{"id":"https://openalex.org/W2032261351","doi":"https://doi.org/10.1109/cca.2014.6981574","title":"EventClustering for improved real time input variable selection and data modelling","display_name":"EventClustering for improved real time input variable selection and data modelling","publication_year":2014,"publication_date":"2014-10-01","ids":{"openalex":"https://openalex.org/W2032261351","doi":"https://doi.org/10.1109/cca.2014.6981574","mag":"2032261351"},"language":"en","primary_location":{"id":"doi:10.1109/cca.2014.6981574","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cca.2014.6981574","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE Conference on Control Applications (CCA)","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/A5037937196","display_name":"Morad Danishvar","orcid":"https://orcid.org/0000-0002-7939-9098"},"institutions":[{"id":"https://openalex.org/I59433898","display_name":"Brunel University of London","ror":"https://ror.org/00dn4t376","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I59433898"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Morad Danishvar","raw_affiliation_strings":["School of Engineering and Design, Brunel University, UK","School of Engineering and Design, Brunel University Kingston Lane, UB8 3PH, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering and Design, Brunel University, UK","institution_ids":["https://openalex.org/I59433898"]},{"raw_affiliation_string":"School of Engineering and Design, Brunel University Kingston Lane, UB8 3PH, UK","institution_ids":["https://openalex.org/I59433898"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003699159","display_name":"Alireza Mousavi","orcid":"https://orcid.org/0000-0003-0360-2712"},"institutions":[{"id":"https://openalex.org/I59433898","display_name":"Brunel University of London","ror":"https://ror.org/00dn4t376","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I59433898"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Ali Mousavi","raw_affiliation_strings":["School of Engineering and Design, Brunel University, UK","School of Engineering and Design, Brunel University Kingston Lane, UB8 3PH, The United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering and Design, Brunel University, UK","institution_ids":["https://openalex.org/I59433898"]},{"raw_affiliation_string":"School of Engineering and Design, Brunel University Kingston Lane, UB8 3PH, The United Kingdom","institution_ids":["https://openalex.org/I59433898"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101891374","display_name":"Pedro Sousa","orcid":"https://orcid.org/0000-0002-1425-156X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Pedro Sousa","raw_affiliation_strings":["Acontrol Company, Coimbra, Portugal","Acontrol Company, Parque Empresarial de Eiras, Lote 5, Coimbra, 3020-265, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Acontrol Company, Coimbra, Portugal","institution_ids":[]},{"raw_affiliation_string":"Acontrol Company, Parque Empresarial de Eiras, Lote 5, Coimbra, 3020-265, Portugal","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"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":0.13007284,"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":"1801","last_page":"1806"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11195","display_name":"Simulation Techniques and Applications","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11195","display_name":"Simulation Techniques and Applications","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9972000122070312,"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/T10791","display_name":"Advanced Control Systems Optimization","score":0.9945999979972839,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6469040513038635},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6270838975906372},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.5457512736320496},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5430653691291809},{"id":"https://openalex.org/keywords/variable","display_name":"Variable (mathematics)","score":0.5347743034362793},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.5024142265319824},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.41283920407295227},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.35195159912109375},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.33088743686676025},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.3299293518066406},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2828374207019806},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1764022409915924}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6469040513038635},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6270838975906372},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.5457512736320496},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5430653691291809},{"id":"https://openalex.org/C182365436","wikidata":"https://www.wikidata.org/wiki/Q50701","display_name":"Variable (mathematics)","level":2,"score":0.5347743034362793},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.5024142265319824},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.41283920407295227},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35195159912109375},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.33088743686676025},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.3299293518066406},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2828374207019806},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1764022409915924},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"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/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cca.2014.6981574","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cca.2014.6981574","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE Conference on Control Applications (CCA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1964911647","https://openalex.org/W1975834093","https://openalex.org/W1977700418","https://openalex.org/W1982082281","https://openalex.org/W2004132656","https://openalex.org/W2009463445","https://openalex.org/W2014181466","https://openalex.org/W2016974628","https://openalex.org/W2044264617","https://openalex.org/W2052325226","https://openalex.org/W2101589741","https://openalex.org/W2133924802","https://openalex.org/W2143691970"],"related_works":["https://openalex.org/W2804364458","https://openalex.org/W4298130764","https://openalex.org/W2132641928","https://openalex.org/W2090259340","https://openalex.org/W4310225030","https://openalex.org/W2083665254","https://openalex.org/W2038894244","https://openalex.org/W2096467860","https://openalex.org/W2384495009","https://openalex.org/W4384557449"],"abstract_inverted_index":{"This":[0,130,369],"paper":[1],"proposes":[2],"a":[3,358,448],"unique":[4,133],"and":[5,52,134,155,202,207,218,225,236,240,247,254,305,308,311,331,337,344,374,401,417,433,457],"novel":[6],"approach":[7],"for":[8,200,251,275,513],"real":[9],"time":[10,179],"input":[11,49,187,380,466,492],"variable":[12,188],"selection":[13],"(IVS)":[14],"sensitivity":[15,332],"analysis":[16,333],"(SA)":[17],"applicable":[18],"to":[19,43,61,110,113,269,278,290,303,340,384,464,486,493],"large":[20,206],"scale":[21],"complex":[22,90,208,217,283],"systems.":[23,209,258],"Borrowed":[24],"from":[25,454],"the":[26,37,55,59,65,68,82,93,103,128,140,153,158,160,183,190,198,252,291,327,353,356,363,372,377,415,429,438,442,445,455,460,465,470,479,483,488,494,502,508,515,520,524],"EventTracker":[27],"[1]":[28],"principle":[29,94],"of":[30,32,58,67,85,120,139,157,166,178,185,215,223,233,256,261,298,355,362,379,419,444,459,482,490,501,519,523],"interrelation":[31],"causal":[33],"events,":[34],"it":[35,117],"deploys":[36],"Rank":[38],"Order":[39],"Clustering":[40,421],"(ROC)":[41],"method":[42,195,423],"automatically":[44],"group":[45,167],"every":[46,96],"relevant":[47,170],"system":[48,60,159,264,485],"(e.g.":[50,70],"sensor":[51,304],"actuation)":[53],"within":[54,228,478],"known":[56,230],"boundaries":[57,84,354],"parameters":[62],"that":[63,87,95,123,213,249,326,393,440,468],"define":[64],"state":[66],"systems":[69,91,220,242,284,299,315,339,357],"Performance":[71],"Indicators":[72],"or":[73,99],"status).":[74],"The":[75,136,193,259,272,296,323,451,474,504],"proposed":[76,141,194,328],"event":[77,142,149,329,509],"modelling":[78,422],"technique":[79,145,161,334],"removes":[80],"all":[81],"logical":[83],"isolation":[86,273],"exits":[88],"in":[89,175,205,346,371,409,424,437,447],"with":[92,169,245,317,348],"acquirable":[97],"knowledge":[98,297],"data":[100,381,452,467,505],"(input)":[101],"affects":[102],"output":[104,191],"unless":[105],"proven":[106],"otherwise.":[107],"In":[108,404],"addition":[109],"being":[111],"able":[112],"filter":[114],"unwanted":[115],"data,":[116],"is":[118,132,146,162,212,268,366,511],"capable":[119,165,222],"including":[121],"information":[122,227],"was":[124],"thought":[125],"irrelevant":[126],"at":[127,375],"outset.":[129],"feature":[131],"novel.":[135],"underpinning":[137],"logic":[138],"clustering":[143,330],"(EC)":[144],"building":[147],"an":[148,407],"cause-effect":[150,364],"relationship":[151,365],"between":[152],"inputs":[154,168],"outputs":[156],"not":[163,286],"only":[164],"corresponding":[171],"output,":[172],"but":[173],"also":[174],"short":[176],"spans":[177],"(relative":[180],"real-time)":[181],"measure":[182],"weight":[184],"each":[186,491],"on":[189],"variables.":[192],"will":[196,396],"become":[197,341],"foundation":[199],"control":[201,241,255,263,293,338,400,480],"stability":[203],"operations":[204,443],"Our":[210],"motivation":[211],"components":[214,267],"current":[216],"organised":[219],"are":[221,243],"generating":[224,514],"sharing":[226],"their":[229],"domain":[231],"(network":[232],"interrelated":[234,282],"devices":[235],"systems).":[237],"Normally":[238],"monitoring":[239,253,336],"equipped":[244],"sensors":[246,456],"actuators":[248,458],"allow":[250],"isolable":[257],"purpose":[260],"isolating":[262],"into":[265,398],"smaller":[266],"simplify":[270],"functionality.":[271],"allows":[274,335],"mathematical":[276,388],"solutions":[277],"work.":[279],"However,":[280],"modern":[281],"do":[285],"necessarily":[287],"lend":[288],"themselves":[289],"classical":[292],"engineering":[294],"solutions.":[295],"has":[300],"improved,":[301],"thanks":[302],"actuation,":[306],"communication":[307],"overall":[309,495],"computer":[310],"electronic":[312],"engineering.":[313],"Such":[314],"combined":[316],"mechanical":[318],"parts":[319],"require":[320],"better":[321,394,399],"models.":[322],"authors":[324],"believe":[325],"more":[342,359],"flexible":[343],"responsive":[345],"dealing":[347],"real-time":[349],"events.":[350],"By":[351],"removing":[352],"accurate":[360],"representation":[361],"thus":[367],"generated.":[368],"improvement":[370],"quality":[373],"times":[376],"quantity":[378],"may":[382,391],"lead":[383],"improved":[385],"higher":[386],"level":[387],"formalism.":[389],"One":[390],"hope":[392],"models":[395],"result":[397],"decision":[402],"making.":[403],"this":[405],"paper,":[406],"experiment":[408],"Cement":[410,449],"Kiln":[411],"operation":[412],"case":[413],"demonstrates":[414],"suitability":[416],"applicability":[418],"Event":[420],"industrial":[425],"applications.":[426],"We":[427],"use":[428],"existing":[430],"Supervisory":[431],"Control":[432],"Data":[434],"Acquisition":[435],"(SCADA)":[436],"plant":[439],"monitors":[441],"Kilns":[446],"factory.":[450],"collected":[453],"production":[461,472],"process":[462],"corresponds":[463],"measures":[469],"kiln's":[471],"rate.":[473],"EventCluster":[475],"algorithm":[476],"resides":[477],"centre":[481],"SCADA":[484],"assess":[487],"contribution":[489],"key":[496],"performance":[497],"indicators":[498],"(kiln":[499],"output)":[500],"process.":[503],"produced":[506],"by":[507],"modellers":[510],"used":[512],"fuzzy":[516,521],"parameters/inference":[517],"rules":[518],"controller":[522],"plant.":[525]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
