{"id":"https://openalex.org/W2013279725","doi":"https://doi.org/10.1109/icumt.2012.6459652","title":"Remote prognosis, diagnosis and maintenance for automotive architecture based on least squares support vector machine and multiple classifiers","display_name":"Remote prognosis, diagnosis and maintenance for automotive architecture based on least squares support vector machine and multiple classifiers","publication_year":2012,"publication_date":"2012-10-01","ids":{"openalex":"https://openalex.org/W2013279725","doi":"https://doi.org/10.1109/icumt.2012.6459652","mag":"2013279725"},"language":"en","primary_location":{"id":"doi:10.1109/icumt.2012.6459652","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icumt.2012.6459652","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IV International Congress on Ultra Modern Telecommunications and Control Systems","raw_type":"proceedings-article"},"type":"conference-paper","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/A5025551996","display_name":"Mostafa Anwar Taie","orcid":null},"institutions":[{"id":"https://openalex.org/I57629906","display_name":"Nile University","ror":"https://ror.org/03cg7cp61","country_code":"EG","type":"education","lineage":["https://openalex.org/I57629906"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Mostafa Anwar Taie","raw_affiliation_strings":["Center for Informatics Science, Nile University, Cairo, Egypt","Center for Informatics Science, Nile University, Smart Village, Cairo, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Informatics Science, Nile University, Cairo, Egypt","institution_ids":["https://openalex.org/I57629906"]},{"raw_affiliation_string":"Center for Informatics Science, Nile University, Smart Village, Cairo, Egypt","institution_ids":["https://openalex.org/I57629906"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076637369","display_name":"Mohammed Diab","orcid":"https://orcid.org/0000-0002-5743-5190"},"institutions":[{"id":"https://openalex.org/I57629906","display_name":"Nile University","ror":"https://ror.org/03cg7cp61","country_code":"EG","type":"education","lineage":["https://openalex.org/I57629906"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Mohammed Diab","raw_affiliation_strings":["Center for Informatics Science, Nile University, Cairo, Egypt","Center for Informatics Science, Nile University, Smart Village, Cairo, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Informatics Science, Nile University, Cairo, Egypt","institution_ids":["https://openalex.org/I57629906"]},{"raw_affiliation_string":"Center for Informatics Science, Nile University, Smart Village, Cairo, Egypt","institution_ids":["https://openalex.org/I57629906"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012401830","display_name":"Mohamed Elhelw","orcid":"https://orcid.org/0000-0001-8173-816X"},"institutions":[{"id":"https://openalex.org/I57629906","display_name":"Nile University","ror":"https://ror.org/03cg7cp61","country_code":"EG","type":"education","lineage":["https://openalex.org/I57629906"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Mohamed ElHelw","raw_affiliation_strings":["Center for Informatics Science, Nile University, Cairo, Egypt","Center for Informatics Science, Nile University, Smart Village, Cairo, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Informatics Science, Nile University, Cairo, Egypt","institution_ids":["https://openalex.org/I57629906"]},{"raw_affiliation_string":"Center for Informatics Science, Nile University, Smart Village, Cairo, Egypt","institution_ids":["https://openalex.org/I57629906"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I57629906"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"128","last_page":"134"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9980999827384949,"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/T10876","display_name":"Fault Detection and Control Systems","score":0.9980999827384949,"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/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9851999878883362,"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/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9663000106811523,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/prognostics","display_name":"Prognostics","score":0.8919196128845215},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.6609342694282532},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.517850935459137},{"id":"https://openalex.org/keywords/avionics","display_name":"Avionics","score":0.5138176083564758},{"id":"https://openalex.org/keywords/automotive-industry","display_name":"Automotive industry","score":0.4928560256958008},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.49053019285202026},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4672871232032776},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.37431687116622925},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.35606828331947327},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.32277196645736694},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3223114013671875},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.31554871797561646}],"concepts":[{"id":"https://openalex.org/C129364497","wikidata":"https://www.wikidata.org/wiki/Q3042561","display_name":"Prognostics","level":2,"score":0.8919196128845215},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6609342694282532},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.517850935459137},{"id":"https://openalex.org/C15792166","wikidata":"https://www.wikidata.org/wiki/Q221329","display_name":"Avionics","level":2,"score":0.5138176083564758},{"id":"https://openalex.org/C526921623","wikidata":"https://www.wikidata.org/wiki/Q190117","display_name":"Automotive industry","level":2,"score":0.4928560256958008},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.49053019285202026},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4672871232032776},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.37431687116622925},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.35606828331947327},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.32277196645736694},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3223114013671875},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.31554871797561646},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","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/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icumt.2012.6459652","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icumt.2012.6459652","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IV International Congress on Ultra Modern Telecommunications and Control Systems","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.46000000834465027,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W200273209","https://openalex.org/W251992802","https://openalex.org/W1514117095","https://openalex.org/W1569411908","https://openalex.org/W2103090355","https://openalex.org/W2128303997","https://openalex.org/W2142125139","https://openalex.org/W2209617656","https://openalex.org/W3149937691","https://openalex.org/W6675365529","https://openalex.org/W6793254489"],"related_works":["https://openalex.org/W2310476526","https://openalex.org/W3213192587","https://openalex.org/W2144291498","https://openalex.org/W2535730979","https://openalex.org/W2370073012","https://openalex.org/W4386567722","https://openalex.org/W2168646784","https://openalex.org/W2030958945","https://openalex.org/W2163629750","https://openalex.org/W1870696793"],"abstract_inverted_index":{"Software":[0],"issues":[1],"related":[2],"to":[3,114,156,167,175,210],"automotive":[4,73],"controls":[5],"account":[6],"for":[7,41,239],"an":[8],"increasingly":[9,27],"large":[10],"percentage":[11],"of":[12,81,110,140,186,203,220],"the":[13,34,82,108,131,134,138,154,157,177,187,217,221,235,240,243],"overall":[14],"vehicles":[15],"recalled.":[16],"To":[17],"alleviate":[18],"this":[19,232],"problem,":[20],"vehicle":[21,35,92,241],"diagnosis":[22,118],"and":[23,44,53,65,76,102,117,144,184,199,206,223,242],"maintenance":[24,89],"systems":[25,58],"are":[26,59,246],"being":[28,37],"performed":[29],"remotely,":[30],"that":[31],"is":[32,36,46,194,208,229],"while":[33],"driven":[38],"without":[39],"need":[40],"factory":[42],"recall":[43],"there":[45],"strong":[47],"consumer":[48],"interest":[49],"in":[50,181,197,231],"Remote":[51],"Diagnosis":[52],"Maintenance":[54],"(RD&M)":[55],"systems.":[56],"Such":[57],"developed":[60],"with":[61],"different":[62],"building":[63],"blocks/elements":[64],"various":[66],"capabilities.":[67],"This":[68],"paper":[69],"presents":[70],"a":[71,171],"novel":[72],"RD&M":[74,94,96,158,168,236],"system":[75,84,106,200],"prognosis":[77,116,132,182],"architecture.":[78],"The":[79,105,161,192,226],"elements":[80],"proposed":[83],"include":[85],"vehicles,":[86],"smart":[87,111,135,244],"phones,":[88],"service":[90,97,159],"centers,":[91,98,101],"manufacturer,":[93],"experts,":[95],"logistics":[99],"carry":[100],"emergency":[103],"centers.":[104],"promotes":[107],"role":[109],"phones":[112],"used":[113,180,195],"run":[115],"tools":[119],"based":[120],"on":[121],"Least":[122],"Squares":[123],"Support":[124],"Vector":[125],"Machine":[126],"(LS-SVM)":[127,193],"multiple":[128],"classifiers.":[129],"During":[130],"phase,":[133],"phone":[136,245],"stores":[137],"history":[139],"any":[141,149],"forecast":[142],"failures":[143],"send":[145],"them,":[146],"only":[147],"if":[148],"failure":[150,173],"already":[151],"occurred":[152],"during":[153],"diagnosis,":[155],"centre.":[160],"later":[162],"will":[163],"then":[164],"forward":[165],"it":[166,207],"experts":[169],"as":[170],"real":[172],"data":[174,179],"improve":[176],"training":[178],"classification":[183],"predication":[185],"remaining":[188],"useful":[189],"life":[190],"(RUL).":[191],"widely":[196],"prognostics":[198],"health":[201],"management":[202],"spacecraft":[204],"in-orbit":[205],"applied":[209,230],"monitor":[211],"spacecraft's":[212],"performance,":[213],"detect":[214],"faults,":[215],"identify":[216],"root":[218],"cause":[219],"fault,":[222],"predict":[224],"RUL.":[225],"same":[227],"approach":[228],"paper.":[233],"Finally,":[234],"software":[237],"architectures":[238],"presented.":[247]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}