61,85],"machine":[62,86],"operating":[63],"at":[64],"an":[65],"electric":[66],"tableau":[67],"manufacturing":[68],"company":[69],"considered":[71],"case":[73],"representing":[79],"time-to-failure":[81],"(TTF)":[82],"used":[88],"calculate":[90],"cumulative":[92],"TTF":[93],"modelling.":[96],"experimental":[98],"results":[99],"indicate":[100],"that":[101],"achieves":[105],"high":[106],"estimation":[107],"accuracy.":[108]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":9},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":3}],"updated_date":"2026-08-15T07:11:24.734988","created_date":"2025-10-10T00:00:00"}
