{"id":"https://openalex.org/W2021046880","doi":"https://doi.org/10.1109/cidm.2013.6597215","title":"Kernel spectral clustering for predicting maintenance of industrial machines","display_name":"Kernel spectral clustering for predicting maintenance of industrial machines","publication_year":2013,"publication_date":"2013-04-01","ids":{"openalex":"https://openalex.org/W2021046880","doi":"https://doi.org/10.1109/cidm.2013.6597215","mag":"2021046880"},"language":"en","primary_location":{"id":"doi:10.1109/cidm.2013.6597215","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cidm.2013.6597215","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE Symposium on Computational Intelligence and Data Mining (CIDM)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://lirias.kuleuven.be/handle/123456789/376492","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5022628045","display_name":"Rocco Langone","orcid":"https://orcid.org/0000-0002-7583-7003"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":true,"raw_author_name":"Rocco Langone","raw_affiliation_strings":["Department of Electrical Engineering (ESAT), SCD, K.U.Leuven, Leuven, Belgium","Dept. of Electr. Eng. ESAT, KU Leuven, Leuven, Belgium"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering (ESAT), SCD, K.U.Leuven, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]},{"raw_affiliation_string":"Dept. of Electr. Eng. ESAT, KU Leuven, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049697384","display_name":"Carlos Alzate","orcid":"https://orcid.org/0000-0003-2434-2534"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Carlos Alzate","raw_affiliation_strings":["Katholieke Universiteit Leuven, Leuven, Flanders, BE","Dept. of Electr. Eng. ESAT, KU Leuven, Leuven, Belgium"],"affiliations":[{"raw_affiliation_string":"Katholieke Universiteit Leuven, Leuven, Flanders, BE","institution_ids":["https://openalex.org/I99464096"]},{"raw_affiliation_string":"Dept. of Electr. Eng. ESAT, KU Leuven, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063233784","display_name":"Bart De Ketelaere","orcid":null},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Bart De Ketelaere","raw_affiliation_strings":["Faculty of Bioscience Engineering, BIOSYST MeBioS Qualimatrics, K.U.Leuven, Leuven, Belgium","Fac. of Biosci. Eng., KU Leuven, Leuven, Belgium"],"affiliations":[{"raw_affiliation_string":"Faculty of Bioscience Engineering, BIOSYST MeBioS Qualimatrics, K.U.Leuven, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]},{"raw_affiliation_string":"Fac. of Biosci. Eng., KU Leuven, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078854904","display_name":"Johan A. K. Suykens","orcid":"https://orcid.org/0000-0002-8846-6352"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Johan A. K. Suykens","raw_affiliation_strings":["Department of Electrical Engineering (ESAT), SCD, K.U.Leuven, Leuven, Belgium","Dept. of Electr. Eng. ESAT, KU Leuven, Leuven, Belgium"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering (ESAT), SCD, K.U.Leuven, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]},{"raw_affiliation_string":"Dept. of Electr. Eng. ESAT, KU Leuven, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5022628045"],"corresponding_institution_ids":["https://openalex.org/I99464096"],"apc_list":null,"apc_paid":null,"fwci":4.0397,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.9342154,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"39","last_page":"45"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9998999834060669,"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":0.9998999834060669,"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/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9925000071525574,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12282","display_name":"Mineral Processing and Grinding","score":0.9853000044822693,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/cluster-analysis","display_name":"Cluster analysis","score":0.7433049082756042},{"id":"https://openalex.org/keywords/downtime","display_name":"Downtime","score":0.7095940709114075},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7069814801216125},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.645025372505188},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.5717215538024902},{"id":"https://openalex.org/keywords/outlier","display_name":"Outlier","score":0.5682817697525024},{"id":"https://openalex.org/keywords/fault-detection-and-isolation","display_name":"Fault detection and isolation","score":0.5631135702133179},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5465710759162903},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5415975451469421},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5120809674263},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.508120059967041},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4671556353569031},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11212044954299927}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7433049082756042},{"id":"https://openalex.org/C180591934","wikidata":"https://www.wikidata.org/wiki/Q1253369","display_name":"Downtime","level":2,"score":0.7095940709114075},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7069814801216125},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.645025372505188},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.5717215538024902},{"id":"https://openalex.org/C79337645","wikidata":"https://www.wikidata.org/wiki/Q779824","display_name":"Outlier","level":2,"score":0.5682817697525024},{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.5631135702133179},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5465710759162903},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5415975451469421},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5120809674263},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.508120059967041},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4671556353569031},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11212044954299927},{"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/C172707124","wikidata":"https://www.wikidata.org/wiki/Q423488","display_name":"Actuator","level":2,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/cidm.2013.6597215","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cidm.2013.6597215","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE Symposium on Computational Intelligence and Data Mining (CIDM)","raw_type":"proceedings-article"},{"id":"pmh:oai:lirias2repo.kuleuven.be:123456789/376492","is_oa":true,"landing_page_url":"https://lirias.kuleuven.be/handle/123456789/376492","pdf_url":null,"source":{"id":"https://openalex.org/S4306401954","display_name":"Lirias (KU Leuven)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I99464096","host_organization_name":"KU Leuven","host_organization_lineage":["https://openalex.org/I99464096"],"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":"SSCI 2013, Singapore, April 2013","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"pmh:oai:lirias2repo.kuleuven.be:123456789/376492","is_oa":true,"landing_page_url":"https://lirias.kuleuven.be/handle/123456789/376492","pdf_url":null,"source":{"id":"https://openalex.org/S4306401954","display_name":"Lirias (KU Leuven)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I99464096","host_organization_name":"KU Leuven","host_organization_lineage":["https://openalex.org/I99464096"],"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":"SSCI 2013, Singapore, April 2013","raw_type":"info:eu-repo/semantics/publishedVersion"},"sustainable_development_goals":[{"score":0.5600000023841858,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1496317909","https://openalex.org/W1578099820","https://openalex.org/W2022241505","https://openalex.org/W2056305270","https://openalex.org/W2079441011","https://openalex.org/W2105681109","https://openalex.org/W2132029223","https://openalex.org/W2132914434","https://openalex.org/W2135663228","https://openalex.org/W2147129131","https://openalex.org/W2165874743","https://openalex.org/W2295285779","https://openalex.org/W4251645482","https://openalex.org/W4301501800","https://openalex.org/W6684578312","https://openalex.org/W6696965775"],"related_works":["https://openalex.org/W2046276983","https://openalex.org/W2954002293","https://openalex.org/W2078264086","https://openalex.org/W2892741875","https://openalex.org/W2164372000","https://openalex.org/W2499612753","https://openalex.org/W3111802945","https://openalex.org/W2946096271","https://openalex.org/W2295423552","https://openalex.org/W3107369729"],"abstract_inverted_index":{"Early":[0],"and":[1,22,70,111,122],"accurate":[2],"fault":[3],"detection":[4],"in":[5,11,35,135,142],"modern":[6],"industrial":[7],"machines":[8],"is":[9,79,102,131],"crucial":[10],"order":[12],"to":[13,64,80,118,133],"minimize":[14],"downtime,":[15],"increase":[16],"the":[17,40,61,76,119,123,137,143],"safety":[18],"of":[19,42,125,139],"plant":[20],"operations,":[21],"reduce":[23],"manufacturing":[24],"costs.":[25],"The":[26],"process":[27,44],"monitoring":[28],"techniques":[29,97],"that":[30,54],"have":[31],"been":[32],"most":[33],"effective":[34],"practice":[36],"are":[37,98],"based":[38],"on":[39,60],"analysis":[41],"historical":[43],"data.":[45],"In":[46,73],"this":[47],"paper":[48],"we":[49],"present":[50],"a":[51,86,93,103,112],"novel":[52],"approach":[53],"uses":[55],"Kernel":[56],"Spectral":[57],"Clustering":[58],"(KSC)":[59],"sensor":[62],"data":[63],"distinguish":[65],"between":[66],"normal":[67],"operating":[68],"condition":[69],"abnormal":[71],"situations.":[72],"other":[74,96],"words,":[75],"main":[77],"contribution":[78],"show":[81],"how":[82],"KSC":[83,101,130],"can":[84],"be":[85],"valid":[87],"tool":[88],"also":[89],"for":[90],"outlier":[91],"detection,":[92],"field":[94],"where":[95],"more":[99],"popular.":[100],"state-of-the-art":[104],"unsupervised":[105],"learning":[106],"technique":[107],"with":[108],"out-of-sample":[109],"ability":[110],"systematic":[113],"model":[114],"selection":[115],"scheme.":[116],"Thanks":[117],"abovementioned":[120],"characteristics":[121],"capability":[124],"discovering":[126],"complex":[127],"clustering":[128],"boundaries,":[129],"able":[132],"detect":[134],"advance":[136],"need":[138],"maintenance":[140],"actions":[141],"analyzed":[144],"machine.":[145]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":6}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
