{"id":"https://openalex.org/W2104264891","doi":"https://doi.org/10.1145/1244002.1244097","title":"Mining itemsets in the presence of missing values","display_name":"Mining itemsets in the presence of missing values","publication_year":2007,"publication_date":"2007-03-11","ids":{"openalex":"https://openalex.org/W2104264891","doi":"https://doi.org/10.1145/1244002.1244097","mag":"2104264891"},"language":"en","primary_location":{"id":"doi:10.1145/1244002.1244097","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1244002.1244097","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2007 ACM symposium on Applied computing","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/A5073211270","display_name":"Toon Calders","orcid":"https://orcid.org/0000-0002-4943-6978"},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"Toon Calders","raw_affiliation_strings":["Eindhoven Technical University"],"affiliations":[{"raw_affiliation_string":"Eindhoven Technical University","institution_ids":["https://openalex.org/I83019370"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020321444","display_name":"Bart Goethals","orcid":"https://orcid.org/0000-0001-9327-9554"},"institutions":[{"id":"https://openalex.org/I149213910","display_name":"University of Antwerp","ror":"https://ror.org/008x57b05","country_code":"BE","type":"education","lineage":["https://openalex.org/I149213910"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Bart Goethals","raw_affiliation_strings":["University of Antwerp","UNIVERSITY OF ANTWERP*"],"affiliations":[{"raw_affiliation_string":"University of Antwerp","institution_ids":["https://openalex.org/I149213910"]},{"raw_affiliation_string":"UNIVERSITY OF ANTWERP*","institution_ids":["https://openalex.org/I149213910"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021018020","display_name":"Michael Mampaey","orcid":null},"institutions":[{"id":"https://openalex.org/I149213910","display_name":"University of Antwerp","ror":"https://ror.org/008x57b05","country_code":"BE","type":"education","lineage":["https://openalex.org/I149213910"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Michael Mampaey","raw_affiliation_strings":["University of Antwerp","UNIVERSITY OF ANTWERP*"],"affiliations":[{"raw_affiliation_string":"University of Antwerp","institution_ids":["https://openalex.org/I149213910"]},{"raw_affiliation_string":"UNIVERSITY OF ANTWERP*","institution_ids":["https://openalex.org/I149213910"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5073211270"],"corresponding_institution_ids":["https://openalex.org/I83019370"],"apc_list":null,"apc_paid":null,"fwci":6.6381,"has_fulltext":false,"cited_by_count":25,"citation_normalized_percentile":{"value":0.96390823,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"404","last_page":"408"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9998999834060669,"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":0.9998999834060669,"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":0.991100013256073,"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9129999876022339,"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/missing-data","display_name":"Missing data","score":0.7923704385757446},{"id":"https://openalex.org/keywords/association-rule-learning","display_name":"Association rule learning","score":0.7839747667312622},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.7022721171379089},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6282681822776794},{"id":"https://openalex.org/keywords/monotonic-function","display_name":"Monotonic function","score":0.6192174553871155},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6072583794593811},{"id":"https://openalex.org/keywords/property","display_name":"Property (philosophy)","score":0.6041756272315979},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.507773220539093},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.20458713173866272},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.18207940459251404}],"concepts":[{"id":"https://openalex.org/C9357733","wikidata":"https://www.wikidata.org/wiki/Q6878417","display_name":"Missing data","level":2,"score":0.7923704385757446},{"id":"https://openalex.org/C193524817","wikidata":"https://www.wikidata.org/wiki/Q386780","display_name":"Association rule learning","level":2,"score":0.7839747667312622},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.7022721171379089},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6282681822776794},{"id":"https://openalex.org/C72169020","wikidata":"https://www.wikidata.org/wiki/Q194404","display_name":"Monotonic function","level":2,"score":0.6192174553871155},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6072583794593811},{"id":"https://openalex.org/C189950617","wikidata":"https://www.wikidata.org/wiki/Q937228","display_name":"Property (philosophy)","level":2,"score":0.6041756272315979},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.507773220539093},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.20458713173866272},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.18207940459251404},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","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},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":7,"locations":[{"id":"doi:10.1145/1244002.1244097","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1244002.1244097","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2007 ACM symposium on Applied computing","raw_type":"proceedings-article"},{"id":"pmh:oai:pure.tue.nl:openaire_cris_publications/a6dd3e8a-7832-4453-a57f-0eb56c3167f8","is_oa":false,"landing_page_url":"https://research.tue.nl/en/publications/a6dd3e8a-7832-4453-a57f-0eb56c3167f8","pdf_url":null,"source":{"id":"https://openalex.org/S4406922641","display_name":"TU/e 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":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Calders, T, Goethals, B & Mampaey, M 2007, Mining itemsets in the presence of missing values. in Y Cho, R L Wainwright, H Haddad, S Y Shin & Y W Koo (eds), Proceedings of the 22nd Annual ACM Symposium on Applied Computing (SAC 2007) 11-15 March 2007 Seoul, Korea. Association for Computing Machinery, Inc., New York, USA, pp. 404-408, 22nd ACM Symposium on Applied Computing (SAC 2007), Seoul, Korea, Republic of, 11/03/07.","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:665999","is_oa":false,"landing_page_url":"http://library.tue.nl/csp/dare/LinkToRepository.csp?recordnumber=665999","pdf_url":null,"source":{"id":"https://openalex.org/S4406923046","display_name":"TU/e Research Portal (Eindhoven University of Technology)","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":"","raw_type":""},{"id":"pmh:oai:dipot.ulb.ac.be:2013/154251","is_oa":false,"landing_page_url":"http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/154251","pdf_url":null,"source":{"id":"https://openalex.org/S4306401063","display_name":"D\u00e9p\u00f4t institutionnel de l'Universit\u00e9 libre de Bruxelles (Universit\u00e9 Libre de Bruxelles)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I132053463","host_organization_name":"Universit\u00e9 Libre de Bruxelles","host_organization_lineage":["https://openalex.org/I132053463"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"In: Proceedings of the ACM Symposium on Applied Computing. ACM","raw_type":"info:ulb-repo/semantics/openurl/proceeding"},{"id":"pmh:oai:library.tue.nl:665999","is_oa":false,"landing_page_url":"http://repository.tue.nl/665999","pdf_url":null,"source":{"id":"https://openalex.org/S4406923046","display_name":"TU/e Research Portal (Eindhoven University of Technology)","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":"","raw_type":""},{"id":"pmh:oai:pure.tue.nl:publications/a6dd3e8a-7832-4453-a57f-0eb56c3167f8","is_oa":false,"landing_page_url":"http://doi.acm.org/10.1145/1244002.1244097","pdf_url":null,"source":{"id":"https://openalex.org/S4406922641","display_name":"TU/e 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":"Calders, T, Goethals, B & Mampaey, M 2007, Mining itemsets in the presence of missing values. in Y Cho, R L Wainwright, H Haddad, S Y Shin & Y W Koo (eds), Proceedings of the 22nd Annual ACM Symposium on Applied Computing (SAC 2007) 11-15 March 2007 Seoul, Korea. Association for Computing Machinery, Inc., New York, USA, pp. 404-408, 22nd ACM Symposium on Applied Computing (SAC 2007), Seoul, Korea, Republic of, 11/03/07.","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:tue:oai:pure.tue.nl:publications/a6dd3e8a-7832-4453-a57f-0eb56c3167f8","is_oa":false,"landing_page_url":"https://research.tue.nl/nl/publications/a6dd3e8a-7832-4453-a57f-0eb56c3167f8","pdf_url":null,"source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proceedings of the 22nd Annual ACM Symposium on Applied Computing (SAC 2007) 11-15 March 2007 Seoul, Korea, 404 - 408","raw_type":"info:eu-repo/semantics/conferencepaper"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W1520890006","https://openalex.org/W1712463113","https://openalex.org/W2080632942","https://openalex.org/W2099404336","https://openalex.org/W2102219759","https://openalex.org/W2141115288","https://openalex.org/W2166559705"],"related_works":["https://openalex.org/W4380150146","https://openalex.org/W3024870410","https://openalex.org/W2383111961","https://openalex.org/W2410652950","https://openalex.org/W2365952365","https://openalex.org/W2352448290","https://openalex.org/W4283773154","https://openalex.org/W2380820513","https://openalex.org/W3139174110","https://openalex.org/W4289597203"],"abstract_inverted_index":{"Missing":[0],"values":[1,44],"make":[2],"up":[3],"an":[4,71],"important":[5],"and":[6,12,20,38,49,69,79],"unavoidable":[7],"problem":[8,68],"in":[9,46,82],"data":[10],"management":[11],"analysis.":[13],"In":[14,62],"the":[15,32,47,56],"context":[16],"of":[17,36,60],"association":[18,77],"rule":[19],"frequent":[21,80],"itemset":[22],"mining,":[23],"however,":[24],"this":[25,63,67],"issue":[26],"never":[27],"received":[28],"much":[29],"attention.":[30],"Nevertheless,":[31],"well":[33],"known":[34],"measures":[35],"support":[37],"confidence":[39],"are":[40],"misleading":[41],"when":[42],"missing":[43,85],"occur":[45],"data,":[48],"more":[50],"suitable":[51],"definitions":[52],"typically":[53],"don't":[54],"have":[55],"crucial":[57],"monotonicity":[58],"property":[59],"support.":[61],"paper,":[64],"we":[65],"overcome":[66],"provide":[70],"efficient":[72],"algorithm,":[73],"XMiner,":[74],"for":[75],"mining":[76],"rules":[78],"itemsets":[81],"databases":[83],"with":[84],"values.":[86],"XMiner":[87],"is":[88],"empirically":[89],"evaluated,":[90],"showing":[91],"a":[92,96],"clear":[93],"gain":[94],"over":[95],"straightforward":[97],"baseline-algorithm.":[98]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2022,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":3},{"year":2012,"cited_by_count":3}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}