{"id":"https://openalex.org/W2013651823","doi":"https://doi.org/10.1109/icnc.2013.6817953","title":"A new multivariate statistical process monitoring method using modified fast ICA","display_name":"A new multivariate statistical process monitoring method using modified fast ICA","publication_year":2013,"publication_date":"2013-07-01","ids":{"openalex":"https://openalex.org/W2013651823","doi":"https://doi.org/10.1109/icnc.2013.6817953","mag":"2013651823"},"language":"en","primary_location":{"id":"doi:10.1109/icnc.2013.6817953","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icnc.2013.6817953","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 Ninth International Conference on Natural Computation (ICNC)","raw_type":"proceedings-article"},"type":"article","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/A5102707440","display_name":"Ning He","orcid":"https://orcid.org/0000-0003-1805-9249"},"institutions":[{"id":"https://openalex.org/I102882674","display_name":"Beijing Institute of Fashion Technology","ror":"https://ror.org/03hgxtg28","country_code":"CN","type":"education","lineage":["https://openalex.org/I102882674"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Ning He","raw_affiliation_strings":["School of Information Engineering, Beijing Institute of Fashion Technology, Beijing, P. R. China","School of Information Engineering, Beijing Institute of Fashion Technology, Beijing 100029, P. R. China"],"affiliations":[{"raw_affiliation_string":"School of Information Engineering, Beijing Institute of Fashion Technology, Beijing, P. R. China","institution_ids":["https://openalex.org/I102882674"]},{"raw_affiliation_string":"School of Information Engineering, Beijing Institute of Fashion Technology, Beijing 100029, P. R. China","institution_ids":["https://openalex.org/I102882674"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100529789","display_name":"Runping Han","orcid":null},"institutions":[{"id":"https://openalex.org/I102882674","display_name":"Beijing Institute of Fashion Technology","ror":"https://ror.org/03hgxtg28","country_code":"CN","type":"education","lineage":["https://openalex.org/I102882674"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Run-ping Han","raw_affiliation_strings":["School of Information Engineering, Beijing Institute of Fashion Technology, Beijing, P. R. China","School of Information Engineering, Beijing Institute of Fashion Technology, Beijing 100029, P. R. China"],"affiliations":[{"raw_affiliation_string":"School of Information Engineering, Beijing Institute of Fashion Technology, Beijing, P. R. China","institution_ids":["https://openalex.org/I102882674"]},{"raw_affiliation_string":"School of Information Engineering, Beijing Institute of Fashion Technology, Beijing 100029, P. R. China","institution_ids":["https://openalex.org/I102882674"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043424443","display_name":"Shuqing Wang","orcid":"https://orcid.org/0000-0003-4225-6410"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shu-qing Wang","raw_affiliation_strings":["National Laboratory of Industrial Control Technology, Zhejiang University, Hangzhou, P. R. China","National Laboratory of Industrial Control Technology, Institute of Cyber-systems and Control Zhejiang University, Hangzhou 310027, P. R. China"],"affiliations":[{"raw_affiliation_string":"National Laboratory of Industrial Control Technology, Zhejiang University, Hangzhou, P. R. China","institution_ids":["https://openalex.org/I76130692"]},{"raw_affiliation_string":"National Laboratory of Industrial Control Technology, Institute of Cyber-systems and Control Zhejiang University, Hangzhou 310027, P. R. China","institution_ids":["https://openalex.org/I76130692"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5102707440"],"corresponding_institution_ids":["https://openalex.org/I102882674"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.09434445,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"10","issue":null,"first_page":"106","last_page":"110"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9998000264167786,"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":0.9998000264167786,"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/T11443","display_name":"Advanced Statistical Process Monitoring","score":0.9961000084877014,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"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/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9934999942779541,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/multivariate-statistics","display_name":"Multivariate statistics","score":0.6760979890823364},{"id":"https://openalex.org/keywords/independent-component-analysis","display_name":"Independent component analysis","score":0.6668952107429504},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6388964653015137},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5869598984718323},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4666203260421753},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3809264898300171},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.24771860241889954}],"concepts":[{"id":"https://openalex.org/C161584116","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate statistics","level":2,"score":0.6760979890823364},{"id":"https://openalex.org/C51432778","wikidata":"https://www.wikidata.org/wiki/Q1259145","display_name":"Independent component analysis","level":2,"score":0.6668952107429504},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6388964653015137},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5869598984718323},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4666203260421753},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3809264898300171},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.24771860241889954},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icnc.2013.6817953","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icnc.2013.6817953","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 Ninth International Conference on Natural Computation (ICNC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5099999904632568,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320317355","display_name":"Beijing Institute of Fashion Technology","ror":"https://ror.org/03hgxtg28"},{"id":"https://openalex.org/F4320323110","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1544087675","https://openalex.org/W1989087337","https://openalex.org/W2000858991","https://openalex.org/W2001993543","https://openalex.org/W2004186751","https://openalex.org/W2123649031","https://openalex.org/W2125568459","https://openalex.org/W2141224535","https://openalex.org/W2141622014","https://openalex.org/W4205778870"],"related_works":["https://openalex.org/W2121429698","https://openalex.org/W2182042810","https://openalex.org/W4252230435","https://openalex.org/W55679925","https://openalex.org/W3080404860","https://openalex.org/W2046761971","https://openalex.org/W3144722888","https://openalex.org/W1564859343","https://openalex.org/W2033914206","https://openalex.org/W2042327336"],"abstract_inverted_index":{"Principal":[0],"component":[1,45],"analysis":[2,46],"is":[3,48,66],"an":[4],"effective":[5],"multivariate":[6],"statistical":[7],"process":[8,25,83,111],"monitoring":[9,91],"approach":[10,40],"and":[11,80,97,130],"substantial":[12],"industrial":[13],"applications":[14],"have":[15,27],"been":[16],"reported":[17],"in":[18,35],"recent":[19],"year.":[20],"This":[21],"method":[22,96,102,125],"assumed":[23],"that":[24,52,98],"variables":[26,55],"normal":[28],"distributions,":[29],"which":[30],"unfortunately":[31],"are":[32,103],"often":[33],"invalid":[34],"real":[36],"situations.":[37],"A":[38],"new":[39],"based":[41],"fast":[42],"point":[43],"independent":[44,63],"(FastICA)":[47],"proposed":[49,95,121],"without":[50],"assuming":[51],"the":[53,60,69,78,82,94,100,108,117,120,127],"latent":[54],"subject":[56],"to":[57,107],"distribution.":[58],"Furthermore,":[59],"number":[61],"of":[62,71,93,99,119],"components":[64],"(ICs)":[65],"chosen":[67],"by":[68],"sequence":[70],"non-Gaussian":[72],"measure.":[73],"Then":[74],"we":[75],"can":[76,135],"monitor":[77],"ICs":[79],"decide":[81],"state":[84],"whether":[85],"\u201cin":[86],"control\u201d":[87],"or":[88],"not.":[89],"The":[90,114],"performance":[92],"PCA-based":[101,128],"compared":[104],"with":[105],"application":[106],"Tenessee":[109],"Eastman":[110],"(TE":[112],"process).":[113],"result":[115],"shows":[116],"superiority":[118],"modified":[122],"FastICA":[123],"(MF-ICA)-based":[124],"over":[126],"method,":[129],"less":[131],"false":[132],"alarm":[133],"rate":[134],"be":[136],"obtained.":[137]},"counts_by_year":[{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}