{"id":"https://openalex.org/W4403400874","doi":"https://doi.org/10.3390/fi16100371","title":"Multi-Source Data Fusion for Vehicle Maintenance Project Prediction","display_name":"Multi-Source Data Fusion for Vehicle Maintenance Project Prediction","publication_year":2024,"publication_date":"2024-10-14","ids":{"openalex":"https://openalex.org/W4403400874","doi":"https://doi.org/10.3390/fi16100371"},"language":"en","primary_location":{"id":"doi:10.3390/fi16100371","is_oa":true,"landing_page_url":"https://doi.org/10.3390/fi16100371","pdf_url":null,"source":{"id":"https://openalex.org/S34838331","display_name":"Future Internet","issn_l":"1999-5903","issn":["1999-5903"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Future Internet","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.3390/fi16100371","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5057290287","display_name":"Fanghua Chen","orcid":"https://orcid.org/0009-0006-6441-1986"},"institutions":[{"id":"https://openalex.org/I37796252","display_name":"Beijing University of Technology","ror":"https://ror.org/037b1pp87","country_code":"CN","type":"education","lineage":["https://openalex.org/I37796252"]},{"id":"https://openalex.org/I4210127216","display_name":"Ministry of Transport","ror":"https://ror.org/031wq1t38","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210127216"]},{"id":"https://openalex.org/I4210139553","display_name":"Research Institute of Highway","ror":"https://ror.org/0335kqk33","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210127216","https://openalex.org/I4210139553"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Fanghua Chen","raw_affiliation_strings":["Automobile Transportation Research Center, Research Institute of Highway Ministry of Transport, Beijing 100088, China","College of Mechanical and Energy Engineering, Beijing University of Technology, Beijing 100124, China","Key Laboratory of Operation Safety Technology on Transport Vehicles, Research Institute of Highway Ministry of Transport, Beijing 100088, China"],"raw_orcid":"https://orcid.org/0009-0006-6441-1986","affiliations":[{"raw_affiliation_string":"Automobile Transportation Research Center, Research Institute of Highway Ministry of Transport, Beijing 100088, China","institution_ids":["https://openalex.org/I4210139553","https://openalex.org/I4210127216"]},{"raw_affiliation_string":"College of Mechanical and Energy Engineering, Beijing University of Technology, Beijing 100124, China","institution_ids":["https://openalex.org/I37796252"]},{"raw_affiliation_string":"Key Laboratory of Operation Safety Technology on Transport Vehicles, Research Institute of Highway Ministry of Transport, Beijing 100088, China","institution_ids":["https://openalex.org/I4210139553","https://openalex.org/I4210127216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058228128","display_name":"De\u2010Guang Shang","orcid":"https://orcid.org/0000-0002-2217-6774"},"institutions":[{"id":"https://openalex.org/I37796252","display_name":"Beijing University of Technology","ror":"https://ror.org/037b1pp87","country_code":"CN","type":"education","lineage":["https://openalex.org/I37796252"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Deguang Shang","raw_affiliation_strings":["College of Mechanical and Energy Engineering, Beijing University of Technology, Beijing 100124, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Mechanical and Energy Engineering, Beijing University of Technology, Beijing 100124, China","institution_ids":["https://openalex.org/I37796252"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054814122","display_name":"Gang Zhou","orcid":"https://orcid.org/0000-0002-4425-9837"},"institutions":[{"id":"https://openalex.org/I4210127216","display_name":"Ministry of Transport","ror":"https://ror.org/031wq1t38","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210127216"]},{"id":"https://openalex.org/I4210139553","display_name":"Research Institute of Highway","ror":"https://ror.org/0335kqk33","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210127216","https://openalex.org/I4210139553"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Gang Zhou","raw_affiliation_strings":["Automobile Transportation Research Center, Research Institute of Highway Ministry of Transport, Beijing 100088, China","Key Laboratory of Operation Safety Technology on Transport Vehicles, Research Institute of Highway Ministry of Transport, Beijing 100088, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Automobile Transportation Research Center, Research Institute of Highway Ministry of Transport, Beijing 100088, China","institution_ids":["https://openalex.org/I4210139553","https://openalex.org/I4210127216"]},{"raw_affiliation_string":"Key Laboratory of Operation Safety Technology on Transport Vehicles, Research Institute of Highway Ministry of Transport, Beijing 100088, China","institution_ids":["https://openalex.org/I4210139553","https://openalex.org/I4210127216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106776720","display_name":"Ke Ye","orcid":"https://orcid.org/0009-0004-5758-9669"},"institutions":[{"id":"https://openalex.org/I37796252","display_name":"Beijing University of Technology","ror":"https://ror.org/037b1pp87","country_code":"CN","type":"education","lineage":["https://openalex.org/I37796252"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ke Ye","raw_affiliation_strings":["College of Mechanical and Energy Engineering, Beijing University of Technology, Beijing 100124, China"],"raw_orcid":"https://orcid.org/0009-0004-5758-9669","affiliations":[{"raw_affiliation_string":"College of Mechanical and Energy Engineering, Beijing University of Technology, Beijing 100124, China","institution_ids":["https://openalex.org/I37796252"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102764468","display_name":"Guofang Wu","orcid":"https://orcid.org/0000-0002-5815-8594"},"institutions":[{"id":"https://openalex.org/I4210127216","display_name":"Ministry of Transport","ror":"https://ror.org/031wq1t38","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210127216"]},{"id":"https://openalex.org/I4210139553","display_name":"Research Institute of Highway","ror":"https://ror.org/0335kqk33","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210127216","https://openalex.org/I4210139553"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guofang Wu","raw_affiliation_strings":["Automobile Transportation Research Center, Research Institute of Highway Ministry of Transport, Beijing 100088, China","Key Laboratory of Operation Safety Technology on Transport Vehicles, Research Institute of Highway Ministry of Transport, Beijing 100088, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Automobile Transportation Research Center, Research Institute of Highway Ministry of Transport, Beijing 100088, China","institution_ids":["https://openalex.org/I4210139553","https://openalex.org/I4210127216"]},{"raw_affiliation_string":"Key Laboratory of Operation Safety Technology on Transport Vehicles, Research Institute of Highway Ministry of Transport, Beijing 100088, China","institution_ids":["https://openalex.org/I4210139553","https://openalex.org/I4210127216"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5057290287"],"corresponding_institution_ids":["https://openalex.org/I37796252","https://openalex.org/I4210127216","https://openalex.org/I4210139553"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1515},"fwci":1.6893,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.85416897,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"16","issue":"10","first_page":"371","last_page":"371"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9962000250816345,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9962000250816345,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9736999869346619,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.972599983215332,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/computer-science","display_name":"Computer science","score":0.8911799192428589},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.4662111699581146},{"id":"https://openalex.org/keywords/sensor-fusion","display_name":"Sensor fusion","score":0.45336654782295227},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3568679094314575},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.331307977437973},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2628813683986664}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8911799192428589},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.4662111699581146},{"id":"https://openalex.org/C33954974","wikidata":"https://www.wikidata.org/wiki/Q486494","display_name":"Sensor fusion","level":2,"score":0.45336654782295227},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3568679094314575},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.331307977437973},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2628813683986664},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/fi16100371","is_oa":true,"landing_page_url":"https://doi.org/10.3390/fi16100371","pdf_url":null,"source":{"id":"https://openalex.org/S34838331","display_name":"Future Internet","issn_l":"1999-5903","issn":["1999-5903"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Future Internet","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:gam:jftint:v:16:y:2024:i:10:p:371-:d:1498160","is_oa":false,"landing_page_url":"https://www.mdpi.com/1999-5903/16/10/371/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:doaj.org/article:200828f605b5436485f3ce2ef79f9366","is_oa":true,"landing_page_url":"https://doaj.org/article/200828f605b5436485f3ce2ef79f9366","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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Future Internet, Vol 16, Iss 10, p 371 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/fi16100371","is_oa":true,"landing_page_url":"https://doi.org/10.3390/fi16100371","pdf_url":null,"source":{"id":"https://openalex.org/S34838331","display_name":"Future Internet","issn_l":"1999-5903","issn":["1999-5903"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Future Internet","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1498436455","https://openalex.org/W1970436524","https://openalex.org/W2090695035","https://openalex.org/W2110485445","https://openalex.org/W2117014758","https://openalex.org/W2163605009","https://openalex.org/W2517259736","https://openalex.org/W2690721124","https://openalex.org/W2809396336","https://openalex.org/W2889928394","https://openalex.org/W2954731415","https://openalex.org/W2965341826","https://openalex.org/W3011590044","https://openalex.org/W3015536592","https://openalex.org/W3080098168","https://openalex.org/W3080253043","https://openalex.org/W3093573961","https://openalex.org/W3096616940","https://openalex.org/W3114308178","https://openalex.org/W3126320965","https://openalex.org/W3171665133","https://openalex.org/W3198084268","https://openalex.org/W4200635746","https://openalex.org/W4238284510","https://openalex.org/W4379740788","https://openalex.org/W4381612816","https://openalex.org/W4389639188","https://openalex.org/W6657682662","https://openalex.org/W6764463760","https://openalex.org/W6847131596"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2132659060","https://openalex.org/W2031992971","https://openalex.org/W3214791684","https://openalex.org/W2353265673","https://openalex.org/W2031175860","https://openalex.org/W2152662039"],"abstract_inverted_index":{"Ensuring":[0],"road":[1],"safety":[2,79],"is":[3],"heavily":[4],"reliant":[5],"on":[6,42,53,135,161],"the":[7,70,116,128,136,147,165],"effective":[8],"maintenance":[9,15,48,98,112,120,129,180],"of":[10,14,47,74,168],"vehicles.":[11],"Accurate":[12],"predictions":[13,109],"requirements":[16],"can":[17],"substantially":[18],"reduce":[19],"ownership":[20],"costs":[21],"for":[22,110],"vehicle":[23,54,97,102,111,153,156,179],"owners.":[24],"Consequently,":[25],"this":[26,83],"field":[27],"has":[28],"attracted":[29],"increasing":[30],"attention":[31,148],"from":[32],"researchers":[33],"in":[34,177],"recent":[35],"years.":[36],"However,":[37],"existing":[38],"studies":[39],"primarily":[40],"focus":[41],"predicting":[43,178],"a":[44,87,124,141],"limited":[45],"number":[46],"needs,":[49],"predominantly":[50],"based":[51],"solely":[52],"mileage":[55,154],"and":[56,101,155],"driving":[57],"time.":[58],"This":[59],"approach":[60],"often":[61],"falls":[62],"short,":[63],"as":[64],"it":[65],"does":[66],"not":[67],"comprehensively":[68],"monitor":[69],"overall":[71],"health":[72],"condition":[73],"vehicles,":[75],"thus":[76],"posing":[77],"potential":[78],"risks.":[80],"To":[81,114],"address":[82],"issue,":[84],"we":[85,122,139],"propose":[86,140],"deep":[88,142],"fusion":[89,143],"network":[90,144],"model":[91,171],"that":[92,145],"utilizes":[93],"multi-source":[94],"data,":[95,105],"including":[96],"record":[99],"data":[100,163],"base":[103,157],"information":[104],"to":[106,150,173],"provide":[107],"comprehensive":[108],"projects.":[113,181],"capture":[115],"relationships":[117],"among":[118],"various":[119],"projects,":[121],"create":[123],"correlation":[125,137],"representation":[126],"using":[127],"project":[130],"co-occurrence":[131],"matrix.":[132],"Furthermore,":[133],"building":[134],"representation,":[138],"employs":[146],"mechanism":[149],"efficiently":[151],"merge":[152],"information.":[158],"Experiments":[159],"conducted":[160],"real":[162],"demonstrate":[164],"superior":[166],"performance":[167],"our":[169],"proposed":[170],"relative":[172],"competitive":[174],"baseline":[175],"models":[176]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":3}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}