{"id":"https://openalex.org/W2981365036","doi":"https://doi.org/10.1007/s10845-019-01504-w","title":"Monitoring of a machining process using kernel principal component analysis and kernel density estimation","display_name":"Monitoring of a machining process using kernel principal component analysis and kernel density estimation","publication_year":2019,"publication_date":"2019-10-23","ids":{"openalex":"https://openalex.org/W2981365036","doi":"https://doi.org/10.1007/s10845-019-01504-w","mag":"2981365036"},"language":"en","primary_location":{"id":"doi:10.1007/s10845-019-01504-w","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10845-019-01504-w","pdf_url":null,"source":{"id":"https://openalex.org/S161464388","display_name":"Journal of Intelligent Manufacturing","issn_l":"0956-5515","issn":["0956-5515","1572-8145"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent Manufacturing","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/A5036282544","display_name":"Wo Jae Lee","orcid":"https://orcid.org/0000-0002-2465-6296"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Wo Jae Lee","raw_affiliation_strings":["Environmental and Ecological Engineering, Purdue University, 500 Central Drive, West Lafayette, IN, 47907, USA"],"raw_orcid":"https://orcid.org/0000-0002-2465-6296","affiliations":[{"raw_affiliation_string":"Environmental and Ecological Engineering, Purdue University, 500 Central Drive, West Lafayette, IN, 47907, USA","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065749830","display_name":"Gamini Mendis","orcid":"https://orcid.org/0000-0002-0882-080X"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gamini P. Mendis","raw_affiliation_strings":["Environmental and Ecological Engineering, Purdue University, 500 Central Drive, West Lafayette, IN, 47907, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Environmental and Ecological Engineering, Purdue University, 500 Central Drive, West Lafayette, IN, 47907, USA","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065289485","display_name":"Matthew J. Triebe","orcid":"https://orcid.org/0000-0002-5964-1078"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Matthew J. Triebe","raw_affiliation_strings":["Environmental and Ecological Engineering, Purdue University, 500 Central Drive, West Lafayette, IN, 47907, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Environmental and Ecological Engineering, Purdue University, 500 Central Drive, West Lafayette, IN, 47907, USA","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012603342","display_name":"John W. Sutherland","orcid":"https://orcid.org/0000-0002-2118-0907"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"John W. Sutherland","raw_affiliation_strings":["Environmental and Ecological Engineering, Purdue University, 500 Central Drive, West Lafayette, IN, 47907, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Environmental and Ecological Engineering, Purdue University, 500 Central Drive, West Lafayette, IN, 47907, USA","institution_ids":["https://openalex.org/I219193219"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5036282544"],"corresponding_institution_ids":["https://openalex.org/I219193219"],"apc_list":{"value":2990,"currency":"USD","value_usd":2990},"apc_paid":null,"fwci":5.418,"has_fulltext":false,"cited_by_count":113,"citation_normalized_percentile":{"value":0.96375614,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"31","issue":"5","first_page":"1175","last_page":"1189"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9991999864578247,"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":0.9991999864578247,"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/T10188","display_name":"Advanced machining processes and optimization","score":0.9965000152587891,"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"}},{"id":"https://openalex.org/T12282","display_name":"Mineral Processing and Grinding","score":0.9925000071525574,"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/kernel-principal-component-analysis","display_name":"Kernel principal component analysis","score":0.8485711812973022},{"id":"https://openalex.org/keywords/kernel-density-estimation","display_name":"Kernel density estimation","score":0.7858969569206238},{"id":"https://openalex.org/keywords/multivariate-kernel-density-estimation","display_name":"Multivariate kernel density estimation","score":0.7192563414573669},{"id":"https://openalex.org/keywords/variable-kernel-density-estimation","display_name":"Variable kernel density estimation","score":0.6585114598274231},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.6475677490234375},{"id":"https://openalex.org/keywords/principal-component-analysis","display_name":"Principal component analysis","score":0.5965123176574707},{"id":"https://openalex.org/keywords/machining","display_name":"Machining","score":0.5534777045249939},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.5114006400108337},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4568908214569092},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.41421374678611755},{"id":"https://openalex.org/keywords/estimation","display_name":"Estimation","score":0.4111614525318146},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.36439841985702515},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3185785412788391},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.30949878692626953},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.24975717067718506},{"id":"https://openalex.org/keywords/kernel-method","display_name":"Kernel method","score":0.2423597276210785},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.10367965698242188},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.09520196914672852},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.05406847596168518}],"concepts":[{"id":"https://openalex.org/C182335926","wikidata":"https://www.wikidata.org/wiki/Q17093020","display_name":"Kernel principal component analysis","level":4,"score":0.8485711812973022},{"id":"https://openalex.org/C71134354","wikidata":"https://www.wikidata.org/wiki/Q458825","display_name":"Kernel density estimation","level":3,"score":0.7858969569206238},{"id":"https://openalex.org/C84894716","wikidata":"https://www.wikidata.org/wiki/Q6935135","display_name":"Multivariate kernel density estimation","level":5,"score":0.7192563414573669},{"id":"https://openalex.org/C195699287","wikidata":"https://www.wikidata.org/wiki/Q7915722","display_name":"Variable kernel density estimation","level":4,"score":0.6585114598274231},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.6475677490234375},{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.5965123176574707},{"id":"https://openalex.org/C523214423","wikidata":"https://www.wikidata.org/wiki/Q192047","display_name":"Machining","level":2,"score":0.5534777045249939},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.5114006400108337},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4568908214569092},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.41421374678611755},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.4111614525318146},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.36439841985702515},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3185785412788391},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.30949878692626953},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.24975717067718506},{"id":"https://openalex.org/C122280245","wikidata":"https://www.wikidata.org/wiki/Q620622","display_name":"Kernel method","level":3,"score":0.2423597276210785},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.10367965698242188},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.09520196914672852},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.05406847596168518},{"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/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"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/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"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:10.1007/s10845-019-01504-w","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10845-019-01504-w","pdf_url":null,"source":{"id":"https://openalex.org/S161464388","display_name":"Journal of Intelligent Manufacturing","issn_l":"0956-5515","issn":["0956-5515","1572-8145"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent Manufacturing","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:spr:joinma:v:31:y:2020:i:5:d:10.1007_s10845-019-01504-w","is_oa":false,"landing_page_url":"http://link.springer.com/10.1007/s10845-019-01504-w","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4397508761","display_name":"UNS: Advancing Environmental Sustainability through Innovative Design and Operation of Digital Manufacturing Equipment","funder_award_id":"1512217","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W1587559447","https://openalex.org/W1930802436","https://openalex.org/W1967066850","https://openalex.org/W1971874375","https://openalex.org/W1987610255","https://openalex.org/W1994505190","https://openalex.org/W2002803086","https://openalex.org/W2019838488","https://openalex.org/W2026134196","https://openalex.org/W2048474979","https://openalex.org/W2054983291","https://openalex.org/W2057316115","https://openalex.org/W2068193536","https://openalex.org/W2070233126","https://openalex.org/W2078499342","https://openalex.org/W2095518865","https://openalex.org/W2128728535","https://openalex.org/W2129905273","https://openalex.org/W2140095548","https://openalex.org/W2145759202","https://openalex.org/W2146066328","https://openalex.org/W2151320168","https://openalex.org/W2167368373","https://openalex.org/W2196085666","https://openalex.org/W2286224221","https://openalex.org/W2314284099","https://openalex.org/W2417307593","https://openalex.org/W2523303816","https://openalex.org/W2614622879","https://openalex.org/W2725171488","https://openalex.org/W2744787070","https://openalex.org/W2762204677","https://openalex.org/W2776582420","https://openalex.org/W2947831414","https://openalex.org/W3199785441","https://openalex.org/W4233014035"],"related_works":["https://openalex.org/W2355371556","https://openalex.org/W2369488729","https://openalex.org/W3212687977","https://openalex.org/W2087391746","https://openalex.org/W4241010850","https://openalex.org/W2375654472","https://openalex.org/W2899726877","https://openalex.org/W1834385407","https://openalex.org/W2161690219","https://openalex.org/W2177180770"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":26},{"year":2024,"cited_by_count":23},{"year":2023,"cited_by_count":19},{"year":2022,"cited_by_count":15},{"year":2021,"cited_by_count":17},{"year":2020,"cited_by_count":9},{"year":2019,"cited_by_count":1}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}
