{"id":"https://openalex.org/W2243396390","doi":"https://doi.org/10.1109/fskd.2015.7382015","title":"A new validation method of fuzzy association rules based on the Structural Equation Modeling","display_name":"A new validation method of fuzzy association rules based on the Structural Equation Modeling","publication_year":2015,"publication_date":"2015-08-01","ids":{"openalex":"https://openalex.org/W2243396390","doi":"https://doi.org/10.1109/fskd.2015.7382015","mag":"2243396390"},"language":"en","primary_location":{"id":"doi:10.1109/fskd.2015.7382015","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fskd.2015.7382015","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 12th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD)","raw_type":"proceedings-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/A5082450052","display_name":"Imen Mguirris","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Imen Mguirris","raw_affiliation_strings":["Computer Science Department, FST-University of Tunis EIManar, Tunis, Tunisia"],"affiliations":[{"raw_affiliation_string":"Computer Science Department, FST-University of Tunis EIManar, Tunis, Tunisia","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011746126","display_name":"Hamida Amdouni","orcid":null},"institutions":[{"id":"https://openalex.org/I83259278","display_name":"Manouba University","ror":"https://ror.org/0503ejf32","country_code":"TN","type":"education","lineage":["https://openalex.org/I83259278"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Hamida Amdouni","raw_affiliation_strings":["ESEN, University of Manouba, Manouba, Tunisia"],"affiliations":[{"raw_affiliation_string":"ESEN, University of Manouba, Manouba, Tunisia","institution_ids":["https://openalex.org/I83259278"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111477251","display_name":"Mohamed Mohsen Gammoudi","orcid":null},"institutions":[{"id":"https://openalex.org/I83259278","display_name":"Manouba University","ror":"https://ror.org/0503ejf32","country_code":"TN","type":"education","lineage":["https://openalex.org/I83259278"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Mohamed Mohsen Gammoudi","raw_affiliation_strings":["ISAMM, University of Manouba, Manouba, Tunisia"],"affiliations":[{"raw_affiliation_string":"ISAMM, University of Manouba, Manouba, Tunisia","institution_ids":["https://openalex.org/I83259278"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5082450052"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.14909243,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"624","last_page":"633"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9997000098228455,"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":0.9997000098228455,"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/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9962999820709229,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T11106","display_name":"Data Management and Algorithms","score":0.9634000062942505,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/association-rule-learning","display_name":"Association rule learning","score":0.7433554530143738},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7425943613052368},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6993314027786255},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.6112380623817444},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5674605369567871},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5637021064758301},{"id":"https://openalex.org/keywords/basis","display_name":"Basis (linear algebra)","score":0.5461328029632568},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5190377831459045},{"id":"https://openalex.org/keywords/association","display_name":"Association (psychology)","score":0.4965081810951233},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.41861778497695923},{"id":"https://openalex.org/keywords/structural-equation-modeling","display_name":"Structural equation modeling","score":0.41190189123153687},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3589247167110443},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3522055149078369},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3207853436470032},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.19043320417404175},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07253721356391907}],"concepts":[{"id":"https://openalex.org/C193524817","wikidata":"https://www.wikidata.org/wiki/Q386780","display_name":"Association rule learning","level":2,"score":0.7433554530143738},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7425943613052368},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6993314027786255},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.6112380623817444},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5674605369567871},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5637021064758301},{"id":"https://openalex.org/C12426560","wikidata":"https://www.wikidata.org/wiki/Q189569","display_name":"Basis (linear algebra)","level":2,"score":0.5461328029632568},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5190377831459045},{"id":"https://openalex.org/C142853389","wikidata":"https://www.wikidata.org/wiki/Q744778","display_name":"Association (psychology)","level":2,"score":0.4965081810951233},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.41861778497695923},{"id":"https://openalex.org/C71104824","wikidata":"https://www.wikidata.org/wiki/Q1476639","display_name":"Structural equation modeling","level":2,"score":0.41190189123153687},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3589247167110443},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3522055149078369},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3207853436470032},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.19043320417404175},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07253721356391907},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fskd.2015.7382015","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fskd.2015.7382015","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 12th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":80,"referenced_works":["https://openalex.org/W13508501","https://openalex.org/W30901734","https://openalex.org/W110175884","https://openalex.org/W185560355","https://openalex.org/W359721836","https://openalex.org/W1482472192","https://openalex.org/W1483679765","https://openalex.org/W1484413656","https://openalex.org/W1503729935","https://openalex.org/W1528996003","https://openalex.org/W1536736992","https://openalex.org/W1558873405","https://openalex.org/W1585646276","https://openalex.org/W1603022250","https://openalex.org/W1603954989","https://openalex.org/W1709855311","https://openalex.org/W1774460361","https://openalex.org/W1941837079","https://openalex.org/W1967680456","https://openalex.org/W1968661412","https://openalex.org/W1971726054","https://openalex.org/W1973922523","https://openalex.org/W1993574231","https://openalex.org/W1995438227","https://openalex.org/W1996220897","https://openalex.org/W1998801147","https://openalex.org/W2025940841","https://openalex.org/W2027188504","https://openalex.org/W2036149274","https://openalex.org/W2036959577","https://openalex.org/W2037965136","https://openalex.org/W2039504456","https://openalex.org/W2055597712","https://openalex.org/W2059334100","https://openalex.org/W2063764007","https://openalex.org/W2066771339","https://openalex.org/W2068515539","https://openalex.org/W2084890134","https://openalex.org/W2088530342","https://openalex.org/W2100176599","https://openalex.org/W2101481373","https://openalex.org/W2107207062","https://openalex.org/W2108069662","https://openalex.org/W2118572451","https://openalex.org/W2121902137","https://openalex.org/W2123598357","https://openalex.org/W2138057545","https://openalex.org/W2141115288","https://openalex.org/W2151111784","https://openalex.org/W2157832525","https://openalex.org/W2160678268","https://openalex.org/W2163598528","https://openalex.org/W2171612826","https://openalex.org/W2244325062","https://openalex.org/W2396903734","https://openalex.org/W2400991468","https://openalex.org/W2515923983","https://openalex.org/W3114893831","https://openalex.org/W4241634004","https://openalex.org/W4247990657","https://openalex.org/W4253336088","https://openalex.org/W4285719527","https://openalex.org/W4298091299","https://openalex.org/W6600547433","https://openalex.org/W6604443778","https://openalex.org/W6612237021","https://openalex.org/W6628750762","https://openalex.org/W6628973722","https://openalex.org/W6630056684","https://openalex.org/W6631509938","https://openalex.org/W6637896986","https://openalex.org/W6659620516","https://openalex.org/W6675462168","https://openalex.org/W6676115149","https://openalex.org/W6683747150","https://openalex.org/W6684327724","https://openalex.org/W6690704112","https://openalex.org/W6725814334","https://openalex.org/W6787920729","https://openalex.org/W7044224479"],"related_works":["https://openalex.org/W2024934382","https://openalex.org/W2303173273","https://openalex.org/W2513767888","https://openalex.org/W3147308590","https://openalex.org/W1528049813","https://openalex.org/W1968285868","https://openalex.org/W2364043478","https://openalex.org/W4388140417","https://openalex.org/W3153451317","https://openalex.org/W4313635805"],"abstract_inverted_index":{"The":[0],"fuzzy":[1,33],"association":[2,34,93],"rules":[3,35,77,100],"have":[4],"been":[5],"introduced":[6],"in":[7,106],"order":[8],"to":[9,20,53,112],"get":[10],"useful":[11],"and":[12,47,97],"interesting":[13],"information":[14],"from":[15],"numeric":[16],"databases.":[17],"They":[18],"offer":[19],"the":[21,29,80,83,102,107,113],"user":[22],"an":[23],"understandable":[24],"representation":[25],"of":[26,31,40,43,82,91,104,109],"knowledge.":[27],"However,":[28],"task":[30],"mining":[32],"generates":[36],"a":[37,51,58,88],"huge":[38],"number":[39],"rules;":[41],"most":[42],"them":[44,111],"are":[45],"redundant":[46],"uninteresting.":[48],"To":[49],"give":[50],"solution":[52],"this":[54],"problem,":[55],"we":[56],"suggest":[57],"validation":[59],"method":[60,72],"that":[61,86],"uses":[62],"statistical":[63],"tools,":[64],"such":[65],"as":[66],"Structural":[67],"Equation":[68],"Modeling":[69],"(MES).":[70],"Our":[71],"consists":[73],"in:":[74],"(i)":[75],"extracting":[76],"based":[78],"on":[79],"closure":[81],"Galois":[84],"connection":[85],"provides":[87],"generic":[89],"basis":[90],"all":[92],"rules.":[94],"(ii)":[95],"evaluating":[96],"ranking":[98],"these":[99],"through":[101],"coefficient":[103],"MES":[105],"objective":[108],"presenting":[110],"expert":[114],"for":[115],"validation.":[116]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
