{"id":"https://openalex.org/W2942882070","doi":"https://doi.org/10.1109/tits.2019.2905611","title":"A Novel Approach for Big Data Classification and Transportation in Rail Networks","display_name":"A Novel Approach for Big Data Classification and Transportation in Rail Networks","publication_year":2019,"publication_date":"2019-04-29","ids":{"openalex":"https://openalex.org/W2942882070","doi":"https://doi.org/10.1109/tits.2019.2905611","mag":"2942882070"},"language":"en","primary_location":{"id":"doi:10.1109/tits.2019.2905611","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tits.2019.2905611","pdf_url":null,"source":{"id":"https://openalex.org/S144771191","display_name":"IEEE Transactions on Intelligent Transportation Systems","issn_l":"1524-9050","issn":["1524-9050","1558-0016"],"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 Intelligent Transportation Systems","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/A5004071490","display_name":"Mahdi Saki","orcid":"https://orcid.org/0000-0002-9729-7394"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Mahdi Saki","raw_affiliation_strings":["School of Electrical and Data Engineering, University of Technology Sydney, Ultimo, Australia"],"raw_orcid":"https://orcid.org/0000-0002-9729-7394","affiliations":[{"raw_affiliation_string":"School of Electrical and Data Engineering, University of Technology Sydney, Ultimo, Australia","institution_ids":["https://openalex.org/I114017466"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005601606","display_name":"Mehran Abolhasan","orcid":"https://orcid.org/0000-0002-4282-6666"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Mehran Abolhasan","raw_affiliation_strings":["School of Electrical and Data Engineering, University of Technology Sydney, Ultimo, Australia"],"raw_orcid":"https://orcid.org/0000-0002-4282-6666","affiliations":[{"raw_affiliation_string":"School of Electrical and Data Engineering, University of Technology Sydney, Ultimo, Australia","institution_ids":["https://openalex.org/I114017466"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084210670","display_name":"Justin Lipman","orcid":"https://orcid.org/0000-0003-2877-1168"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Justin Lipman","raw_affiliation_strings":["School of Electrical and Data Engineering, University of Technology Sydney, Ultimo, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical and Data Engineering, University of Technology Sydney, Ultimo, Australia","institution_ids":["https://openalex.org/I114017466"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I114017466"],"apc_list":null,"apc_paid":null,"fwci":4.7118,"has_fulltext":false,"cited_by_count":40,"citation_normalized_percentile":{"value":0.95308151,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"21","issue":"3","first_page":"1239","last_page":"1249"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10986","display_name":"RFID technology advancements","score":0.9822999835014343,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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/T10986","display_name":"RFID technology advancements","score":0.9822999835014343,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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/T11568","display_name":"Railway Systems and Energy Efficiency","score":0.9819999933242798,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T12371","display_name":"Electrical Contact Performance and Analysis","score":0.9639000296592712,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical Engineering"},"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/train","display_name":"Train","score":0.7379010319709778},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6400549411773682},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.5662190318107605},{"id":"https://openalex.org/keywords/data-transmission","display_name":"Data transmission","score":0.5372004508972168},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.5171410441398621},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.48651450872421265},{"id":"https://openalex.org/keywords/intelligent-transportation-system","display_name":"Intelligent transportation system","score":0.46399471163749695},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.43759748339653015},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.4356086552143097},{"id":"https://openalex.org/keywords/data-processing","display_name":"Data processing","score":0.4326953589916229},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.43231427669525146},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.4281628727912903},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.34674328565597534},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.31808435916900635},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2013041377067566},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.19327253103256226},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.16725575923919678},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.14747095108032227},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.11727145314216614}],"concepts":[{"id":"https://openalex.org/C190839683","wikidata":"https://www.wikidata.org/wiki/Q2448197","display_name":"Train","level":2,"score":0.7379010319709778},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6400549411773682},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.5662190318107605},{"id":"https://openalex.org/C557945733","wikidata":"https://www.wikidata.org/wiki/Q389772","display_name":"Data transmission","level":2,"score":0.5372004508972168},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.5171410441398621},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.48651450872421265},{"id":"https://openalex.org/C47796450","wikidata":"https://www.wikidata.org/wiki/Q508378","display_name":"Intelligent transportation system","level":2,"score":0.46399471163749695},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.43759748339653015},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.4356086552143097},{"id":"https://openalex.org/C138827492","wikidata":"https://www.wikidata.org/wiki/Q6661985","display_name":"Data processing","level":2,"score":0.4326953589916229},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.43231427669525146},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.4281628727912903},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.34674328565597534},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.31808435916900635},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2013041377067566},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.19327253103256226},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.16725575923919678},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.14747095108032227},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.11727145314216614},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tits.2019.2905611","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tits.2019.2905611","pdf_url":null,"source":{"id":"https://openalex.org/S144771191","display_name":"IEEE Transactions on Intelligent Transportation Systems","issn_l":"1524-9050","issn":["1524-9050","1558-0016"],"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 Intelligent Transportation Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G385124881","display_name":null,"funder_award_id":"R3.7.1","funder_id":"https://openalex.org/F4320320967","funder_display_name":"University of Technology Sydney"}],"funders":[{"id":"https://openalex.org/F4320320967","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":46,"referenced_works":["https://openalex.org/W1130761448","https://openalex.org/W1487373113","https://openalex.org/W1605077306","https://openalex.org/W1864680547","https://openalex.org/W1871868766","https://openalex.org/W1906224694","https://openalex.org/W1966732442","https://openalex.org/W1974225813","https://openalex.org/W1981433115","https://openalex.org/W1991858203","https://openalex.org/W2000618191","https://openalex.org/W2019505419","https://openalex.org/W2035912441","https://openalex.org/W2036439084","https://openalex.org/W2069286190","https://openalex.org/W2071137961","https://openalex.org/W2104992654","https://openalex.org/W2115771217","https://openalex.org/W2145099675","https://openalex.org/W2152319761","https://openalex.org/W2188842199","https://openalex.org/W2230524333","https://openalex.org/W2261525379","https://openalex.org/W2291159204","https://openalex.org/W2295600758","https://openalex.org/W2296744418","https://openalex.org/W2303085036","https://openalex.org/W2340896621","https://openalex.org/W2350179566","https://openalex.org/W2353007420","https://openalex.org/W2508720818","https://openalex.org/W2525862068","https://openalex.org/W2536338527","https://openalex.org/W2560816724","https://openalex.org/W2581562428","https://openalex.org/W2593816511","https://openalex.org/W2732499510","https://openalex.org/W2753786546","https://openalex.org/W2773528658","https://openalex.org/W2794204271","https://openalex.org/W2795885355","https://openalex.org/W2802508687","https://openalex.org/W2909238763","https://openalex.org/W2914898463","https://openalex.org/W6750284054","https://openalex.org/W6758076947"],"related_works":["https://openalex.org/W618248309","https://openalex.org/W2377336366","https://openalex.org/W1568097102","https://openalex.org/W4390419160","https://openalex.org/W1601203902","https://openalex.org/W2075798043","https://openalex.org/W2102464536","https://openalex.org/W4225671779","https://openalex.org/W2361332776","https://openalex.org/W2248934910"],"abstract_inverted_index":{"This":[0],"paper":[1],"introduces":[2],"a":[3,29,49,78],"new":[4],"framework":[5],"into":[6,40],"future":[7],"data-driven":[8],"railway":[9,68],"condition":[10],"monitoring":[11],"systems":[12],"(RCM).":[13],"For":[14,71],"this":[15],"purpose,":[16],"we":[17,76],"have":[18],"proposed":[19,107],"an":[20],"edge":[21],"processing":[22],"unit":[23,52],"that":[24,33,82,92],"includes":[25],"two":[26],"main":[27],"parts:":[28],"data":[30,39,42,46,50,66,89,96,115],"classification":[31],"model":[32],"classifies":[34],"Internet":[35],"of":[36,58,74,88,105],"Things":[37],"(IoT)":[38],"maintenance-critical":[41],"(MCD)":[43],"and":[44,48],"maintenance-non-critical":[45],"(MNCD)":[47],"transmission":[51,73],"that,":[53],"based":[54],"on":[55],"the":[56,72],"class":[57],"data,":[59],"employs":[60,83],"appropriate":[61],"communication":[62],"methods":[63],"to":[64,67],"transmit":[65],"control":[69],"centers.":[70],"MNCD,":[75],"propose":[77],"travel":[79],"pattern":[80],"method":[81],"train":[84],"stations":[85],"as":[86,97,99],"points":[87],"offloading":[90],"so":[91],"trains":[93],"can":[94],"deliver":[95],"well":[98],"passengers":[100],"at":[101],"stations.":[102],"The":[103],"performance":[104],"our":[106],"solution":[108],"is":[109],"successfully":[110],"validated":[111],"via":[112],"three":[113],"various":[114],"sets":[116],"under":[117],"different":[118],"operating":[119],"conditions.":[120]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":11},{"year":2020,"cited_by_count":6}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
