{"id":"https://openalex.org/W3035808318","doi":"https://doi.org/10.1109/tetci.2020.3000224","title":"An Evolutionary Model to Mine High Expected Utility Patterns From Uncertain Databases","display_name":"An Evolutionary Model to Mine High Expected Utility Patterns From Uncertain Databases","publication_year":2020,"publication_date":"2020-06-22","ids":{"openalex":"https://openalex.org/W3035808318","doi":"https://doi.org/10.1109/tetci.2020.3000224","mag":"3035808318"},"language":"en","primary_location":{"id":"doi:10.1109/tetci.2020.3000224","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tetci.2020.3000224","pdf_url":null,"source":{"id":"https://openalex.org/S4210210251","display_name":"IEEE Transactions on Emerging Topics in Computational Intelligence","issn_l":"2471-285X","issn":["2471-285X"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Emerging Topics in Computational Intelligence","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hdl.handle.net/11250/3014431","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5091198094","display_name":"Usman Ahmed","orcid":"https://orcid.org/0000-0002-3933-4273"},"institutions":[{"id":"https://openalex.org/I179863766","display_name":"Western Norway University of Applied Sciences","ror":"https://ror.org/05phns765","country_code":"NO","type":"education","lineage":["https://openalex.org/I179863766"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Usman Ahmed","raw_affiliation_strings":["Department of Computer Science, Electrical Engineering and Mathematical Sciences, Western Norway University of Applied Sciences, Bergen, Norway"],"raw_orcid":"https://orcid.org/0000-0002-3933-4273","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Electrical Engineering and Mathematical Sciences, Western Norway University of Applied Sciences, Bergen, Norway","institution_ids":["https://openalex.org/I179863766"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000640263","display_name":"Jerry Chun\u2010Wei Lin","orcid":"https://orcid.org/0000-0001-8768-9709"},"institutions":[{"id":"https://openalex.org/I179863766","display_name":"Western Norway University of Applied Sciences","ror":"https://ror.org/05phns765","country_code":"NO","type":"education","lineage":["https://openalex.org/I179863766"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Jerry Chun-Wei Lin","raw_affiliation_strings":["Department of Computer Science, Electrical Engineering and Mathematical Sciences, Western Norway University of Applied Sciences, Bergen, Norway"],"raw_orcid":"https://orcid.org/0000-0001-8768-9709","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Electrical Engineering and Mathematical Sciences, Western Norway University of Applied Sciences, Bergen, Norway","institution_ids":["https://openalex.org/I179863766"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041541232","display_name":"Gautam Srivastava","orcid":"https://orcid.org/0000-0001-9851-4103"},"institutions":[{"id":"https://openalex.org/I48890080","display_name":"Brandon University","ror":"https://ror.org/02qp25a50","country_code":"CA","type":"education","lineage":["https://openalex.org/I48890080"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Gautam Srivastava","raw_affiliation_strings":["Department of Mathematics & Computer Science, Brandon University, Brandon, MB, Canada"],"raw_orcid":"https://orcid.org/0000-0001-9851-4103","affiliations":[{"raw_affiliation_string":"Department of Mathematics & Computer Science, Brandon University, Brandon, MB, Canada","institution_ids":["https://openalex.org/I48890080"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090333894","display_name":"Rizwan Yasin","orcid":"https://orcid.org/0000-0003-1120-6410"},"institutions":[{"id":"https://openalex.org/I4210088086","display_name":"Capital University of Science and Technology","ror":"https://ror.org/004776246","country_code":"PK","type":"education","lineage":["https://openalex.org/I4210088086"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Rizwan Yasin","raw_affiliation_strings":["Department of Computer Science, Centre for Research in Data Science, Semantics & Scientometrics (CRDS), Capital University of Science and Technology, Islamabad, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Centre for Research in Data Science, Semantics & Scientometrics (CRDS), Capital University of Science and Technology, Islamabad, Pakistan","institution_ids":["https://openalex.org/I4210088086"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057697626","display_name":"Youcef Djenouri","orcid":"https://orcid.org/0000-0003-0135-7450"},"institutions":[{"id":"https://openalex.org/I173888879","display_name":"SINTEF","ror":"https://ror.org/01f677e56","country_code":"NO","type":"facility","lineage":["https://openalex.org/I173888879"]},{"id":"https://openalex.org/I4387930215","display_name":"SINTEF Digital","ror":"https://ror.org/028m52w57","country_code":null,"type":"facility","lineage":["https://openalex.org/I173888879","https://openalex.org/I4387930215"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Youcef Djenouri","raw_affiliation_strings":["SINTEF Digital, Oslo, Norway"],"raw_orcid":"https://orcid.org/0000-0003-0135-7450","affiliations":[{"raw_affiliation_string":"SINTEF Digital, Oslo, Norway","institution_ids":["https://openalex.org/I173888879","https://openalex.org/I4387930215"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":12.245,"has_fulltext":false,"cited_by_count":54,"citation_normalized_percentile":{"value":0.98582609,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"5","issue":"1","first_page":"19","last_page":"28"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9940000176429749,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9922000169754028,"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/limit","display_name":"Limit (mathematics)","score":0.749730110168457},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7248120903968811},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5705440044403076},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5691965818405151},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.5542556047439575},{"id":"https://openalex.org/keywords/uncertain-data","display_name":"Uncertain data","score":0.518675684928894},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.5013833045959473},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.46065354347229004},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.269167423248291},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2405405342578888},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13797861337661743}],"concepts":[{"id":"https://openalex.org/C151201525","wikidata":"https://www.wikidata.org/wiki/Q177239","display_name":"Limit (mathematics)","level":2,"score":0.749730110168457},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7248120903968811},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5705440044403076},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5691965818405151},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.5542556047439575},{"id":"https://openalex.org/C2778865114","wikidata":"https://www.wikidata.org/wiki/Q7882489","display_name":"Uncertain data","level":2,"score":0.518675684928894},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.5013833045959473},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.46065354347229004},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.269167423248291},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2405405342578888},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13797861337661743},{"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/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tetci.2020.3000224","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tetci.2020.3000224","pdf_url":null,"source":{"id":"https://openalex.org/S4210210251","display_name":"IEEE Transactions on Emerging Topics in Computational Intelligence","issn_l":"2471-285X","issn":["2471-285X"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Emerging Topics in Computational Intelligence","raw_type":"journal-article"},{"id":"pmh:oai:sintef.brage.unit.no:11250/3014431","is_oa":true,"landing_page_url":"https://hdl.handle.net/11250/3014431","pdf_url":null,"source":{"id":"https://openalex.org/S4306401716","display_name":"Duo Research Archive (University of Oslo)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I184942183","host_organization_name":"University of Oslo","host_organization_lineage":["https://openalex.org/I184942183"],"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":"19-28","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:sintef.brage.unit.no:11250/3014431","is_oa":true,"landing_page_url":"https://hdl.handle.net/11250/3014431","pdf_url":null,"source":{"id":"https://openalex.org/S4306401716","display_name":"Duo Research Archive (University of Oslo)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I184942183","host_organization_name":"University of Oslo","host_organization_lineage":["https://openalex.org/I184942183"],"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":"19-28","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.75}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":51,"referenced_works":["https://openalex.org/W293252075","https://openalex.org/W1063623847","https://openalex.org/W1203759442","https://openalex.org/W1484413656","https://openalex.org/W1833634424","https://openalex.org/W1893898367","https://openalex.org/W1978760769","https://openalex.org/W1986572138","https://openalex.org/W2017299308","https://openalex.org/W2044074944","https://openalex.org/W2061701011","https://openalex.org/W2084866398","https://openalex.org/W2099398039","https://openalex.org/W2106766118","https://openalex.org/W2108457969","https://openalex.org/W2115274736","https://openalex.org/W2126105956","https://openalex.org/W2161637667","https://openalex.org/W2210394964","https://openalex.org/W2229420030","https://openalex.org/W2296164026","https://openalex.org/W2297609079","https://openalex.org/W2347204429","https://openalex.org/W2406806423","https://openalex.org/W2484371772","https://openalex.org/W2506101519","https://openalex.org/W2507635762","https://openalex.org/W2509363971","https://openalex.org/W2513562466","https://openalex.org/W2521728485","https://openalex.org/W2562424539","https://openalex.org/W2580448867","https://openalex.org/W2596993382","https://openalex.org/W2607325176","https://openalex.org/W2724859488","https://openalex.org/W2739513368","https://openalex.org/W2760781913","https://openalex.org/W2803163798","https://openalex.org/W2804685987","https://openalex.org/W2885713120","https://openalex.org/W2909746858","https://openalex.org/W2909756225","https://openalex.org/W2951021318","https://openalex.org/W2969758377","https://openalex.org/W2973857687","https://openalex.org/W2993917720","https://openalex.org/W3006136924","https://openalex.org/W3102927519","https://openalex.org/W6628750762","https://openalex.org/W6676223305","https://openalex.org/W6741831385"],"related_works":["https://openalex.org/W2033687484","https://openalex.org/W2187922804","https://openalex.org/W2113053869","https://openalex.org/W2353396818","https://openalex.org/W2370473919","https://openalex.org/W2762984199","https://openalex.org/W2737719445","https://openalex.org/W2390496461","https://openalex.org/W2389654532","https://openalex.org/W1517908938"],"abstract_inverted_index":{"In":[0,92],"recent":[1],"decades,":[2],"mobile":[3],"or":[4,43],"the":[5,48,58,66,71,102,108,121,128,135,149,159,168,172,192,197,209,214],"Internet":[6],"of":[7,23,36,47,127,174,196,203,208],"Thing":[8],"(IoT)":[9],"devices":[10],"are":[11,155,187],"dramatically":[12],"increasing":[13],"in":[14,53,86,115,148,158,180,201],"many":[15],"domains":[16],"and":[17,27,45,50,61,76,83,89,99,145,194,206],"applications.":[18],"Thus,":[19],"a":[20,33,87,116,181],"massive":[21],"amount":[22,35],"data":[24,31,63],"is":[25,74,78],"generated":[26],"produced.":[28],"Those":[29],"collected":[30,72],"contain":[32],"large":[34],"interesting":[37,109],"information":[38,73,85],"(i.e.,":[39,142],"interestingness,":[40],"weight,":[41],"frequency,":[42],"uncertainty),":[44],"most":[46],"existing":[49],"generic":[51,215],"algorithms":[52],"pattern":[54],"mining":[55],"only":[56],"consider":[57,96],"single":[59],"object":[60],"precise":[62],"to":[64,80,105,162,190,213],"discover":[65,81,134],"required":[67],"information.":[68],"Meanwhile,":[69],"since":[70],"huge,":[75],"it":[77],"necessary":[79],"meaningful":[82],"up-to-date":[84],"limit":[88,117,182],"particular":[90],"time.":[91],"this":[93],"paper,":[94],"we":[95],"both":[97],"utility":[98,112,144],"uncertainty":[100],"as":[101],"majority":[103],"objects":[104],"efficiently":[106],"mine":[107],"high":[110],"expected":[111],"patterns":[113,211],"(HEUPs)":[114],"time":[118,183],"based":[119],"on":[120,167],"multi-objective":[122],"evolutionary":[123],"framework.":[124],"The":[125],"benefits":[126],"designed":[129,198],"model":[130,200],"(called":[131],"MOEA-HEUPM)":[132],"can":[133,177],"valuable":[136],"HEUPs":[137,176],"without":[138],"pre-defined":[139],"threshold":[140],"values":[141],"minimum":[143,146],"uncertainty)":[147],"uncertain":[150],"environment.":[151],"Two":[152],"encoding":[153],"methodologies":[154],"also":[156],"considered":[157],"developed":[160,169],"MOEA-HEUPM":[161,170,199],"show":[163,191],"its":[164],"effectiveness.":[165],"Based":[166],"model,":[171],"set":[173],"non-dominated":[175],"be":[178],"discovered":[179,210],"for":[184],"decision-making.":[185],"Experiments":[186],"then":[188],"conducted":[189],"effectiveness":[193],"efficiency":[195],"terms":[202],"convergence,":[204],"hypervolume":[205],"number":[207],"compared":[212],"approaches.":[216]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":14},{"year":2021,"cited_by_count":14},{"year":2020,"cited_by_count":8}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}