{"id":"https://openalex.org/W3215783632","doi":"https://doi.org/10.1007/s10115-021-01625-w","title":"An integrated framework for diagnosing process faults with incomplete features","display_name":"An integrated framework for diagnosing process faults with incomplete features","publication_year":2021,"publication_date":"2021-11-26","ids":{"openalex":"https://openalex.org/W3215783632","doi":"https://doi.org/10.1007/s10115-021-01625-w","mag":"3215783632"},"language":"en","primary_location":{"id":"doi:10.1007/s10115-021-01625-w","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10115-021-01625-w","pdf_url":null,"source":{"id":"https://openalex.org/S81770430","display_name":"Knowledge and Information Systems","issn_l":"0219-1377","issn":["0219-1377","0219-3116"],"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":"Knowledge and Information Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://pureportal.coventry.ac.uk/en/publications/7d61a6ff-5197-487b-9cb8-0fdce37e1c8a","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5019749887","display_name":"Roozbeh Razavi\u2010Far","orcid":"https://orcid.org/0000-0002-4330-3656"},"institutions":[{"id":"https://openalex.org/I74413500","display_name":"University of Windsor","ror":"https://ror.org/01gw3d370","country_code":"CA","type":"education","lineage":["https://openalex.org/I74413500"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Roozbeh Razavi-Far","raw_affiliation_strings":["Department of Electrical and Computer Engineering and School of Computer Science, University of Windsor, Windsor, ON, N9B 3P4, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering and School of Computer Science, University of Windsor, Windsor, ON, N9B 3P4, Canada","institution_ids":["https://openalex.org/I74413500"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038291093","display_name":"Mehrdad Saif","orcid":"https://orcid.org/0000-0002-7587-4189"},"institutions":[{"id":"https://openalex.org/I74413500","display_name":"University of Windsor","ror":"https://ror.org/01gw3d370","country_code":"CA","type":"education","lineage":["https://openalex.org/I74413500"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Mehrdad Saif","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Windsor, Windsor, ON, N9B 3P4, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Windsor, Windsor, ON, N9B 3P4, Canada","institution_ids":["https://openalex.org/I74413500"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076935774","display_name":"Vasile Palade","orcid":"https://orcid.org/0000-0002-6768-8394"},"institutions":[{"id":"https://openalex.org/I73417466","display_name":"Coventry University","ror":"https://ror.org/01tgmhj36","country_code":"GB","type":"education","lineage":["https://openalex.org/I73417466"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Vasile Palade","raw_affiliation_strings":["Center for Data Science, Coventry University, Coventry, CV1 5FB, UK"],"affiliations":[{"raw_affiliation_string":"Center for Data Science, Coventry University, Coventry, CV1 5FB, UK","institution_ids":["https://openalex.org/I73417466"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103734350","display_name":"Shiladitya Chakrabarti","orcid":null},"institutions":[{"id":"https://openalex.org/I74413500","display_name":"University of Windsor","ror":"https://ror.org/01gw3d370","country_code":"CA","type":"education","lineage":["https://openalex.org/I74413500"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Shiladitya Chakrabarti","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Windsor, Windsor, ON, N9B 3P4, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Windsor, Windsor, ON, N9B 3P4, Canada","institution_ids":["https://openalex.org/I74413500"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5019749887"],"corresponding_institution_ids":["https://openalex.org/I74413500"],"apc_list":{"value":2290,"currency":"EUR","value_usd":2890},"apc_paid":null,"fwci":0.691,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.70509318,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"64","issue":"1","first_page":"75","last_page":"93"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.996399998664856,"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":0.996399998664856,"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/T12676","display_name":"Machine Learning and ELM","score":0.9950000047683716,"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/T12282","display_name":"Mineral Processing and Grinding","score":0.991100013256073,"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/missing-data","display_name":"Missing data","score":0.8384310007095337},{"id":"https://openalex.org/keywords/imputation","display_name":"Imputation (statistics)","score":0.7918504476547241},{"id":"https://openalex.org/keywords/pooling","display_name":"Pooling","score":0.6993879675865173},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.6819696426391602},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6792518496513367},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6584324836730957},{"id":"https://openalex.org/keywords/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.5027306079864502},{"id":"https://openalex.org/keywords/principal-component-analysis","display_name":"Principal component analysis","score":0.4883803725242615},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4759523570537567},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.42326873540878296},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.31844252347946167}],"concepts":[{"id":"https://openalex.org/C9357733","wikidata":"https://www.wikidata.org/wiki/Q6878417","display_name":"Missing data","level":2,"score":0.8384310007095337},{"id":"https://openalex.org/C58041806","wikidata":"https://www.wikidata.org/wiki/Q1660484","display_name":"Imputation (statistics)","level":3,"score":0.7918504476547241},{"id":"https://openalex.org/C70437156","wikidata":"https://www.wikidata.org/wiki/Q7228652","display_name":"Pooling","level":2,"score":0.6993879675865173},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.6819696426391602},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6792518496513367},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6584324836730957},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.5027306079864502},{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.4883803725242615},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4759523570537567},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.42326873540878296},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.31844252347946167}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1007/s10115-021-01625-w","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10115-021-01625-w","pdf_url":null,"source":{"id":"https://openalex.org/S81770430","display_name":"Knowledge and Information Systems","issn_l":"0219-1377","issn":["0219-1377","0219-3116"],"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":"Knowledge and Information Systems","raw_type":"journal-article"},{"id":"pmh:oai:pure.atira.dk:openaire/7d61a6ff-5197-487b-9cb8-0fdce37e1c8a","is_oa":true,"landing_page_url":"https://pureportal.coventry.ac.uk/en/publications/7d61a6ff-5197-487b-9cb8-0fdce37e1c8a","pdf_url":null,"source":{"id":"https://openalex.org/S4306402411","display_name":"Pure (Coventry University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I73417466","host_organization_name":"Coventry University","host_organization_lineage":["https://openalex.org/I73417466"],"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":"Razavi-Far, R, Saif, M, Palade, V & Chakrabarti, S 2022, 'An integrated framework for diagnosing process faults with incomplete features', Knowledge and Information Systems, vol. 64, no. 1, pp. 75-93. https://doi.org/10.1007/s10115-021-01625-w","raw_type":"article"},{"id":"pmh:oai:pure.atira.dk:publications/7d61a6ff-5197-487b-9cb8-0fdce37e1c8a","is_oa":false,"landing_page_url":"https://pureportal.coventry.ac.uk/en/publications/an-integrated-framework-for-diagnosing-process-faults-with-incomplete-features(7d61a6ff-5197-487b-9cb8-0fdce37e1c8a).html","pdf_url":null,"source":{"id":"https://openalex.org/S4306402411","display_name":"Pure (Coventry University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I73417466","host_organization_name":"Coventry University","host_organization_lineage":["https://openalex.org/I73417466"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""},{"id":"pmh:oai:scholar.uwindsor.ca:electricalengpub-1077","is_oa":false,"landing_page_url":"https://scholar.uwindsor.ca/electricalengpub/78","pdf_url":null,"source":{"id":"https://openalex.org/S4306400430","display_name":"Scholarship at UWindsor (University of Windsor)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I74413500","host_organization_name":"University of Windsor","host_organization_lineage":["https://openalex.org/I74413500"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Electrical and Computer Engineering Publications","raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:pure.atira.dk:openaire/7d61a6ff-5197-487b-9cb8-0fdce37e1c8a","is_oa":true,"landing_page_url":"https://pureportal.coventry.ac.uk/en/publications/7d61a6ff-5197-487b-9cb8-0fdce37e1c8a","pdf_url":null,"source":{"id":"https://openalex.org/S4306402411","display_name":"Pure (Coventry University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I73417466","host_organization_name":"Coventry University","host_organization_lineage":["https://openalex.org/I73417466"],"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":"Razavi-Far, R, Saif, M, Palade, V & Chakrabarti, S 2022, 'An integrated framework for diagnosing process faults with incomplete features', Knowledge and Information Systems, vol. 64, no. 1, pp. 75-93. https://doi.org/10.1007/s10115-021-01625-w","raw_type":"article"},"sustainable_development_goals":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.5699999928474426}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W78449534","https://openalex.org/W1514884107","https://openalex.org/W1533198000","https://openalex.org/W1569156924","https://openalex.org/W1855550284","https://openalex.org/W1976364950","https://openalex.org/W1985258161","https://openalex.org/W2001619934","https://openalex.org/W2004186751","https://openalex.org/W2008365112","https://openalex.org/W2033577855","https://openalex.org/W2072315088","https://openalex.org/W2074721350","https://openalex.org/W2079014290","https://openalex.org/W2095441350","https://openalex.org/W2101674911","https://openalex.org/W2103116581","https://openalex.org/W2109407324","https://openalex.org/W2124732843","https://openalex.org/W2130418330","https://openalex.org/W2131050639","https://openalex.org/W2158598603","https://openalex.org/W2303577120","https://openalex.org/W2408701322","https://openalex.org/W2580937131","https://openalex.org/W2587887613","https://openalex.org/W2613221482","https://openalex.org/W2753906305","https://openalex.org/W2754840697","https://openalex.org/W2760637973","https://openalex.org/W2888518795","https://openalex.org/W2890400916","https://openalex.org/W2913741647","https://openalex.org/W2949679216","https://openalex.org/W2970749080","https://openalex.org/W2985175868","https://openalex.org/W3121355004","https://openalex.org/W3129701133","https://openalex.org/W3134822772","https://openalex.org/W3207729491","https://openalex.org/W4237171445"],"related_works":["https://openalex.org/W2181530120","https://openalex.org/W4211215373","https://openalex.org/W2024529227","https://openalex.org/W1574575415","https://openalex.org/W3144172081","https://openalex.org/W3179858851","https://openalex.org/W3028371478","https://openalex.org/W2081476516","https://openalex.org/W2581984549","https://openalex.org/W3123177881"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
