{"id":"https://openalex.org/W2128056006","doi":"https://doi.org/10.1109/ijcnn.2010.5596624","title":"Rule-based classification approach for railway wagon health monitoring","display_name":"Rule-based classification approach for railway wagon health monitoring","publication_year":2010,"publication_date":"2010-07-01","ids":{"openalex":"https://openalex.org/W2128056006","doi":"https://doi.org/10.1109/ijcnn.2010.5596624","mag":"2128056006"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2010.5596624","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2010.5596624","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 2010 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://figshare.com/articles/conference_contribution/Rule-based_classification_approach_for_railway_wagon_health_monitoring/13455998","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5033065621","display_name":"GM Shafiullah","orcid":"https://orcid.org/0000-0002-2211-184X"},"institutions":[{"id":"https://openalex.org/I74899385","display_name":"Central Queensland University","ror":"https://ror.org/023q4bk22","country_code":"AU","type":"education","lineage":["https://openalex.org/I74899385"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"G M Shafiullah","raw_affiliation_strings":["College of Engineering and Built Environment, Faculty of Sciences, Engineering and Health, CQ University Australia, QLD, Australia","College of Engineering and Built Environment, Faculty of Sciences, Engineering and Health, CQUniversity, QLD 4702, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Engineering and Built Environment, Faculty of Sciences, Engineering and Health, CQ University Australia, QLD, Australia","institution_ids":["https://openalex.org/I74899385"]},{"raw_affiliation_string":"College of Engineering and Built Environment, Faculty of Sciences, Engineering and Health, CQUniversity, QLD 4702, Australia","institution_ids":["https://openalex.org/I74899385"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100326993","display_name":"A. B. M. Shawkat Ali","orcid":"https://orcid.org/0000-0001-9673-0080"},"institutions":[{"id":"https://openalex.org/I74899385","display_name":"Central Queensland University","ror":"https://ror.org/023q4bk22","country_code":"AU","type":"education","lineage":["https://openalex.org/I74899385"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"A B M Shawkat Ali","raw_affiliation_strings":["School of Computing Sciences, Faculty of Arts, Business, Informatics & Education, CQ University Australia, QLD, Australia","School of Computing Sciences, Faculty of Arts, Business, Informatics & Education, CQUniversity, QLD 4702, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing Sciences, Faculty of Arts, Business, Informatics & Education, CQ University Australia, QLD, Australia","institution_ids":["https://openalex.org/I74899385"]},{"raw_affiliation_string":"School of Computing Sciences, Faculty of Arts, Business, Informatics & Education, CQUniversity, QLD 4702, Australia","institution_ids":["https://openalex.org/I74899385"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102807814","display_name":"Adam Thompson","orcid":"https://orcid.org/0000-0002-4900-9378"},"institutions":[{"id":"https://openalex.org/I74899385","display_name":"Central Queensland University","ror":"https://ror.org/023q4bk22","country_code":"AU","type":"education","lineage":["https://openalex.org/I74899385"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Adam Thompson","raw_affiliation_strings":["College of Engineering & Built Environment, Rockhampton, QLD, Australia","College of Engineering & Built Environment, Faculty of Sciences, Engineering & Health, CQUniversity, Rockhampton, QLD-4702, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Engineering & Built Environment, Rockhampton, QLD, Australia","institution_ids":[]},{"raw_affiliation_string":"College of Engineering & Built Environment, Faculty of Sciences, Engineering & Health, CQUniversity, Rockhampton, QLD-4702, Australia","institution_ids":["https://openalex.org/I74899385"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068430436","display_name":"Peter Wolfs","orcid":"https://orcid.org/0000-0001-7048-1231"},"institutions":[{"id":"https://openalex.org/I205640436","display_name":"Curtin University","ror":"https://ror.org/02n415q13","country_code":"AU","type":"education","lineage":["https://openalex.org/I205640436"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Peter J Wolfs","raw_affiliation_strings":["Electrical and Computer Engineering, Curtin University of Technology, Perth, WA, Australia","Electrical and Computer Engineering, Curtin University of Technology, Perth, Western Westralia 6845, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering, Curtin University of Technology, Perth, WA, Australia","institution_ids":["https://openalex.org/I205640436"]},{"raw_affiliation_string":"Electrical and Computer Engineering, Curtin University of Technology, Perth, Western Westralia 6845, Australia","institution_ids":["https://openalex.org/I205640436"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.17419972,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9733999967575073,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9733999967575073,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T13141","display_name":"Statistical Methods and Applications","score":0.9707000255584717,"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/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9423999786376953,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/c4.5-algorithm","display_name":"C4.5 algorithm","score":0.8383548259735107},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7908840179443359},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.6017946600914001},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5700342655181885},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.511630117893219},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4988725185394287},{"id":"https://openalex.org/keywords/statistical-classification","display_name":"Statistical classification","score":0.45850640535354614},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.42562809586524963},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.24009865522384644},{"id":"https://openalex.org/keywords/naive-bayes-classifier","display_name":"Naive Bayes classifier","score":0.09900197386741638}],"concepts":[{"id":"https://openalex.org/C52003472","wikidata":"https://www.wikidata.org/wiki/Q1022655","display_name":"C4.5 algorithm","level":4,"score":0.8383548259735107},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7908840179443359},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6017946600914001},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5700342655181885},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.511630117893219},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4988725185394287},{"id":"https://openalex.org/C110083411","wikidata":"https://www.wikidata.org/wiki/Q1744628","display_name":"Statistical classification","level":2,"score":0.45850640535354614},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.42562809586524963},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.24009865522384644},{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.09900197386741638}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.1109/ijcnn.2010.5596624","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2010.5596624","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 2010 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"},{"id":"pmh:oai:acquire.cqu.edu.au:cqu:6783","is_oa":false,"landing_page_url":"http://hdl.cqu.edu.au/10018/56506","pdf_url":null,"source":{"id":"https://openalex.org/S4306400635","display_name":"Acquire (CQUniversity)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I74899385","host_organization_name":"Central Queensland University","host_organization_lineage":["https://openalex.org/I74899385"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Shafiullah, G, Ali, A, Thompson, A &amp; Wolfs, P 2010, 'Rule-based classification approach for railway wagon health monitoring' in A Prieto (ed.) 2010 IEEE World Congress on Computational Inteligence (WCCI 2010) July 18-23, Barcelona, Spain, IEEE, USA, pp.1-7, http://dx.doi.org/10.1109/IJCNN.2010.5596624","raw_type":"<dc:type>Conference Paper."},{"id":"pmh:oai:researchrepository.murdoch.edu.au:31865","is_oa":false,"landing_page_url":"https://researchrepository.murdoch.edu.au/id/eprint/31865/","pdf_url":null,"source":{"id":"https://openalex.org/S4306400274","display_name":"Murdoch Research Repository (Murdoch University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I176790772","host_organization_name":"Murdoch University","host_organization_lineage":["https://openalex.org/I176790772"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"  Shafiullah, GM. &lt;https://researchrepository.murdoch.edu.au/view/author/Shafiullah, GM.html&gt;ORCID: 0000-0002-2211-184X &lt;http://orcid.org/0000-0002-2211-184X&gt;, Ali, A.B.M.S., Thompson, A. and Wolfs, P.J.   (2010)  Rule-based classification approach for railway wagon health monitoring.    In: 2010 International Joint Conference on Neural Networks (IJCNN), 18 - 23 July 2010, Barcelona, Spain   ","raw_type":"Conference Paper"},{"id":"pmh:oai:dro.deakin.edu.au:DU:30059196","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306402457","display_name":"Deakin Research Online (Deakin University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I149704539","host_organization_name":"Deakin University","host_organization_lineage":["https://openalex.org/I149704539"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Paper"},{"id":"pmh:oai:espace.curtin.edu.au:20.500.11937/16458","is_oa":false,"landing_page_url":"http://hdl.handle.net/20.500.11937/16458","pdf_url":null,"source":{"id":"https://openalex.org/S4306401790","display_name":"eSpace (Curtin University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205640436","host_organization_name":"Curtin University","host_organization_lineage":["https://openalex.org/I205640436"],"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":"Conference Paper"},{"id":"pmh:oai:figshare.com:article/13455998","is_oa":true,"landing_page_url":"https://figshare.com/articles/conference_contribution/Rule-based_classification_approach_for_railway_wagon_health_monitoring/13455998","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:figshare.com:article/13455998","is_oa":true,"landing_page_url":"https://figshare.com/articles/conference_contribution/Rule-based_classification_approach_for_railway_wagon_health_monitoring/13455998","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.5600000023841858}],"awards":[],"funders":[{"id":"https://openalex.org/F4320320980","display_name":"Central Queensland University","ror":"https://ror.org/023q4bk22"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W159453782","https://openalex.org/W366697495","https://openalex.org/W390771207","https://openalex.org/W1488073448","https://openalex.org/W1489233461","https://openalex.org/W1503705371","https://openalex.org/W1512765044","https://openalex.org/W1534609556","https://openalex.org/W1562997442","https://openalex.org/W1570448133","https://openalex.org/W1700821812","https://openalex.org/W2017337590","https://openalex.org/W2029039291","https://openalex.org/W2067098334","https://openalex.org/W2094766701","https://openalex.org/W2096737765","https://openalex.org/W2104984687","https://openalex.org/W2122379760","https://openalex.org/W2137513322","https://openalex.org/W2142334564","https://openalex.org/W2157017541","https://openalex.org/W2161349318","https://openalex.org/W2947224705","https://openalex.org/W3178236991","https://openalex.org/W4210871965","https://openalex.org/W6606510064","https://openalex.org/W6613359506","https://openalex.org/W6629351254","https://openalex.org/W6630094177","https://openalex.org/W6630902673","https://openalex.org/W6946395000"],"related_works":["https://openalex.org/W4214491888","https://openalex.org/W2313958768","https://openalex.org/W3003508951","https://openalex.org/W2100170134","https://openalex.org/W2363944694","https://openalex.org/W3096006032","https://openalex.org/W2967802456","https://openalex.org/W2807997743","https://openalex.org/W4210628983","https://openalex.org/W2756012949"],"abstract_inverted_index":{"Modern":[0],"machine":[1,45],"learning":[2,46,76,139],"techniques":[3],"have":[4],"encouraged":[5],"interest":[6],"in":[7,84,144],"the":[8,68,71,93,104,108,149],"development":[9],"of":[10,21,70,107],"vehicle":[11],"health":[12],"monitoring":[13,38,59,110],"systems":[14],"that":[15],"ensure":[16],"secure":[17],"and":[18,102,127],"reliable":[19],"operations":[20],"rail":[22],"vehicles.":[23],"In":[24],"an":[25,28],"earlier":[26],"study,":[27],"energy-efficient":[29],"data":[30],"acquisition":[31],"method":[32,77],"was":[33,55],"investigated":[34],"to":[35,87,147],"develop":[36,148],"a":[37,74,89],"system":[39],"for":[40,57,92,135],"railway":[41,58,109],"applications":[42],"using":[43,78,117],"modern":[44],"techniques,":[47],"more":[48,100],"specific":[49],"classification":[50],"algorithms.":[51],"A":[52],"suitable":[53],"classifier":[54,91],"proposed":[56,83],"based":[60],"on":[61],"relative":[62],"weighted":[63],"performance":[64,69,106],"metrics.":[65],"To":[66],"improve":[67],"existing":[72],"approach,":[73],"rule-based":[75],"statistical":[79],"analysis":[80],"has":[81,114,141],"been":[82,115,142],"this":[85,145],"paper":[86],"select":[88],"unique":[90],"same":[94],"application.":[95],"This":[96,112],"selected":[97],"algorithm":[98],"works":[99],"efficiently":[101],"improves":[103],"overall":[105],"systems.":[111],"study":[113,146],"conducted":[116],"six":[118],"classifiers,":[119],"namely":[120],"REPTree,":[121],"J48,":[122],"Decision":[123],"Stump,":[124],"IBK,":[125],"PART":[126],"OneR,":[128],"with":[129],"twenty-five":[130],"datasets.":[131],"The":[132],"Waikato":[133],"Environment":[134],"Knowledge":[136],"Analysis":[137],"(WEKA)":[138],"tool":[140],"used":[143],"prediction":[150],"models.":[151]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2014,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}