{"id":"https://openalex.org/W2167935488","doi":"https://doi.org/10.1109/tnnls.2014.2303651","title":"A Self-Building and Cluster-Based Cognitive Fault Diagnosis System for Sensor Networks","display_name":"A Self-Building and Cluster-Based Cognitive Fault Diagnosis System for Sensor Networks","publication_year":2014,"publication_date":"2014-04-01","ids":{"openalex":"https://openalex.org/W2167935488","doi":"https://doi.org/10.1109/tnnls.2014.2303651","mag":"2167935488"},"language":"en","primary_location":{"id":"doi:10.1109/tnnls.2014.2303651","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnnls.2014.2303651","pdf_url":null,"source":{"id":"https://openalex.org/S4210175523","display_name":"IEEE Transactions on Neural Networks and Learning Systems","issn_l":"2162-237X","issn":["2162-237X","2162-2388"],"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 Neural Networks and Learning Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/11311/866935","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5005003786","display_name":"Cesare Alippi","orcid":"https://orcid.org/0000-0003-3819-0025"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Cesare Alippi","raw_affiliation_strings":["Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Milan, Italy"],"affiliations":[{"raw_affiliation_string":"Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Milan, Italy","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035547226","display_name":"Manuel Roveri","orcid":"https://orcid.org/0000-0001-7828-7687"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Manuel Roveri","raw_affiliation_strings":["Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Milan, Italy"],"affiliations":[{"raw_affiliation_string":"Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Milan, Italy","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039887680","display_name":"Francesco Trov\u00f2","orcid":"https://orcid.org/0000-0001-5796-7667"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Francesco Trovo","raw_affiliation_strings":["Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Milan, Italy"],"affiliations":[{"raw_affiliation_string":"Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Milan, Italy","institution_ids":["https://openalex.org/I93860229"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5005003786"],"corresponding_institution_ids":["https://openalex.org/I93860229"],"apc_list":null,"apc_paid":null,"fwci":6.5632,"has_fulltext":false,"cited_by_count":31,"citation_normalized_percentile":{"value":0.96710473,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"25","issue":"6","first_page":"1021","last_page":"1032"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9995999932289124,"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":0.9995999932289124,"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/T10320","display_name":"Neural Networks and Applications","score":0.9940000176429749,"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/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9668999910354614,"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/merge","display_name":"Merge (version control)","score":0.6784836053848267},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6702985167503357},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.622441828250885},{"id":"https://openalex.org/keywords/outlier","display_name":"Outlier","score":0.5988032817840576},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5950401425361633},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.5160881876945496},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.4525347352027893},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.44306474924087524},{"id":"https://openalex.org/keywords/fault-detection-and-isolation","display_name":"Fault detection and isolation","score":0.41475948691368103},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.40235015749931335},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.345192551612854},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3203016221523285},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.14231088757514954}],"concepts":[{"id":"https://openalex.org/C197129107","wikidata":"https://www.wikidata.org/wiki/Q1921621","display_name":"Merge (version control)","level":2,"score":0.6784836053848267},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6702985167503357},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.622441828250885},{"id":"https://openalex.org/C79337645","wikidata":"https://www.wikidata.org/wiki/Q779824","display_name":"Outlier","level":2,"score":0.5988032817840576},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5950401425361633},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.5160881876945496},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.4525347352027893},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.44306474924087524},{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.41475948691368103},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.40235015749931335},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.345192551612854},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3203016221523285},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.14231088757514954},{"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/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.0},{"id":"https://openalex.org/C172707124","wikidata":"https://www.wikidata.org/wiki/Q423488","display_name":"Actuator","level":2,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tnnls.2014.2303651","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnnls.2014.2303651","pdf_url":null,"source":{"id":"https://openalex.org/S4210175523","display_name":"IEEE Transactions on Neural Networks and Learning Systems","issn_l":"2162-237X","issn":["2162-237X","2162-2388"],"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 Neural Networks and Learning Systems","raw_type":"journal-article"},{"id":"pmh:oai:re.public.polimi.it:11311/866935","is_oa":true,"landing_page_url":"http://hdl.handle.net/11311/866935","pdf_url":null,"source":{"id":"https://openalex.org/S4306400312","display_name":"Virtual Community of Pathological Anatomy (University of Castilla La Mancha)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79189158","host_organization_name":"University of Castilla-La Mancha","host_organization_lineage":["https://openalex.org/I79189158"],"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":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:re.public.polimi.it:11311/866935","is_oa":true,"landing_page_url":"http://hdl.handle.net/11311/866935","pdf_url":null,"source":{"id":"https://openalex.org/S4306400312","display_name":"Virtual Community of Pathological Anatomy (University of Castilla La Mancha)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79189158","host_organization_name":"University of Castilla-La Mancha","host_organization_lineage":["https://openalex.org/I79189158"],"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":null,"raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2816018216","display_name":null,"funder_award_id":"270428","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G645663373","display_name":null,"funder_award_id":"7th Framework","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":55,"referenced_works":["https://openalex.org/W12277440","https://openalex.org/W43637044","https://openalex.org/W96176178","https://openalex.org/W107286722","https://openalex.org/W325101716","https://openalex.org/W331617744","https://openalex.org/W1257166247","https://openalex.org/W1486890033","https://openalex.org/W1592847587","https://openalex.org/W1673310716","https://openalex.org/W1797076126","https://openalex.org/W1968530169","https://openalex.org/W1972184715","https://openalex.org/W1974971448","https://openalex.org/W1981946045","https://openalex.org/W2007042673","https://openalex.org/W2015874808","https://openalex.org/W2017291581","https://openalex.org/W2023459309","https://openalex.org/W2029476192","https://openalex.org/W2040070030","https://openalex.org/W2055761669","https://openalex.org/W2069051541","https://openalex.org/W2082037543","https://openalex.org/W2085884123","https://openalex.org/W2089820949","https://openalex.org/W2098452437","https://openalex.org/W2105432603","https://openalex.org/W2105832407","https://openalex.org/W2107120784","https://openalex.org/W2107780017","https://openalex.org/W2111072639","https://openalex.org/W2112465475","https://openalex.org/W2117078830","https://openalex.org/W2117849675","https://openalex.org/W2122391539","https://openalex.org/W2134385409","https://openalex.org/W2147129131","https://openalex.org/W2151097342","https://openalex.org/W2154498987","https://openalex.org/W2155728063","https://openalex.org/W2164877242","https://openalex.org/W2165125898","https://openalex.org/W2165232124","https://openalex.org/W2168175751","https://openalex.org/W2171967100","https://openalex.org/W2520654854","https://openalex.org/W3183522126","https://openalex.org/W4239048948","https://openalex.org/W4240691156","https://openalex.org/W4298870207","https://openalex.org/W6600493916","https://openalex.org/W6637131181","https://openalex.org/W6638153256","https://openalex.org/W6798736220"],"related_works":["https://openalex.org/W4234886518","https://openalex.org/W2389591058","https://openalex.org/W2486541857","https://openalex.org/W2382112581","https://openalex.org/W3124036233","https://openalex.org/W2499612753","https://openalex.org/W3111802945","https://openalex.org/W2946096271","https://openalex.org/W2295423552","https://openalex.org/W3107369729"],"abstract_inverted_index":{"Cognitive":[0],"fault":[1,59],"diagnosis":[2,60],"systems":[3,68],"differentiate":[4],"from":[5,24],"more":[6],"traditional":[7],"solutions":[8],"by":[9,65,163],"providing":[10],"online":[11,145],"strategies":[12],"to":[13,44,113,115,132,134,139],"create":[14],"and":[15,19,46],"update":[16],"the":[17,20,34,48,73,91,103,116,135,150,159],"fault-free":[18],"faulty":[21],"classes":[22,127,154],"directly":[23],"incoming":[25,164],"data.":[26,165],"This":[27,53],"aspect":[28],"is":[29,81],"of":[30,50,94,128],"paramount":[31],"relevance":[32],"within":[33],"big":[35],"data":[36],"framework,":[37],"since":[38],"measurements":[39],"are":[40,119,143],"there":[41],"immediately":[42],"processed":[43],"detect":[45],"identify":[47],"upsurge":[49],"potential":[51],"faults.":[52],"paper":[54],"introduces":[55],"a":[56],"novel":[57],"cognitive":[58],"framework":[61,80],"for":[62],"processes":[63],"described":[64],"nonlinear":[66],"dynamic":[67],"that":[69,88],"inspects":[70],"changes":[71],"in":[72,90],"existing":[74,153],"relationships":[75],"among":[76],"sensors.":[77],"The":[78],"proposed":[79],"based":[82],"on":[83,158],"an":[84,140],"evolving":[85],"clustering":[86],"algorithm":[87],"operates":[89],"parameter":[92,106],"space":[93],"time":[95],"invariant":[96],"linear":[97],"models":[98,110],"approximating":[99],"such":[100],"relationships.":[101],"During":[102],"operational":[104],"life,":[105],"vectors":[107],"associated":[108],"with":[109],"thought":[111],"not":[112],"belong":[114],"nominal":[117],"state":[118],"either":[120],"labeled":[121],"as":[122,146],"outlier":[123],"or":[124],"fault.":[125],"New":[126],"faults,":[129],"here":[130],"considered":[131],"propagate":[133],"model":[136],"parameters":[137],"according":[138],"abrupt":[141],"profile,":[142],"created":[144],"they":[147],"appear.":[148],"At":[149],"same":[151],"time,":[152],"can":[155],"merge,":[156],"depending":[157],"information":[160],"content":[161],"carried":[162]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":6},{"year":2016,"cited_by_count":6},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":1}],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}