{"id":"https://openalex.org/W1998171819","doi":"https://doi.org/10.3390/s120709476","title":"A Bayesian Framework for the Automated Online Assessment of Sensor Data Quality","display_name":"A Bayesian Framework for the Automated Online Assessment of Sensor Data Quality","publication_year":2012,"publication_date":"2012-07-11","ids":{"openalex":"https://openalex.org/W1998171819","doi":"https://doi.org/10.3390/s120709476","mag":"1998171819","pmid":"https://pubmed.ncbi.nlm.nih.gov/23012554"},"language":"en","primary_location":{"id":"doi:10.3390/s120709476","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s120709476","pdf_url":"https://www.mdpi.com/1424-8220/12/7/9476/pdf?version=1403317876","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"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":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/12/7/9476/pdf?version=1403317876","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5081269012","display_name":"Daniel Smith","orcid":"https://orcid.org/0000-0001-9983-095X"},"institutions":[{"id":"https://openalex.org/I1281210470","display_name":"CSIRO Oceans and Atmosphere","ror":"https://ror.org/026nh4520","country_code":"AU","type":"facility","lineage":["https://openalex.org/I1281210470","https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Daniel Smith","raw_affiliation_strings":["Intelligent Sensing and System Laboratory (ISSL), Commonwealth Science and Industrial Research Organisation (CSIRO), CSIRO Marine and Atmospheric Laboratories, Castray Esplanade, Hobart 7001, Australia"],"affiliations":[{"raw_affiliation_string":"Intelligent Sensing and System Laboratory (ISSL), Commonwealth Science and Industrial Research Organisation (CSIRO), CSIRO Marine and Atmospheric Laboratories, Castray Esplanade, Hobart 7001, Australia","institution_ids":["https://openalex.org/I1281210470"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054252457","display_name":"Greg Timms","orcid":"https://orcid.org/0000-0001-5289-2619"},"institutions":[{"id":"https://openalex.org/I1281210470","display_name":"CSIRO Oceans and Atmosphere","ror":"https://ror.org/026nh4520","country_code":"AU","type":"facility","lineage":["https://openalex.org/I1281210470","https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Greg Timms","raw_affiliation_strings":["Intelligent Sensing and System Laboratory (ISSL), Commonwealth Science and Industrial Research Organisation (CSIRO), CSIRO Marine and Atmospheric Laboratories, Castray Esplanade, Hobart 7001, Australia"],"affiliations":[{"raw_affiliation_string":"Intelligent Sensing and System Laboratory (ISSL), Commonwealth Science and Industrial Research Organisation (CSIRO), CSIRO Marine and Atmospheric Laboratories, Castray Esplanade, Hobart 7001, Australia","institution_ids":["https://openalex.org/I1281210470"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042370700","display_name":"Paulo de Souza","orcid":"https://orcid.org/0000-0002-0091-8925"},"institutions":[{"id":"https://openalex.org/I129801699","display_name":"University of Tasmania","ror":"https://ror.org/01nfmeh72","country_code":"AU","type":"education","lineage":["https://openalex.org/I129801699"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Paulo De Souza","raw_affiliation_strings":["Human Interface Technology Laboratory, University of Tasmania, Launceston 7250, Australia"],"affiliations":[{"raw_affiliation_string":"Human Interface Technology Laboratory, University of Tasmania, Launceston 7250, Australia","institution_ids":["https://openalex.org/I129801699"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064885417","display_name":"Claire D\u2019Este","orcid":null},"institutions":[{"id":"https://openalex.org/I1281210470","display_name":"CSIRO Oceans and Atmosphere","ror":"https://ror.org/026nh4520","country_code":"AU","type":"facility","lineage":["https://openalex.org/I1281210470","https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Claire D\u2019Este","raw_affiliation_strings":["Intelligent Sensing and System Laboratory (ISSL), Commonwealth Science and Industrial Research Organisation (CSIRO), CSIRO Marine and Atmospheric Laboratories, Castray Esplanade, Hobart 7001, Australia"],"affiliations":[{"raw_affiliation_string":"Intelligent Sensing and System Laboratory (ISSL), Commonwealth Science and Industrial Research Organisation (CSIRO), CSIRO Marine and Atmospheric Laboratories, Castray Esplanade, Hobart 7001, Australia","institution_ids":["https://openalex.org/I1281210470"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5081269012"],"corresponding_institution_ids":["https://openalex.org/I1281210470"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":5.1135,"has_fulltext":true,"cited_by_count":28,"citation_normalized_percentile":{"value":0.94909384,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"12","issue":"7","first_page":"9476","last_page":"9501"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9970999956130981,"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"}},"topics":[{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9970999956130981,"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/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9785000085830688,"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"}},{"id":"https://openalex.org/T10711","display_name":"Target Tracking and Data Fusion in Sensor Networks","score":0.9480999708175659,"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/dynamic-bayesian-network","display_name":"Dynamic Bayesian network","score":0.7986619472503662},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.6957179307937622},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.6264752745628357},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6011834144592285},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5898642539978027},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.5759905576705933},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5134233236312866},{"id":"https://openalex.org/keywords/data-quality","display_name":"Data quality","score":0.43972644209861755},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.427891343832016},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4278287887573242},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.42656466364860535},{"id":"https://openalex.org/keywords/bayesian-network","display_name":"Bayesian network","score":0.4242748022079468},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.24106690287590027}],"concepts":[{"id":"https://openalex.org/C82142266","wikidata":"https://www.wikidata.org/wiki/Q3456604","display_name":"Dynamic Bayesian network","level":3,"score":0.7986619472503662},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.6957179307937622},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.6264752745628357},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6011834144592285},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5898642539978027},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.5759905576705933},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5134233236312866},{"id":"https://openalex.org/C24756922","wikidata":"https://www.wikidata.org/wiki/Q1757694","display_name":"Data quality","level":3,"score":0.43972644209861755},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.427891343832016},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4278287887573242},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.42656466364860535},{"id":"https://openalex.org/C33724603","wikidata":"https://www.wikidata.org/wiki/Q812540","display_name":"Bayesian network","level":2,"score":0.4242748022079468},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.24106690287590027},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":7,"locations":[{"id":"doi:10.3390/s120709476","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s120709476","pdf_url":"https://www.mdpi.com/1424-8220/12/7/9476/pdf?version=1403317876","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"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":"Sensors","raw_type":"journal-article"},{"id":"pmid:23012554","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/23012554","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:ecite.utas.edu.au:78644","is_oa":true,"landing_page_url":"http://ecite.utas.edu.au/78644","pdf_url":null,"source":{"id":"https://openalex.org/S4306401569","display_name":"eCite Digital Repository (University of Tasmania)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I129801699","host_organization_name":"University of Tasmania","host_organization_lineage":["https://openalex.org/I129801699"],"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":"Refereed Article"},{"id":"pmh:oai:doaj.org/article:c59752f62f1848fab6bda3435ba9f468","is_oa":true,"landing_page_url":"https://doaj.org/article/c59752f62f1848fab6bda3435ba9f468","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 12, Iss 7, Pp 9476-9501 (2012)","raw_type":"article"},{"id":"pmh:oai:europepmc.org:2449913","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/3444112","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"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":null,"raw_type":"Text"},{"id":"pmh:oai:figshare.com:article/22891835","is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/A_Bayesian_framework_for_the_automated_online_assessment_of_sensor_data_quality/22891835","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"},{"id":"pmh:oai:mdpi.com:/1424-8220/12/7/9476/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s120709476","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"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":"Sensors; Volume 12; Issue 7; Pages: 9476-9501","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s120709476","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s120709476","pdf_url":"https://www.mdpi.com/1424-8220/12/7/9476/pdf?version=1403317876","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"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":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Life below water","id":"https://metadata.un.org/sdg/14","score":0.8600000143051147}],"awards":[],"funders":[{"id":"https://openalex.org/F4320315885","display_name":"Australian Government","ror":"https://ror.org/0314h5y94"},{"id":"https://openalex.org/F4320320386","display_name":"Commonwealth Scientific and Industrial Research Organisation","ror":"https://ror.org/03qn8fb07"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1998171819.pdf","grobid_xml":"https://content.openalex.org/works/W1998171819.grobid-xml"},"referenced_works_count":44,"referenced_works":["https://openalex.org/W134561790","https://openalex.org/W140330408","https://openalex.org/W619172442","https://openalex.org/W1521696014","https://openalex.org/W1525203778","https://openalex.org/W1542232096","https://openalex.org/W1550684120","https://openalex.org/W1619215523","https://openalex.org/W1698617464","https://openalex.org/W1758058526","https://openalex.org/W1965606617","https://openalex.org/W2003827925","https://openalex.org/W2011233235","https://openalex.org/W2020294948","https://openalex.org/W2029374939","https://openalex.org/W2037484226","https://openalex.org/W2096172015","https://openalex.org/W2096456405","https://openalex.org/W2097688288","https://openalex.org/W2106606334","https://openalex.org/W2110575115","https://openalex.org/W2119852072","https://openalex.org/W2122053769","https://openalex.org/W2122642307","https://openalex.org/W2127851808","https://openalex.org/W2142389954","https://openalex.org/W2149129787","https://openalex.org/W2150015649","https://openalex.org/W2155189093","https://openalex.org/W2162179246","https://openalex.org/W2165959773","https://openalex.org/W2170674995","https://openalex.org/W2293848665","https://openalex.org/W2397866408","https://openalex.org/W2404455406","https://openalex.org/W2585006045","https://openalex.org/W2912194352","https://openalex.org/W4211186322","https://openalex.org/W4251733565","https://openalex.org/W4256617328","https://openalex.org/W4285719527","https://openalex.org/W6605648675","https://openalex.org/W6632391873","https://openalex.org/W6653115052"],"related_works":["https://openalex.org/W96612179","https://openalex.org/W2578973671","https://openalex.org/W2215058820","https://openalex.org/W2945000716","https://openalex.org/W2097663773","https://openalex.org/W1602184117","https://openalex.org/W2564827943","https://openalex.org/W2511198839","https://openalex.org/W1966557338","https://openalex.org/W2366931106"],"abstract_inverted_index":{"Online":[0],"automated":[1],"quality":[2,27,47,73],"assessment":[3],"is":[4,22,39],"critical":[5],"to":[6,24,43,81,108,127],"determine":[7],"a":[8,40,79,92,110,128],"sensor's":[9],"fitness":[10],"for":[11,91],"purpose":[12],"in":[13,78,101,115],"real-time":[14],"applications.":[15],"A":[16],"Dynamic":[17],"Bayesian":[18],"Network":[19],"(DBN)":[20],"framework":[21,42],"proposed":[23],"produce":[25],"probabilistic":[26],"assessments":[28],"and":[29,49,75,98],"represent":[30,44],"the":[31,45,61,69,117],"uncertainty":[32,83],"of":[33,52,85,96],"sequentially":[34],"correlated":[35],"sensor":[36,54],"readings.":[37],"This":[38],"novel":[41],"causes,":[46],"state":[48],"observed":[50],"effects":[51],"individual":[53],"errors":[55],"without":[56],"imposing":[57],"any":[58],"constraints":[59],"upon":[60],"physical":[62],"deployment":[63,95],"or":[64],"measured":[65],"phenomenon.":[66],"It":[67],"represents":[68],"casual":[70],"relationship":[71],"between":[72],"tests":[74],"combines":[76],"them":[77],"way":[80],"generate":[82],"estimates":[84],"samples.":[86],"The":[87,104],"DBN":[88,105],"was":[89,106],"implemented":[90],"particular":[93],"marine":[94],"temperature":[97],"conductivity":[99],"sensors":[100],"Hobart,":[102],"Australia.":[103],"shown":[107],"offer":[109],"substantial":[111],"average":[112],"improvement":[113],"(34%)":[114],"replicating":[116],"error":[118],"bars":[119],"that":[120],"were":[121],"generated":[122],"by":[123],"experts":[124],"when":[125],"compared":[126],"fuzzy":[129],"logic":[130],"approach.":[131]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":4}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}