{"id":"https://openalex.org/W4282566899","doi":"https://doi.org/10.1177/01423312221099855","title":"Feature extraction and fault detection scheme via improved locality preserving projection and SVDD","display_name":"Feature extraction and fault detection scheme via improved locality preserving projection and SVDD","publication_year":2022,"publication_date":"2022-06-13","ids":{"openalex":"https://openalex.org/W4282566899","doi":"https://doi.org/10.1177/01423312221099855"},"language":"en","primary_location":{"id":"doi:10.1177/01423312221099855","is_oa":false,"landing_page_url":"https://doi.org/10.1177/01423312221099855","pdf_url":null,"source":{"id":"https://openalex.org/S24148485","display_name":"Transactions of the Institute of Measurement and Control","issn_l":"0142-3312","issn":["0142-3312","1477-0369"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Transactions of the Institute of Measurement and Control","raw_type":"journal-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/A5023782535","display_name":"Muhammad Zohaib Hassan Shah","orcid":"https://orcid.org/0000-0002-8817-5766"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Muhammad Zohaib Hassan Shah","raw_affiliation_strings":["Department of Automation, Shanghai Jiao Tong University, China"],"raw_orcid":"https://orcid.org/0000-0002-8817-5766","affiliations":[{"raw_affiliation_string":"Department of Automation, Shanghai Jiao Tong University, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108056131","display_name":"Zahoor Ahmed","orcid":"https://orcid.org/0000-0002-6335-3933"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zahoor Ahmed","raw_affiliation_strings":["Department of Automation, Shanghai Jiao Tong University, China"],"raw_orcid":"https://orcid.org/0000-0002-6335-3933","affiliations":[{"raw_affiliation_string":"Department of Automation, Shanghai Jiao Tong University, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101816507","display_name":"Li\u2010Sheng Hu","orcid":"https://orcid.org/0000-0001-8712-779X"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]},{"id":"https://openalex.org/I4210126065","display_name":"Shanghai Electric (China)","ror":"https://ror.org/0314qy595","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210126065"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Lisheng Hu","raw_affiliation_strings":["Department of Automation, Shanghai Jiao Tong University, China","Shanghai Electric Power Generation Equipment Co., Ltd. Turbine Plant, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Automation, Shanghai Jiao Tong University, China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"Shanghai Electric Power Generation Equipment Co., Ltd. Turbine Plant, China","institution_ids":["https://openalex.org/I4210126065"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5101816507"],"corresponding_institution_ids":["https://openalex.org/I183067930","https://openalex.org/I4210126065"],"apc_list":null,"apc_paid":null,"fwci":0.6067,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.65153694,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"45","issue":"2","first_page":"197","last_page":"211"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9988999962806702,"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":0.9988999962806702,"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":0.9879000186920166,"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":0.9807000160217285,"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/nonlinear-dimensionality-reduction","display_name":"Nonlinear dimensionality reduction","score":0.7352348566055298},{"id":"https://openalex.org/keywords/locality","display_name":"Locality","score":0.5525293350219727},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5364627838134766},{"id":"https://openalex.org/keywords/fault-detection-and-isolation","display_name":"Fault detection and isolation","score":0.5355885624885559},{"id":"https://openalex.org/keywords/feature-vector","display_name":"Feature vector","score":0.500938892364502},{"id":"https://openalex.org/keywords/projection","display_name":"Projection (relational algebra)","score":0.47892865538597107},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.4782753884792328},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4745776653289795},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.471788614988327},{"id":"https://openalex.org/keywords/principal-component-analysis","display_name":"Principal component analysis","score":0.45225054025650024},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.4239642918109894},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4200047552585602},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.39545127749443054},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.3283262550830841}],"concepts":[{"id":"https://openalex.org/C151876577","wikidata":"https://www.wikidata.org/wiki/Q7049464","display_name":"Nonlinear dimensionality reduction","level":3,"score":0.7352348566055298},{"id":"https://openalex.org/C2779808786","wikidata":"https://www.wikidata.org/wiki/Q6664603","display_name":"Locality","level":2,"score":0.5525293350219727},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5364627838134766},{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.5355885624885559},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.500938892364502},{"id":"https://openalex.org/C57493831","wikidata":"https://www.wikidata.org/wiki/Q3134666","display_name":"Projection (relational algebra)","level":2,"score":0.47892865538597107},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.4782753884792328},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4745776653289795},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.471788614988327},{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.45225054025650024},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4239642918109894},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4200047552585602},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.39545127749443054},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.3283262550830841},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1177/01423312221099855","is_oa":false,"landing_page_url":"https://doi.org/10.1177/01423312221099855","pdf_url":null,"source":{"id":"https://openalex.org/S24148485","display_name":"Transactions of the Institute of Measurement and Control","issn_l":"0142-3312","issn":["0142-3312","1477-0369"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Transactions of the Institute of Measurement and Control","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.41999998688697815,"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W1967106605","https://openalex.org/W1970088130","https://openalex.org/W1984032850","https://openalex.org/W1997780235","https://openalex.org/W2001141328","https://openalex.org/W2013097913","https://openalex.org/W2032732972","https://openalex.org/W2070964041","https://openalex.org/W2142225982","https://openalex.org/W2176097074","https://openalex.org/W2281806455","https://openalex.org/W2318574684","https://openalex.org/W2482635655","https://openalex.org/W2612690371","https://openalex.org/W2612972698","https://openalex.org/W2810855025","https://openalex.org/W2896405912","https://openalex.org/W2899125795","https://openalex.org/W2899708459","https://openalex.org/W2918004275","https://openalex.org/W2936081490","https://openalex.org/W2945686178","https://openalex.org/W2946476609","https://openalex.org/W2965290377","https://openalex.org/W2976059298","https://openalex.org/W2993986630","https://openalex.org/W2995497313","https://openalex.org/W3000409346","https://openalex.org/W3006652908","https://openalex.org/W3007466645","https://openalex.org/W3010094081","https://openalex.org/W3016159361","https://openalex.org/W3028190389","https://openalex.org/W3040108808","https://openalex.org/W3116724803","https://openalex.org/W3126170991","https://openalex.org/W3173505556","https://openalex.org/W3175493172","https://openalex.org/W3194863036","https://openalex.org/W3201291626","https://openalex.org/W4200196658","https://openalex.org/W4214734770","https://openalex.org/W4254899431","https://openalex.org/W4301409532"],"related_works":["https://openalex.org/W2375574759","https://openalex.org/W2383239174","https://openalex.org/W3088634662","https://openalex.org/W117517268","https://openalex.org/W2539700568","https://openalex.org/W1489327846","https://openalex.org/W1996633793","https://openalex.org/W2931531042","https://openalex.org/W4287375746","https://openalex.org/W3124275785"],"abstract_inverted_index":{"Manifold":[0],"learning":[1],"is":[2,34,37,48,112,115],"widely":[3],"adopted":[4],"for":[5,109],"the":[6,13,45,52,60,96,101],"fault":[7,106],"detection":[8,107],"of":[9,15,62,71,100],"industrial":[10],"processes.":[11],"However,":[12],"quality":[14],"low-dimensional":[16],"embedding":[17],"coordinates":[18],"can":[19],"be":[20],"adversely":[21],"affected":[22],"by":[23],"ill-constructed":[24],"graph":[25],"Laplacian.":[26],"An":[27],"improved":[28],"locality":[29,118],"preserving":[30,65,119],"projection":[31,120],"(ILPP)":[32],"scheme":[33],"proposed.":[35],"ILPP":[36,63,111],"built":[38],"on":[39,85],"a":[40],"geometrically":[41],"inspired":[42],"Laplacian,":[43],"and":[44,69,91,98,129],"Riemannian":[46],"metric":[47],"used":[49],"to":[50],"find":[51],"suitable":[53],"bandwidth":[54],"parameter.":[55],"The":[56,104],"proposed":[57,102,110],"approach":[58],"combines":[59],"advantages":[61],"in":[64,77],"manifold":[66],"data":[67,74,81],"structures":[68],"those":[70],"support":[72],"vector":[73],"description":[75],"(SVDD)":[76],"handling":[78],"complex":[79],"process":[80],"distributions.":[82],"Case":[83],"studies":[84],"helix":[86],"data,":[87],"hot":[88],"strip":[89],"mill,":[90],"Pensim":[92],"benchmark":[93],"processes":[94],"demonstrate":[95],"utility":[97],"feasibility":[99],"approach.":[103],"average":[105],"rate":[108],"99%,":[113],"which":[114],"higher":[116],"than":[117],"(LPP;":[121],"87.8%),":[122],"local":[123],"tangent":[124],"space":[125],"alignment":[126],"(LTSA;":[127],"74.9%),":[128],"principal":[130],"component":[131],"analysis":[132],"(PCA;":[133],"90.6%).":[134]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3}],"updated_date":"2026-05-05T06:06:40.768181","created_date":"2025-10-10T00:00:00"}