{"id":"https://openalex.org/W2759373267","doi":"https://doi.org/10.1109/access.2017.2756872","title":"Data Mining and Analytics in the Process Industry: The Role of Machine Learning","display_name":"Data Mining and Analytics in the Process Industry: The Role of Machine Learning","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2759373267","doi":"https://doi.org/10.1109/access.2017.2756872","mag":"2759373267"},"language":"en","primary_location":{"id":"doi:10.1109/access.2017.2756872","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2017.2756872","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2017.2756872","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5067726465","display_name":"Zhiqiang Ge","orcid":"https://orcid.org/0000-0002-2071-4380"},"institutions":[{"id":"https://openalex.org/I4391767838","display_name":"State Key Laboratory of Industrial Control Technology","ror":"https://ror.org/03a33a786","country_code":null,"type":"facility","lineage":["https://openalex.org/I4391767838","https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhiqiang Ge","raw_affiliation_strings":["State Key Laboratory of Industrial Control Technology, College of Control Science and Engineering, Zhejiang University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Industrial Control Technology, College of Control Science and Engineering, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I4391767838"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101738557","display_name":"Zhihuan Song","orcid":null},"institutions":[{"id":"https://openalex.org/I4391767838","display_name":"State Key Laboratory of Industrial Control Technology","ror":"https://ror.org/03a33a786","country_code":null,"type":"facility","lineage":["https://openalex.org/I4391767838","https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhihuan Song","raw_affiliation_strings":["State Key Laboratory of Industrial Control Technology, College of Control Science and Engineering, Zhejiang University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Industrial Control Technology, College of Control Science and Engineering, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I4391767838"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046071840","display_name":"Steven X. Ding","orcid":"https://orcid.org/0000-0002-5149-5918"},"institutions":[{"id":"https://openalex.org/I62318514","display_name":"University of Duisburg-Essen","ror":"https://ror.org/04mz5ra38","country_code":"DE","type":"education","lineage":["https://openalex.org/I62318514"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Steven X. Ding","raw_affiliation_strings":["Institute for Automatic Control and Complex Systems, University of Duisburg-Essen, Duisburg, Germany"],"affiliations":[{"raw_affiliation_string":"Institute for Automatic Control and Complex Systems, University of Duisburg-Essen, Duisburg, Germany","institution_ids":["https://openalex.org/I62318514"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100432851","display_name":"Biao Huang","orcid":"https://orcid.org/0000-0001-9082-2216"},"institutions":[{"id":"https://openalex.org/I154425047","display_name":"University of Alberta","ror":"https://ror.org/0160cpw27","country_code":"CA","type":"education","lineage":["https://openalex.org/I154425047"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Biao Huang","raw_affiliation_strings":["Department of Chemical and Materials Engineering, University of Alberta, Edmonton, AB, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Chemical and Materials Engineering, University of Alberta, Edmonton, AB, Canada","institution_ids":["https://openalex.org/I154425047"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5067726465"],"corresponding_institution_ids":["https://openalex.org/I4391767838"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":77.6712,"has_fulltext":false,"cited_by_count":882,"citation_normalized_percentile":{"value":0.99993054,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"5","issue":null,"first_page":"20590","last_page":"20616"},"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":0.9922000169754028,"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/T12282","display_name":"Mineral Processing and Grinding","score":0.9905999898910522,"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/analytics","display_name":"Analytics","score":0.7471910715103149},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7069323062896729},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6317462921142578},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.6184755563735962},{"id":"https://openalex.org/keywords/data-analysis","display_name":"Data analysis","score":0.5425283908843994},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.49403172731399536},{"id":"https://openalex.org/keywords/knowledge-extraction","display_name":"Knowledge extraction","score":0.49382075667381287},{"id":"https://openalex.org/keywords/software-analytics","display_name":"Software analytics","score":0.4868749678134918},{"id":"https://openalex.org/keywords/process-mining","display_name":"Process mining","score":0.4787968099117279},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.458056777715683},{"id":"https://openalex.org/keywords/learning-analytics","display_name":"Learning analytics","score":0.4364221692085266},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.4360086917877197},{"id":"https://openalex.org/keywords/unsupervised-learning","display_name":"Unsupervised learning","score":0.4281783103942871},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.389120489358902},{"id":"https://openalex.org/keywords/work-in-process","display_name":"Work in process","score":0.2498645782470703},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1862204372882843},{"id":"https://openalex.org/keywords/business-process","display_name":"Business process","score":0.1338256597518921},{"id":"https://openalex.org/keywords/business-process-modeling","display_name":"Business process modeling","score":0.09135961532592773},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.0599668025970459}],"concepts":[{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.7471910715103149},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7069323062896729},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6317462921142578},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6184755563735962},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.5425283908843994},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.49403172731399536},{"id":"https://openalex.org/C120567893","wikidata":"https://www.wikidata.org/wiki/Q1582085","display_name":"Knowledge extraction","level":2,"score":0.49382075667381287},{"id":"https://openalex.org/C171981572","wikidata":"https://www.wikidata.org/wiki/Q7554239","display_name":"Software analytics","level":5,"score":0.4868749678134918},{"id":"https://openalex.org/C124670913","wikidata":"https://www.wikidata.org/wiki/Q2608526","display_name":"Process mining","level":5,"score":0.4787968099117279},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.458056777715683},{"id":"https://openalex.org/C2777648619","wikidata":"https://www.wikidata.org/wiki/Q2845208","display_name":"Learning analytics","level":2,"score":0.4364221692085266},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.4360086917877197},{"id":"https://openalex.org/C8038995","wikidata":"https://www.wikidata.org/wiki/Q1152135","display_name":"Unsupervised learning","level":2,"score":0.4281783103942871},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.389120489358902},{"id":"https://openalex.org/C174998907","wikidata":"https://www.wikidata.org/wiki/Q357662","display_name":"Work in process","level":2,"score":0.2498645782470703},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1862204372882843},{"id":"https://openalex.org/C85345410","wikidata":"https://www.wikidata.org/wiki/Q851587","display_name":"Business process","level":3,"score":0.1338256597518921},{"id":"https://openalex.org/C207505557","wikidata":"https://www.wikidata.org/wiki/Q4374012","display_name":"Business process modeling","level":4,"score":0.09135961532592773},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.0599668025970459},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C186846655","wikidata":"https://www.wikidata.org/wiki/Q3398377","display_name":"Software construction","level":4,"score":0.0},{"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C149091818","wikidata":"https://www.wikidata.org/wiki/Q2429814","display_name":"Software system","level":3,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2017.2756872","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2017.2756872","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:447db06d2239443bb27b10f7048a3277","is_oa":true,"landing_page_url":"https://doaj.org/article/447db06d2239443bb27b10f7048a3277","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 5, Pp 20590-20616 (2017)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2017.2756872","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2017.2756872","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.6299999952316284}],"awards":[{"id":"https://openalex.org/G3456980793","display_name":null,"funder_award_id":"61673337","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7875806344","display_name":null,"funder_award_id":"61722310","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320308269","display_name":"Alexander von Humboldt-Stiftung","ror":"https://ror.org/012kf4317"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":335,"referenced_works":["https://openalex.org/W21410603","https://openalex.org/W65738273","https://openalex.org/W275381288","https://openalex.org/W343686539","https://openalex.org/W563702179","https://openalex.org/W589445293","https://openalex.org/W603776396","https://openalex.org/W636452405","https://openalex.org/W769973221","https://openalex.org/W771331471","https://openalex.org/W798006966","https://openalex.org/W980969522","https://openalex.org/W1164930623","https://openalex.org/W1200956608","https://openalex.org/W1479807131","https://openalex.org/W1483592191","https://openalex.org/W1494137514","https://openalex.org/W1497723534","https://openalex.org/W1504694836","https://openalex.org/W1507780418","https://openalex.org/W1541805501","https://openalex.org/W1547485964","https://openalex.org/W1554663460","https://openalex.org/W1565986801","https://openalex.org/W1594031697","https://openalex.org/W1604938182","https://openalex.org/W1663973292","https://openalex.org/W1723619723","https://openalex.org/W1742512077","https://openalex.org/W1746819321","https://openalex.org/W1810406100","https://openalex.org/W1930624869","https://openalex.org/W1950604138","https://openalex.org/W1963779976","https://openalex.org/W1964065566","https://openalex.org/W1966233269","https://openalex.org/W1966821268","https://openalex.org/W1966863755","https://openalex.org/W1967066850","https://openalex.org/W1967989298","https://openalex.org/W1970002409","https://openalex.org/W1970088130","https://openalex.org/W1970331804","https://openalex.org/W1970365170","https://openalex.org/W1970461315","https://openalex.org/W1970743491","https://openalex.org/W1971115921","https://openalex.org/W1971385464","https://openalex.org/W1972195634","https://openalex.org/W1972893321","https://openalex.org/W1973202995","https://openalex.org/W1973242103","https://openalex.org/W1974552145","https://openalex.org/W1974819660","https://openalex.org/W1974956338","https://openalex.org/W1975449922","https://openalex.org/W1976494468","https://openalex.org/W1977082775","https://openalex.org/W1977272845","https://openalex.org/W1977983522","https://openalex.org/W1979357005","https://openalex.org/W1980409536","https://openalex.org/W1980516183","https://openalex.org/W1981302612","https://openalex.org/W1981443767","https://openalex.org/W1981512258","https://openalex.org/W1982320393","https://openalex.org/W1982724156","https://openalex.org/W1982731868","https://openalex.org/W1983303405","https://openalex.org/W1983353144","https://openalex.org/W1983597155","https://openalex.org/W1983745919","https://openalex.org/W1985258161","https://openalex.org/W1985475221","https://openalex.org/W1985941188","https://openalex.org/W1985969430","https://openalex.org/W1986138109","https://openalex.org/W1986687404","https://openalex.org/W1988097236","https://openalex.org/W1988368644","https://openalex.org/W1989095026","https://openalex.org/W1989308213","https://openalex.org/W1991519797","https://openalex.org/W1991587416","https://openalex.org/W1993423374","https://openalex.org/W1994101233","https://openalex.org/W1994433301","https://openalex.org/W1994505190","https://openalex.org/W1995969522","https://openalex.org/W1996139334","https://openalex.org/W1997175427","https://openalex.org/W1997333726","https://openalex.org/W1997982895","https://openalex.org/W1998023709","https://openalex.org/W1998940406","https://openalex.org/W1998994572","https://openalex.org/W1999171303","https://openalex.org/W1999258445","https://openalex.org/W2000618191","https://openalex.org/W2000651380","https://openalex.org/W2001969291","https://openalex.org/W2002643280","https://openalex.org/W2003389902","https://openalex.org/W2004054625","https://openalex.org/W2006170764","https://openalex.org/W2006220881","https://openalex.org/W2007864746","https://openalex.org/W2008221257","https://openalex.org/W2008278511","https://openalex.org/W2008616192","https://openalex.org/W2010090846","https://openalex.org/W2010626297","https://openalex.org/W2011054000","https://openalex.org/W2011487780","https://openalex.org/W2011779744","https://openalex.org/W2011966063","https://openalex.org/W2013058849","https://openalex.org/W2013097913","https://openalex.org/W2013276891","https://openalex.org/W2014494229","https://openalex.org/W2014507035","https://openalex.org/W2015621134","https://openalex.org/W2018294856","https://openalex.org/W2019180557","https://openalex.org/W2019815167","https://openalex.org/W2022556984","https://openalex.org/W2022573323","https://openalex.org/W2022993793","https://openalex.org/W2024269106","https://openalex.org/W2025134436","https://openalex.org/W2025516197","https://openalex.org/W2026039230","https://openalex.org/W2027039283","https://openalex.org/W2027538876","https://openalex.org/W2028640249","https://openalex.org/W2029979360","https://openalex.org/W2031281723","https://openalex.org/W2032208490","https://openalex.org/W2032510388","https://openalex.org/W2032732972","https://openalex.org/W2032968156","https://openalex.org/W2033259604","https://openalex.org/W2035829478","https://openalex.org/W2036706046","https://openalex.org/W2036887017","https://openalex.org/W2038180527","https://openalex.org/W2038194220","https://openalex.org/W2038573408","https://openalex.org/W2038990432","https://openalex.org/W2040251481","https://openalex.org/W2040263621","https://openalex.org/W2040277392","https://openalex.org/W2040449196","https://openalex.org/W2040726420","https://openalex.org/W2041755017","https://openalex.org/W2044799367","https://openalex.org/W2045398463","https://openalex.org/W2045628344","https://openalex.org/W2047841901","https://openalex.org/W2050527134","https://openalex.org/W2051453543","https://openalex.org/W2052186154","https://openalex.org/W2052329328","https://openalex.org/W2052660745","https://openalex.org/W2052809458","https://openalex.org/W2054177534","https://openalex.org/W2055016349","https://openalex.org/W2055566224","https://openalex.org/W2055719802","https://openalex.org/W2056117586","https://openalex.org/W2057017933","https://openalex.org/W2057099753","https://openalex.org/W2058662333","https://openalex.org/W2059669710","https://openalex.org/W2061054558","https://openalex.org/W2062067490","https://openalex.org/W2062368510","https://openalex.org/W2063597993","https://openalex.org/W2063887894","https://openalex.org/W2065231433","https://openalex.org/W2065458594","https://openalex.org/W2065636071","https://openalex.org/W2066216631","https://openalex.org/W2066674831","https://openalex.org/W2067067795","https://openalex.org/W2067247271","https://openalex.org/W2068331431","https://openalex.org/W2068425358","https://openalex.org/W2070135905","https://openalex.org/W2070986517","https://openalex.org/W2071374834","https://openalex.org/W2072184377","https://openalex.org/W2072315088","https://openalex.org/W2072405524","https://openalex.org/W2072674009","https://openalex.org/W2073439039","https://openalex.org/W2073503722","https://openalex.org/W2073910346","https://openalex.org/W2075170491","https://openalex.org/W2075786770","https://openalex.org/W2075854941","https://openalex.org/W2077615838","https://openalex.org/W2077854258","https://openalex.org/W2078650275","https://openalex.org/W2078780761","https://openalex.org/W2079213751","https://openalex.org/W2079692514","https://openalex.org/W2079705549","https://openalex.org/W2082006356","https://openalex.org/W2083003257","https://openalex.org/W2083402708","https://openalex.org/W2083650516","https://openalex.org/W2083856839","https://openalex.org/W2085833888","https://openalex.org/W2087594545","https://openalex.org/W2090491099","https://openalex.org/W2090575729","https://openalex.org/W2091612729","https://openalex.org/W2091756592","https://openalex.org/W2092253051","https://openalex.org/W2093851253","https://openalex.org/W2094022554","https://openalex.org/W2094298886","https://openalex.org/W2094429529","https://openalex.org/W2094535194","https://openalex.org/W2095463162","https://openalex.org/W2095541322","https://openalex.org/W2096544401","https://openalex.org/W2097982640","https://openalex.org/W2103165366","https://openalex.org/W2103518422","https://openalex.org/W2103711750","https://openalex.org/W2104282535","https://openalex.org/W2104417457","https://openalex.org/W2105091160","https://openalex.org/W2106849258","https://openalex.org/W2111643624","https://openalex.org/W2113242816","https://openalex.org/W2115627867","https://openalex.org/W2119821739","https://openalex.org/W2119960866","https://openalex.org/W2121778107","https://openalex.org/W2122527803","https://openalex.org/W2123649031","https://openalex.org/W2123792108","https://openalex.org/W2125055259","https://openalex.org/W2125568459","https://openalex.org/W2126111600","https://openalex.org/W2126998396","https://openalex.org/W2128476487","https://openalex.org/W2128921897","https://openalex.org/W2129473238","https://openalex.org/W2129476886","https://openalex.org/W2132029223","https://openalex.org/W2134649885","https://openalex.org/W2135335297","https://openalex.org/W2135663228","https://openalex.org/W2136504847","https://openalex.org/W2137690751","https://openalex.org/W2138728394","https://openalex.org/W2139625147","https://openalex.org/W2142333892","https://openalex.org/W2143579868","https://openalex.org/W2145159661","https://openalex.org/W2145212983","https://openalex.org/W2146682416","https://openalex.org/W2147129131","https://openalex.org/W2148013088","https://openalex.org/W2149000900","https://openalex.org/W2150593711","https://openalex.org/W2151859462","https://openalex.org/W2152949102","https://openalex.org/W2153696930","https://openalex.org/W2155114970","https://openalex.org/W2156909104","https://openalex.org/W2157012916","https://openalex.org/W2157033503","https://openalex.org/W2158204678","https://openalex.org/W2159923255","https://openalex.org/W2163713398","https://openalex.org/W2164762195","https://openalex.org/W2166042538","https://openalex.org/W2166432085","https://openalex.org/W2166445532","https://openalex.org/W2166901829","https://openalex.org/W2168715542","https://openalex.org/W2169347809","https://openalex.org/W2170680220","https://openalex.org/W2185964360","https://openalex.org/W2194611312","https://openalex.org/W2275031392","https://openalex.org/W2312391515","https://openalex.org/W2312559290","https://openalex.org/W2314414857","https://openalex.org/W2315454933","https://openalex.org/W2316011343","https://openalex.org/W2316323201","https://openalex.org/W2316478175","https://openalex.org/W2318574684","https://openalex.org/W2319499942","https://openalex.org/W2319940424","https://openalex.org/W2322097696","https://openalex.org/W2323329126","https://openalex.org/W2323929491","https://openalex.org/W2327173938","https://openalex.org/W2332933834","https://openalex.org/W2410531948","https://openalex.org/W2491772294","https://openalex.org/W2493627968","https://openalex.org/W2494112937","https://openalex.org/W2504196632","https://openalex.org/W2516713989","https://openalex.org/W2523262961","https://openalex.org/W2523303816","https://openalex.org/W2740586183","https://openalex.org/W3119651796","https://openalex.org/W3148158941","https://openalex.org/W4211049957","https://openalex.org/W4226283154","https://openalex.org/W4230040612","https://openalex.org/W4230799834","https://openalex.org/W4234967753","https://openalex.org/W4238530616","https://openalex.org/W4238717354","https://openalex.org/W4239510810","https://openalex.org/W4249625715","https://openalex.org/W4250857377","https://openalex.org/W6629781490","https://openalex.org/W6640462745","https://openalex.org/W6650938695","https://openalex.org/W6660556005","https://openalex.org/W6680140577","https://openalex.org/W6698873770","https://openalex.org/W6727118793"],"related_works":["https://openalex.org/W2601003701","https://openalex.org/W1485952063","https://openalex.org/W2060045119","https://openalex.org/W2901666165","https://openalex.org/W2937720511","https://openalex.org/W2079372207","https://openalex.org/W4313340596","https://openalex.org/W4255621315","https://openalex.org/W3025951784","https://openalex.org/W4245382487"],"abstract_inverted_index":{"Data":[0],"mining":[1,30,61,78,113],"and":[2,12,31,45,62,79,87,106,114],"analytics":[3,63,80,115],"have":[4],"played":[5],"an":[6],"important":[7],"role":[8],"in":[9,15,65,116],"knowledge":[10],"discovery":[11],"decision":[13],"making/supports":[14],"the":[16,20,48,66,70,95,117],"process":[17,67,118],"industry":[18,68],"over":[19,69],"past":[21,71],"several":[22,72],"decades.":[23,73],"As":[24],"a":[25,56],"computational":[26],"engine":[27],"to":[28],"data":[29,42,60,77,112],"analytics,":[32],"machine":[33,51],"learning":[34,86,90,100],"serves":[35],"as":[36,92,94],"basic":[37],"tools":[38],"for":[39,108],"information":[40],"extraction,":[41],"pattern":[43],"recognition":[44],"predictions.":[46],"From":[47],"perspective":[49],"of":[50,76,98],"learning,":[52],"this":[53],"paper":[54],"provides":[55],"review":[57],"on":[58,111],"existing":[59],"applications":[64],"The":[74],"state-of-the-art":[75],"are":[81,104],"reviewed":[82],"through":[83],"eight":[84],"unsupervised":[85],"ten":[88],"supervised":[89],"algorithms,":[91],"well":[93],"application":[96],"status":[97],"semi-supervised":[99],"algorithms.":[101],"Several":[102],"perspectives":[103],"highlighted":[105],"discussed":[107],"future":[109],"researches":[110],"industry.":[119]},"counts_by_year":[{"year":2026,"cited_by_count":20},{"year":2025,"cited_by_count":70},{"year":2024,"cited_by_count":73},{"year":2023,"cited_by_count":83},{"year":2022,"cited_by_count":115},{"year":2021,"cited_by_count":140},{"year":2020,"cited_by_count":138},{"year":2019,"cited_by_count":147},{"year":2018,"cited_by_count":88},{"year":2017,"cited_by_count":8}],"updated_date":"2026-04-17T18:11:37.981687","created_date":"2025-10-10T00:00:00"}