{"id":"https://openalex.org/W4909282","doi":null,"title":"Substructure discovery in the SUBDUE system","display_name":"Substructure discovery in the SUBDUE system","publication_year":1994,"publication_date":"1994-07-31","ids":{"openalex":"https://openalex.org/W4909282","mag":"4909282"},"language":"en","primary_location":{"id":"pmh:oai:CiteSeerX.psu:10.1.1.407.6721","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.407.6721","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.aaai.org/Papers/Workshops/1994/WS-94-03/WS94-03-015.pdf","raw_type":"text"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":[],"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/A5044712355","display_name":"Lawrence B. Holder","orcid":"https://orcid.org/0000-0002-6586-3144","observed_orcids":["https://orcid.org/0000-0002-6586-3144"]},"institutions":[{"id":"https://openalex.org/I189196454","display_name":"The University of Texas at Arlington","ror":"https://ror.org/019kgqr73","country_code":"US","type":"education","lineage":["https://openalex.org/I189196454"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lawrence B. Holder","raw_affiliation_strings":["Learning and Planning Laboratory, Department of Computer Science and Engineering, University of Texas at Arlington, Arlington, TX#TAB#"],"raw_orcid":"https://orcid.org/0000-0002-6586-3144","affiliations":[{"raw_affiliation_string":"Learning and Planning Laboratory, Department of Computer Science and Engineering, University of Texas at Arlington, Arlington, TX#TAB#","institution_ids":["https://openalex.org/I189196454"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048183050","display_name":"Diane J. Cook","orcid":"https://orcid.org/0000-0002-4441-7508","observed_orcids":["https://orcid.org/0000-0002-4441-7508","https://orcid.org/0000-0001-9711-2954"]},"institutions":[{"id":"https://openalex.org/I189196454","display_name":"The University of Texas at Arlington","ror":"https://ror.org/019kgqr73","country_code":"US","type":"education","lineage":["https://openalex.org/I189196454"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Diane J. Cook","raw_affiliation_strings":["Learning and Planning Laboratory, Department of Computer Science and Engineering, University of Texas at Arlington, Arlington, TX#TAB#"],"raw_orcid":"https://orcid.org/0000-0002-4441-7508","affiliations":[{"raw_affiliation_string":"Learning and Planning Laboratory, Department of Computer Science and Engineering, University of Texas at Arlington, Arlington, TX#TAB#","institution_ids":["https://openalex.org/I189196454"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012933554","display_name":"Surnjani Djoko","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I189196454","display_name":"The University of Texas at Arlington","ror":"https://ror.org/019kgqr73","country_code":"US","type":"education","lineage":["https://openalex.org/I189196454"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Surnjani Djoko","raw_affiliation_strings":["Learning and Planning Laboratory, Department of Computer Science and Engineering, University of Texas at Arlington, Arlington, TX#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Learning and Planning Laboratory, Department of Computer Science and Engineering, University of Texas at Arlington, Arlington, TX#TAB#","institution_ids":["https://openalex.org/I189196454"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I189196454"],"apc_list":null,"apc_paid":null,"fwci":0.989,"has_fulltext":false,"cited_by_count":222,"citation_normalized_percentile":{"value":0.72416472,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":87,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"169","last_page":"180"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9980000257492065,"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":0.9980000257492065,"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/T12292","display_name":"Graph Theory and Algorithms","score":0.0010999999940395355,"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/T10317","display_name":"Advanced Database Systems and Queries","score":9.999999747378752e-05,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/substructure-discovery","display_name":"substructure discovery","score":0.8500000238418579},{"id":"https://openalex.org/keywords/subdue","display_name":"Subdue","score":0.9459999799728394},{"id":"https://openalex.org/keywords/minimum-description-length","display_name":"minimum description length","score":0.8799999952316284},{"id":"https://openalex.org/keywords/graph-matching","display_name":"graph matching","score":0.5220000147819519},{"id":"https://openalex.org/keywords/prior-knowledge","display_name":"prior knowledge","score":0.6850000023841858},{"id":"https://openalex.org/keywords/structural-database","display_name":"structural database","score":0.5559999942779541}],"concepts":[{"id":"https://openalex.org/C99679407","wikidata":"https://www.wikidata.org/wiki/Q56761637","display_name":"Substructure","level":2,"score":0.7956112623214722},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6941971778869629},{"id":"https://openalex.org/C87465248","wikidata":"https://www.wikidata.org/wiki/Q1417790","display_name":"Minimum description length","level":2,"score":0.6071828603744507},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.5178059339523315},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.4376692771911621},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.43290162086486816},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4243248701095581},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3252946734428406},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16172194480895996},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09744787216186523},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.07032248377799988},{"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/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"pmh:oai:CiteSeerX.psu:10.1.1.407.6721","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.407.6721","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.aaai.org/Papers/Workshops/1994/WS-94-03/WS94-03-015.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.44.6602","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.44.6602","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://cygnus.uta.edu/subdue/publications/kdd94.ps","raw_type":"text"},{"id":"mag:4909282","doi":null,"is_oa":false,"landing_page_url":"https://www.aaai.org/Papers/Workshops/1994/WS-94-03/WS94-03-015.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306420424","display_name":"Knowledge Discovery and Data Mining","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"Knowledge Discovery and Data Mining","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W40176063","https://openalex.org/W46879451","https://openalex.org/W145349841","https://openalex.org/W201569951","https://openalex.org/W1487802415","https://openalex.org/W1488252886","https://openalex.org/W1527883571","https://openalex.org/W1533169541","https://openalex.org/W1549845211","https://openalex.org/W1556062032","https://openalex.org/W1588025736","https://openalex.org/W1597474747","https://openalex.org/W1748744376","https://openalex.org/W1759589120","https://openalex.org/W1826105780","https://openalex.org/W1983661866","https://openalex.org/W1992880122","https://openalex.org/W2061315523","https://openalex.org/W2073308541","https://openalex.org/W2086465792","https://openalex.org/W2120596186","https://openalex.org/W2124996875","https://openalex.org/W2152450746"],"related_works":["https://openalex.org/W2124996875","https://openalex.org/W1550545076","https://openalex.org/W2339749080","https://openalex.org/W1552129808","https://openalex.org/W2019119722","https://openalex.org/W2123150109","https://openalex.org/W2155377298","https://openalex.org/W7100969974","https://openalex.org/W30532218","https://openalex.org/W2133946916"],"abstract_inverted_index":{"Because":[0],"many":[1],"databases":[2],"contain":[3],"or":[4,91],"can":[5],"be":[6],"embellished":[7],"with":[8,133],"structural":[9,52,74],"information,":[10],"a":[11,69,88,103,112,122],"method":[12],"for":[13,87],"identifying":[14],"interesting":[15],"and":[16,50,94],"repetitive":[17],"substructures":[18,45,60,86],"is":[19],"an":[20,98],"essential":[21],"component":[22],"to":[23,43,121,130],"discovering":[24],"knowledge":[25],"in":[26,54,61,76,108],"such":[27],"databases.":[28],"This":[29],"paper":[30],"describes":[31],"the":[32,37,48,55,62,73,77,95,109,117],"SUBDUE":[33,67,83,120,132],"system,":[34],"which":[35],"uses":[36],"minimum":[38],"description":[39,71],"length":[40],"(MDL)":[41],"principle":[42],"discover":[44],"that":[46],"compress":[47],"database":[49],"represent":[51],"concepts":[53],"data.":[56,78],"By":[57],"replacing":[58],"previously-discovered":[59],"data,":[63],"multiple":[64],"passes":[65],"of":[66,72,80,97,106,111,119,124],"produce":[68],"hierarchical":[70],"regularities":[75],"Inclusion":[79],"background":[81],"knowledgeguides":[82],"toward":[84],"appropriate":[85],"particular":[89],"domain":[90],"discovery":[92,135],"goal,":[93],"use":[96],"inexact":[99],"graph":[100],"match":[101],"allows":[102],"controlled":[104],"amount":[105],"deviations":[107],"instance":[110],"substructure":[113],"concept.":[114],"We":[115,126],"describe":[116],"application":[118],"variety":[123],"domains.":[125],"also":[127],"discuss":[128],"approaches":[129],"combining":[131],"non-structural":[134],"systems.":[136],"1":[137]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":14},{"year":2017,"cited_by_count":10},{"year":2016,"cited_by_count":10},{"year":2015,"cited_by_count":12},{"year":2014,"cited_by_count":18},{"year":2013,"cited_by_count":20},{"year":2012,"cited_by_count":17}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2016-06-24T00:00:00"}
