{"id":"https://openalex.org/W2134523728","doi":"https://doi.org/10.1109/aiccsa.2008.4493535","title":"Using sensitivity of a bayesian network to discover interesting patterns","display_name":"Using sensitivity of a bayesian network to discover interesting patterns","publication_year":2008,"publication_date":"2008-03-01","ids":{"openalex":"https://openalex.org/W2134523728","doi":"https://doi.org/10.1109/aiccsa.2008.4493535","mag":"2134523728"},"language":"en","primary_location":{"id":"doi:10.1109/aiccsa.2008.4493535","is_oa":false,"landing_page_url":"https://doi.org/10.1109/aiccsa.2008.4493535","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 IEEE/ACS International Conference on Computer Systems and Applications","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/A5005227839","display_name":"Rana Malhas","orcid":"https://orcid.org/0000-0002-1518-7256"},"institutions":[{"id":"https://openalex.org/I60342839","display_name":"Qatar University","ror":"https://ror.org/00yhnba62","country_code":"QA","type":"education","lineage":["https://openalex.org/I60342839"]}],"countries":["QA"],"is_corresponding":true,"raw_author_name":"Rana Malhas","raw_affiliation_strings":["Dept. of Computer Science & Engineering, Qatar University, Qatar","Qatar\u00a0University,\u00a0Doha"],"affiliations":[{"raw_affiliation_string":"Dept. of Computer Science & Engineering, Qatar University, Qatar","institution_ids":["https://openalex.org/I60342839"]},{"raw_affiliation_string":"Qatar\u00a0University,\u00a0Doha","institution_ids":["https://openalex.org/I60342839"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069814126","display_name":"Zaher Al Aghbari","orcid":"https://orcid.org/0000-0003-2285-953X"},"institutions":[{"id":"https://openalex.org/I29891158","display_name":"University of Sharjah","ror":"https://ror.org/00engpz63","country_code":"AE","type":"education","lineage":["https://openalex.org/I29891158"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Zaher Al Aghbari","raw_affiliation_strings":["Department of Computer Science, University of Sharjah, United Arab Emirates","Dept. of Comput. Sci., Univ. of Sharjah, United Arab Emirates"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Sharjah, United Arab Emirates","institution_ids":["https://openalex.org/I29891158"]},{"raw_affiliation_string":"Dept. of Comput. Sci., Univ. of Sharjah, United Arab Emirates","institution_ids":["https://openalex.org/I29891158"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5005227839"],"corresponding_institution_ids":["https://openalex.org/I60342839"],"apc_list":null,"apc_paid":null,"fwci":0.885,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.85244389,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"196","last_page":"205"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9983999729156494,"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":0.9983999729156494,"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/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9977999925613403,"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/T11106","display_name":"Data Management and Algorithms","score":0.9962000250816345,"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/bayesian-network","display_name":"Bayesian network","score":0.7829011678695679},{"id":"https://openalex.org/keywords/sensitivity","display_name":"Sensitivity (control systems)","score":0.7415552139282227},{"id":"https://openalex.org/keywords/measure","display_name":"Measure (data warehouse)","score":0.6825857162475586},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.6774750351905823},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5584431886672974},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4966352581977844},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.47379228472709656},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3925180733203888},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.0924326479434967}],"concepts":[{"id":"https://openalex.org/C33724603","wikidata":"https://www.wikidata.org/wiki/Q812540","display_name":"Bayesian network","level":2,"score":0.7829011678695679},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.7415552139282227},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.6825857162475586},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.6774750351905823},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5584431886672974},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4966352581977844},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.47379228472709656},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3925180733203888},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0924326479434967},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/aiccsa.2008.4493535","is_oa":false,"landing_page_url":"https://doi.org/10.1109/aiccsa.2008.4493535","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 IEEE/ACS International Conference on Computer Systems and Applications","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6499999761581421,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W48920344","https://openalex.org/W1596290048","https://openalex.org/W1973996621","https://openalex.org/W1978387271","https://openalex.org/W1982333717","https://openalex.org/W1990178492","https://openalex.org/W2042970816","https://openalex.org/W2044786378","https://openalex.org/W2066277072","https://openalex.org/W2069469807","https://openalex.org/W2109272824","https://openalex.org/W2120943950","https://openalex.org/W2126920781","https://openalex.org/W2131289833","https://openalex.org/W2135666144","https://openalex.org/W2136663836","https://openalex.org/W2138420488","https://openalex.org/W2149706766","https://openalex.org/W2159080219","https://openalex.org/W2166559705","https://openalex.org/W4300308128","https://openalex.org/W6602023119","https://openalex.org/W6677997503","https://openalex.org/W6680524319"],"related_works":["https://openalex.org/W4255837520","https://openalex.org/W2387011115","https://openalex.org/W4234808182","https://openalex.org/W2382043075","https://openalex.org/W2809151339","https://openalex.org/W2360673138","https://openalex.org/W2809370583","https://openalex.org/W2333722679","https://openalex.org/W4255628145","https://openalex.org/W2093320919"],"abstract_inverted_index":{"In":[0,70],"this":[1],"paper,":[2],"we":[3],"present":[4],"a":[5,22,51,82,89,102,130],"new":[6,26],"measure":[7,27,83],"of":[8,33,50,56,84,88,116,124],"interestingness":[9],"to":[10,37,108],"discover":[11],"interesting":[12],"patterns":[13,39],"based":[14],"on":[15,53],"the":[16,31,34,38,43,54,57,63,96,109,114,121],"user's":[17],"background":[18],"knowledge,":[19],"represented":[20],"by":[21,41,93,101,137],"Bayesian":[23,35,58,110],"network.":[24,59,111],"The":[25,86,133],"(Sensitivity":[28],"measure)":[29],"captures":[30],"sensitivity":[32,65],"network":[36],"discovered":[40],"assessing":[42],"<b":[44,47],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[45,48],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">uncertainty-increasing</b>":[46],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">potential</b>":[49],"pattern":[52,90,103],"beliefs":[55],"Patterns":[60],"that":[61],"attain":[62],"highest":[64],"scores":[66],"are":[67],"deemed":[68],"interesting.":[69],"our":[71,117],"approach,":[72],"mutual":[73,97],"information":[74,76,98],"(from":[75],"theory)":[77],"came":[78],"in":[79],"handy":[80],"as":[81,106,129],"uncertainty.":[85],"Sensitivity":[87],"is":[91],"computed":[92],"summing":[94],"up":[95],"increases":[99],"incurred":[100],"when":[104],"entered":[105],"evidence/findings":[107],"We":[112],"demonstrate":[113],"strength":[115],"approach":[118],"experimentally":[119],"using":[120],"KSL":[122],"dataset":[123],"Danish":[125],"70":[126],"year":[127],"olds":[128],"case":[131],"study.":[132],"results":[134],"were":[135],"verified":[136],"consulting":[138],"two":[139],"doctors":[140],"(internists).":[141]},"counts_by_year":[{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":2}],"updated_date":"2026-03-25T13:04:00.132906","created_date":"2025-10-10T00:00:00"}