{"id":"https://openalex.org/W2172878690","doi":"https://doi.org/10.1007/978-3-319-31093-0_9","title":"Fuzzy Entropy Used for Predictive Analytics","display_name":"Fuzzy Entropy Used for Predictive Analytics","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W2172878690","doi":"https://doi.org/10.1007/978-3-319-31093-0_9","mag":"2172878690"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-31093-0_9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-31093-0_9","pdf_url":null,"source":{"id":"https://openalex.org/S4210229206","display_name":"Studies in fuzziness and soft computing","issn_l":"1434-9922","issn":["1434-9922","1860-0808"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Fuzziness and Soft Computing","raw_type":"book-chapter"},"type":"book-chapter","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/A5019213136","display_name":"Christer Carlsson","orcid":"https://orcid.org/0000-0001-9993-1507"},"institutions":[{"id":"https://openalex.org/I130217899","display_name":"\u00c5bo Akademi University","ror":"https://ror.org/029pk6x14","country_code":"FI","type":"education","lineage":["https://openalex.org/I130217899"]}],"countries":["FI"],"is_corresponding":true,"raw_author_name":"Christer Carlsson","raw_affiliation_strings":["IAMSR, \u00c5bo Akademi University, Turku, Finland"],"affiliations":[{"raw_affiliation_string":"IAMSR, \u00c5bo Akademi University, Turku, Finland","institution_ids":["https://openalex.org/I130217899"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056781644","display_name":"Markku Heikkil\u00e4","orcid":null},"institutions":[{"id":"https://openalex.org/I130217899","display_name":"\u00c5bo Akademi University","ror":"https://ror.org/029pk6x14","country_code":"FI","type":"education","lineage":["https://openalex.org/I130217899"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Markku Heikkil\u00e4","raw_affiliation_strings":["IAMSR, \u00c5bo Akademi University, Turku, Finland"],"affiliations":[{"raw_affiliation_string":"IAMSR, \u00c5bo Akademi University, Turku, Finland","institution_ids":["https://openalex.org/I130217899"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075433351","display_name":"J\u00f3zsef Mezei","orcid":"https://orcid.org/0000-0002-2156-8549"},"institutions":[{"id":"https://openalex.org/I130217899","display_name":"\u00c5bo Akademi University","ror":"https://ror.org/029pk6x14","country_code":"FI","type":"education","lineage":["https://openalex.org/I130217899"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"J\u00f3zsef Mezei","raw_affiliation_strings":["IAMSR, \u00c5bo Akademi University, Turku, Finland"],"affiliations":[{"raw_affiliation_string":"IAMSR, \u00c5bo Akademi University, Turku, Finland","institution_ids":["https://openalex.org/I130217899"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5019213136"],"corresponding_institution_ids":["https://openalex.org/I130217899"],"apc_list":null,"apc_paid":null,"fwci":7.0717,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.97828598,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"187","last_page":"209"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9858999848365784,"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":0.9858999848365784,"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":0.9746999740600586,"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/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9733999967575073,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6953691244125366},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.6187307238578796},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6171044111251831},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.5893600583076477},{"id":"https://openalex.org/keywords/predictive-maintenance","display_name":"Predictive maintenance","score":0.5312680006027222},{"id":"https://openalex.org/keywords/predictive-analytics","display_name":"Predictive analytics","score":0.521701991558075},{"id":"https://openalex.org/keywords/entropy","display_name":"Entropy (arrow of time)","score":0.5161944031715393},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.457112580537796},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4458848237991333},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4420965909957886},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.43646231293678284},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.43578240275382996},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.40244853496551514},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.36380380392074585},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.200970858335495},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.19387948513031006}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6953691244125366},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.6187307238578796},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6171044111251831},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.5893600583076477},{"id":"https://openalex.org/C70452415","wikidata":"https://www.wikidata.org/wiki/Q3182448","display_name":"Predictive maintenance","level":2,"score":0.5312680006027222},{"id":"https://openalex.org/C83209312","wikidata":"https://www.wikidata.org/wiki/Q1053367","display_name":"Predictive analytics","level":2,"score":0.521701991558075},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.5161944031715393},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.457112580537796},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4458848237991333},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4420965909957886},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.43646231293678284},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.43578240275382996},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40244853496551514},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.36380380392074585},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.200970858335495},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.19387948513031006},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"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":3,"locations":[{"id":"doi:10.1007/978-3-319-31093-0_9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-31093-0_9","pdf_url":null,"source":{"id":"https://openalex.org/S4210229206","display_name":"Studies in fuzziness and soft computing","issn_l":"1434-9922","issn":["1434-9922","1860-0808"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Fuzziness and Soft Computing","raw_type":"book-chapter"},{"id":"pmh:oai:pure.atira.dk:publications/7679e92d-0910-422b-b956-1aa55af737d7","is_oa":false,"landing_page_url":"https://research.abo.fi/en/publications/7679e92d-0910-422b-b956-1aa55af737d7","pdf_url":null,"source":{"id":"https://openalex.org/S4406923060","display_name":"\u00c5bo Akademi University Research Portal","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Carlsson , C , Heikkil\u00e4 , M & Mezei , J 2016 , Fuzzy Entropy Used for Predictive Analytics . in C Kahraman , U Kaymak & A Yazici (eds) , Fuzzy Logic in Its 50th Year . Springer, Cham , pp. 187\u2013209 . https://doi.org/10.1007/978-3-319-31093-0_9","raw_type":"bookPart"},{"id":"pmh:oai:pure.atira.dk:publications/9ac121b2-ee7a-4a9e-9cbd-1c9167ac1593","is_oa":false,"landing_page_url":"http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=7337937&tag=1","pdf_url":null,"source":{"id":"https://openalex.org/S4406923060","display_name":"\u00c5bo Akademi University Research Portal","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Carlsson , C , Heikkil\u00e4 , M & Mezei , J 2015 , Fuzzy entropy used for predictive analytics . in A Y et al. (ed.) , Proceedings of the 2015 IEEE internation conference on fuzzy systems . pp. \u2013 , conference , 01/01/15 . https://doi.org/10.1109/FUZZ-IEEE.2015.7337937","raw_type":"contributionToPeriodical"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":54,"referenced_works":["https://openalex.org/W56723094","https://openalex.org/W61606198","https://openalex.org/W129830072","https://openalex.org/W323404752","https://openalex.org/W599484070","https://openalex.org/W1495061682","https://openalex.org/W1505837402","https://openalex.org/W1517393943","https://openalex.org/W1569545294","https://openalex.org/W1600794084","https://openalex.org/W1663034667","https://openalex.org/W1713617650","https://openalex.org/W1965239040","https://openalex.org/W1973213502","https://openalex.org/W1991901402","https://openalex.org/W1995875735","https://openalex.org/W2007508233","https://openalex.org/W2023124966","https://openalex.org/W2026244788","https://openalex.org/W2029074979","https://openalex.org/W2037351862","https://openalex.org/W2040121225","https://openalex.org/W2041312754","https://openalex.org/W2044313855","https://openalex.org/W2047431606","https://openalex.org/W2052164429","https://openalex.org/W2054097208","https://openalex.org/W2056021265","https://openalex.org/W2056788985","https://openalex.org/W2083199031","https://openalex.org/W2102831150","https://openalex.org/W2106849258","https://openalex.org/W2109166750","https://openalex.org/W2109508799","https://openalex.org/W2113890143","https://openalex.org/W2127327101","https://openalex.org/W2131814102","https://openalex.org/W2133462743","https://openalex.org/W2141975087","https://openalex.org/W2142835304","https://openalex.org/W2146424733","https://openalex.org/W2147266179","https://openalex.org/W2148880811","https://openalex.org/W2155263265","https://openalex.org/W2155976821","https://openalex.org/W2261525379","https://openalex.org/W2528029925","https://openalex.org/W2574134800","https://openalex.org/W2912189486","https://openalex.org/W2912565176","https://openalex.org/W3122232506","https://openalex.org/W4211007335","https://openalex.org/W4235254302","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2757958387","https://openalex.org/W2570647323","https://openalex.org/W2206805568","https://openalex.org/W2076942471","https://openalex.org/W2863268765","https://openalex.org/W3027285423","https://openalex.org/W2896245927","https://openalex.org/W4205879366","https://openalex.org/W3012477959","https://openalex.org/W1961101704"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":4}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}