{"id":"https://openalex.org/W2393973213","doi":"https://doi.org/10.1007/s10844-016-0427-2","title":"Scalable validation of industrial equipment using a functional DSMS","display_name":"Scalable validation of industrial equipment using a functional DSMS","publication_year":2016,"publication_date":"2016-08-18","ids":{"openalex":"https://openalex.org/W2393973213","doi":"https://doi.org/10.1007/s10844-016-0427-2","mag":"2393973213"},"language":"en","primary_location":{"id":"doi:10.1007/s10844-016-0427-2","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10844-016-0427-2","pdf_url":"https://link.springer.com/content/pdf/10.1007%2Fs10844-016-0427-2.pdf","source":{"id":"https://openalex.org/S36033921","display_name":"Journal of Intelligent Information Systems","issn_l":"0925-9902","issn":["0925-9902","1573-7675"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent Information Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007%2Fs10844-016-0427-2.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100765170","display_name":"Cheng Xu","orcid":"https://orcid.org/0000-0002-0455-2166"},"institutions":[{"id":"https://openalex.org/I123387679","display_name":"Uppsala University","ror":"https://ror.org/048a87296","country_code":"SE","type":"education","lineage":["https://openalex.org/I123387679"]}],"countries":["SE"],"is_corresponding":true,"raw_author_name":"Cheng Xu","raw_affiliation_strings":["Department of Information Technology, Uppsala University, Uppsala, Sweden"],"raw_orcid":"https://orcid.org/0000-0002-0455-2166","affiliations":[{"raw_affiliation_string":"Department of Information Technology, Uppsala University, Uppsala, Sweden","institution_ids":["https://openalex.org/I123387679"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007054947","display_name":"Elisabeth K\u00e4llstr\u00f6m","orcid":null},"institutions":[{"id":"https://openalex.org/I1340210623","display_name":"Volvo (Sweden)","ror":"https://ror.org/05b6ypc36","country_code":"SE","type":"company","lineage":["https://openalex.org/I1340210623"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Elisabeth K\u00e4llstr\u00f6m","raw_affiliation_strings":["Volvo Construction Equipment, Eskilstuna, Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Volvo Construction Equipment, Eskilstuna, Sweden","institution_ids":["https://openalex.org/I1340210623"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018225910","display_name":"Tore Risch","orcid":null},"institutions":[{"id":"https://openalex.org/I123387679","display_name":"Uppsala University","ror":"https://ror.org/048a87296","country_code":"SE","type":"education","lineage":["https://openalex.org/I123387679"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Tore Risch","raw_affiliation_strings":["Department of Information Technology, Uppsala University, Uppsala, Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Technology, Uppsala University, Uppsala, Sweden","institution_ids":["https://openalex.org/I123387679"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085829455","display_name":"John Lindstr\u00f6m","orcid":"https://orcid.org/0000-0002-2356-7830"},"institutions":[{"id":"https://openalex.org/I190632392","display_name":"Lule\u00e5 University of Technology","ror":"https://ror.org/016st3p78","country_code":"SE","type":"education","lineage":["https://openalex.org/I190632392"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"John Lindstr\u00f6m","raw_affiliation_strings":["ProcessIT Innovations, Lule\u00e5 University of Technology, Lule\u00e5, Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ProcessIT Innovations, Lule\u00e5 University of Technology, Lule\u00e5, Sweden","institution_ids":["https://openalex.org/I190632392"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001986639","display_name":"Lars H\u00e5kansson","orcid":"https://orcid.org/0000-0001-7732-1898"},"institutions":[{"id":"https://openalex.org/I52719799","display_name":"Blekinge Institute of Technology","ror":"https://ror.org/0093a8w51","country_code":"SE","type":"education","lineage":["https://openalex.org/I52719799"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Lars H\u00e5kansson","raw_affiliation_strings":["Department of Applied Signal Processing, Blekinge Institute of Technology, Karlskrona, Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Applied Signal Processing, Blekinge Institute of Technology, Karlskrona, Sweden","institution_ids":["https://openalex.org/I52719799"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110007559","display_name":"Jonas Larsson","orcid":null},"institutions":[{"id":"https://openalex.org/I1340210623","display_name":"Volvo (Sweden)","ror":"https://ror.org/05b6ypc36","country_code":"SE","type":"company","lineage":["https://openalex.org/I1340210623"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Jonas Larsson","raw_affiliation_strings":["Volvo Construction Equipment, Eskilstuna, Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Volvo Construction Equipment, Eskilstuna, Sweden","institution_ids":["https://openalex.org/I1340210623"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100765170"],"corresponding_institution_ids":["https://openalex.org/I123387679"],"apc_list":{"value":2490,"currency":"EUR","value_usd":3090},"apc_paid":{"value":2490,"currency":"EUR","value_usd":3090},"fwci":0.0,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.0339454,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"48","issue":"3","first_page":"553","last_page":"577"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9919999837875366,"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":0.9919999837875366,"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/T10317","display_name":"Advanced Database Systems and Queries","score":0.9902999997138977,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T11719","display_name":"Data Quality and Management","score":0.9657999873161316,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8998075723648071},{"id":"https://openalex.org/keywords/loader","display_name":"Loader","score":0.7830106019973755},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.7117530703544617},{"id":"https://openalex.org/keywords/data-stream","display_name":"Data stream","score":0.5165497064590454},{"id":"https://openalex.org/keywords/throughput","display_name":"Throughput","score":0.4972732365131378},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.4690680205821991},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.44375932216644287},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.44022953510284424},{"id":"https://openalex.org/keywords/stream-processing","display_name":"Stream processing","score":0.43596789240837097},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.3364483714103699},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.2606748342514038},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.22125062346458435},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.13694971799850464}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8998075723648071},{"id":"https://openalex.org/C2779041774","wikidata":"https://www.wikidata.org/wiki/Q650550","display_name":"Loader","level":2,"score":0.7830106019973755},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.7117530703544617},{"id":"https://openalex.org/C2778484313","wikidata":"https://www.wikidata.org/wiki/Q1172540","display_name":"Data stream","level":2,"score":0.5165497064590454},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.4972732365131378},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.4690680205821991},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.44375932216644287},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.44022953510284424},{"id":"https://openalex.org/C107027933","wikidata":"https://www.wikidata.org/wiki/Q2006448","display_name":"Stream processing","level":2,"score":0.43596789240837097},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.3364483714103699},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.2606748342514038},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.22125062346458435},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.13694971799850464},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s10844-016-0427-2","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10844-016-0427-2","pdf_url":"https://link.springer.com/content/pdf/10.1007%2Fs10844-016-0427-2.pdf","source":{"id":"https://openalex.org/S36033921","display_name":"Journal of Intelligent Information Systems","issn_l":"0925-9902","issn":["0925-9902","1573-7675"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent Information Systems","raw_type":"journal-article"},{"id":"pmh:oai:DiVA.org:uu-292767","is_oa":true,"landing_page_url":"http://urn.kb.se/resolve?urn=urn:nbn:se:uu:diva-292767","pdf_url":null,"source":{"id":"https://openalex.org/S4306401559","display_name":"KTH Publication Database DiVA (KTH Royal Institute of Technology)","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1007/s10844-016-0427-2","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10844-016-0427-2","pdf_url":"https://link.springer.com/content/pdf/10.1007%2Fs10844-016-0427-2.pdf","source":{"id":"https://openalex.org/S36033921","display_name":"Journal of Intelligent Information Systems","issn_l":"0925-9902","issn":["0925-9902","1573-7675"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent Information Systems","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.4099999964237213,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[{"id":"https://openalex.org/G8077449775","display_name":"SSPI: Skalbar s\u00f6kning av information fr\u00e5n hela produktcykeln","funder_award_id":"RIT08-0041","funder_id":"https://openalex.org/F4320320940","funder_display_name":"Stiftelsen f\u00f6r\u00a0Strategisk Forskning"}],"funders":[{"id":"https://openalex.org/F4320320940","display_name":"Stiftelsen f\u00f6r\u00a0Strategisk Forskning","ror":"https://ror.org/044wr7g58"},{"id":"https://openalex.org/F4320334960","display_name":"Seventh Framework Programme","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2393973213.pdf","grobid_xml":"https://content.openalex.org/works/W2393973213.grobid-xml"},"referenced_works_count":34,"referenced_works":["https://openalex.org/W182475196","https://openalex.org/W1514609852","https://openalex.org/W1883153708","https://openalex.org/W1939364607","https://openalex.org/W1964904001","https://openalex.org/W1969305350","https://openalex.org/W1973664795","https://openalex.org/W1988383234","https://openalex.org/W1989243075","https://openalex.org/W2011388517","https://openalex.org/W2019468755","https://openalex.org/W2030322298","https://openalex.org/W2039841137","https://openalex.org/W2055787172","https://openalex.org/W2065682333","https://openalex.org/W2075118551","https://openalex.org/W2100832675","https://openalex.org/W2112215401","https://openalex.org/W2119632124","https://openalex.org/W2123879611","https://openalex.org/W2126895435","https://openalex.org/W2145431474","https://openalex.org/W2147544162","https://openalex.org/W2149576945","https://openalex.org/W2151575925","https://openalex.org/W2153610999","https://openalex.org/W2155110539","https://openalex.org/W2187500407","https://openalex.org/W2240371008","https://openalex.org/W2259448304","https://openalex.org/W2784645774","https://openalex.org/W2810752253","https://openalex.org/W2994876357","https://openalex.org/W4230692091"],"related_works":["https://openalex.org/W2477853911","https://openalex.org/W2348925352","https://openalex.org/W2320205417","https://openalex.org/W4287703484","https://openalex.org/W2023467816","https://openalex.org/W2767178487","https://openalex.org/W2129136797","https://openalex.org/W5111544","https://openalex.org/W2031720455","https://openalex.org/W2327688014"],"abstract_inverted_index":{"A":[0,18],"stream":[1,52,113],"validation":[2],"system":[3,124],"called":[4],"SVALI":[5,116],"is":[6,131],"developed":[7],"in":[8,35,49,148],"order":[9],"to":[10,25,44,117,123],"continuously":[11],"validate":[12,45],"correct":[13,54],"behavior":[14,56,86],"of":[15,37,84],"industrial":[16],"equipment.":[17],"functional":[19,102],"data":[20,51,80,103],"model":[21,83,104],"allows":[22],"the":[23,32,60,101],"user":[24],"define":[26],"meta-data,":[27],"analyses,":[28],"and":[29,39,105,126],"queries":[30],"about":[31],"monitored":[33],"equipment":[34,55],"terms":[36],"types":[38],"functions.":[40],"Two":[41],"different":[42],"approaches":[43],"that":[46,111],"sensor":[47],"readings":[48],"a":[50,68,82,89,97,134],"indicate":[53],"are":[57,64,75,94],"supported:":[58],"with":[59,72,81,121],"model-and-validate":[61],"approach":[62],"anomalies":[63,74],"detected":[65,76],"based":[66,132],"on":[67,96,133],"physical":[69],"model,":[70],"while":[71],"learn-and-validate":[73],"by":[77],"comparing":[78],"streaming":[79],"normal":[85],"learnt":[87],"during":[88],"training":[90],"period.":[91],"Both":[92],"models":[93],"expressed":[95],"high":[98],"level":[99],"using":[100],"query":[106],"language.":[107],"The":[108,129],"experiments":[109],"show":[110],"parallel":[112],"processing":[114],"enables":[115],"scale":[118],"very":[119],"well":[120],"respect":[122],"throughput":[125],"response":[127],"time.":[128],"paper":[130],"real":[135],"world":[136],"application":[137],"for":[138],"wheel":[139],"loader":[140],"slippage":[141],"detection":[142],"at":[143],"Volvo":[144],"Construction":[145],"Equipment":[146],"implemented":[147],"SVALI.":[149]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-07-02T09:51:11.867554","created_date":"2025-10-10T00:00:00"}