{"id":"https://openalex.org/W1990038196","doi":"https://doi.org/10.1142/s0218213005002016","title":"ITERATIVE STRUCTURE DISCOVERY IN GRAPH-BASED DATA","display_name":"ITERATIVE STRUCTURE DISCOVERY IN GRAPH-BASED DATA","publication_year":2005,"publication_date":"2005-02-01","ids":{"openalex":"https://openalex.org/W1990038196","doi":"https://doi.org/10.1142/s0218213005002016","mag":"1990038196"},"language":"en","primary_location":{"id":"doi:10.1142/s0218213005002016","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218213005002016","pdf_url":null,"source":{"id":"https://openalex.org/S178780388","display_name":"International Journal of Artificial Intelligence Tools","issn_l":"0218-2130","issn":["0218-2130","1793-6349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal on Artificial Intelligence Tools","raw_type":"journal-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/A5090421995","display_name":"Jeffrey Coble","orcid":null},"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":true,"raw_author_name":"JEFFREY A. COBLE","raw_affiliation_strings":["Department of Computer Science and Engineering, The University of Texas at Arlington, Box 19015, Arlington, TX 76019, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, The University of Texas at Arlington, Box 19015, Arlington, TX 76019, USA","institution_ids":["https://openalex.org/I189196454"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090791776","display_name":"Runu Rathi","orcid":null},"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":"RUNU RATHI","raw_affiliation_strings":["Department of Computer Science and Engineering, The University of Texas at Arlington, Box 19015, Arlington, TX 76019, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, The University of Texas at Arlington, Box 19015, Arlington, TX 76019, USA","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"},"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":["Department of Computer Science and Engineering, The University of Texas at Arlington, Box 19015, Arlington, TX 76019, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, The University of Texas at Arlington, Box 19015, Arlington, TX 76019, USA","institution_ids":["https://openalex.org/I189196454"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044712355","display_name":"Lawrence B. Holder","orcid":"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":["Department of Computer Science and Engineering, The University of Texas at Arlington, Box 19015, Arlington, TX 76019, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, The University of Texas at Arlington, Box 19015, Arlington, TX 76019, USA","institution_ids":["https://openalex.org/I189196454"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5090421995"],"corresponding_institution_ids":["https://openalex.org/I189196454"],"apc_list":null,"apc_paid":null,"fwci":2.3877,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.89238098,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"14","issue":"01n02","first_page":"101","last_page":"124"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12292","display_name":"Graph Theory and Algorithms","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T12292","display_name":"Graph Theory and Algorithms","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9976000189781189,"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/T11106","display_name":"Data Management and Algorithms","score":0.9909999966621399,"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/computer-science","display_name":"Computer science","score":0.8905553817749023},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6999404430389404},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4787706434726715},{"id":"https://openalex.org/keywords/data-stream-mining","display_name":"Data stream mining","score":0.4665887653827667},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4365880489349365},{"id":"https://openalex.org/keywords/data-quality","display_name":"Data quality","score":0.41860848665237427},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.1832769215106964}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8905553817749023},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6999404430389404},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4787706434726715},{"id":"https://openalex.org/C89198739","wikidata":"https://www.wikidata.org/wiki/Q3079880","display_name":"Data stream mining","level":2,"score":0.4665887653827667},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4365880489349365},{"id":"https://openalex.org/C24756922","wikidata":"https://www.wikidata.org/wiki/Q1757694","display_name":"Data quality","level":3,"score":0.41860848665237427},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.1832769215106964},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1142/s0218213005002016","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218213005002016","pdf_url":null,"source":{"id":"https://openalex.org/S178780388","display_name":"International Journal of Artificial Intelligence Tools","issn_l":"0218-2130","issn":["0218-2130","1793-6349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal on Artificial Intelligence Tools","raw_type":"journal-article"},{"id":"pmh:ADA459054","is_oa":false,"landing_page_url":"http://oai.dtic.mil/oai/oai?&amp;verb=getRecord&amp;metadataPrefix=html&amp;identifier=ADA459054","pdf_url":null,"source":{"id":"https://openalex.org/S4406923043","display_name":"Defense Technical Information Center (DTIC)","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":"DTIC","raw_type":"Text"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","score":0.6399999856948853,"display_name":"Reduced inequalities"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320338294","display_name":"Air Force Research Laboratory","ror":"https://ror.org/02e2egq70"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W740415","https://openalex.org/W636568019","https://openalex.org/W1485997076","https://openalex.org/W1533169541","https://openalex.org/W1566934627","https://openalex.org/W1597161471","https://openalex.org/W1597561788","https://openalex.org/W1608446759","https://openalex.org/W1722352548","https://openalex.org/W2009727399","https://openalex.org/W2010657328","https://openalex.org/W2022775778","https://openalex.org/W2036217746","https://openalex.org/W2064853889","https://openalex.org/W2095117703","https://openalex.org/W2124996875","https://openalex.org/W2156909104","https://openalex.org/W2158454296","https://openalex.org/W2161455936","https://openalex.org/W2573934436"],"related_works":["https://openalex.org/W807005383","https://openalex.org/W2182399080","https://openalex.org/W1494355008","https://openalex.org/W1501624740","https://openalex.org/W1984941792","https://openalex.org/W2369440580","https://openalex.org/W2109863941","https://openalex.org/W2106570241","https://openalex.org/W3144654663","https://openalex.org/W56178620"],"abstract_inverted_index":{"Much":[0],"of":[1,11,42,187],"current":[2],"data":[3,15,35,57,79,99,113,131,142,157],"mining":[4,36,100,132,153],"research":[5,48],"is":[6,49,58],"focused":[7],"on":[8,124,180],"discovering":[9],"sets":[10,114],"attributes":[12],"that":[13,102,115,145],"discriminate":[14],"entities":[16],"into":[17,121],"classes,":[18],"such":[19],"as":[20],"shopping":[21],"trends":[22],"for":[23,137],"a":[24,98,135,165],"particular":[25],"demographic":[26],"group.":[27],"In":[28,63],"contrast,":[29],"we":[30,66,163],"are":[31,91,116],"working":[32],"to":[33,38,52,69,76,84,119],"develop":[34],"techniques":[37],"discover":[39],"patterns":[40,148],"consisting":[41],"complex":[43],"relationships":[44],"between":[45],"entities.":[46],"Our":[47],"particularly":[50],"applicable":[51],"domains":[53],"in":[54,93,190],"which":[55,168],"the":[56,74,82,146,155,181,192],"event-driven":[59],"or":[60],"relationally":[61],"structured.":[62],"this":[64],"paper":[65],"present":[67,112,185],"approaches":[68],"address":[70,129,160],"two":[71],"related":[72],"challenges;":[73],"need":[75,83],"assimilate":[77],"incremental":[78,130],"updates":[80],"and":[81,95,174,194],"mine":[85],"monolithic":[86,161],"datasets.":[87],"Many":[88],"realistic":[89],"problems":[90,111],"continuous":[92],"nature":[94],"therefore":[96],"require":[97],"approach":[101],"can":[103,149,171],"evolve":[104],"discovered":[105],"knowledge":[106],"over":[107],"time.":[108],"Similarly,":[109],"many":[110],"too":[117],"large":[118],"fit":[120],"dynamic":[122],"memory":[123],"conventional":[125],"computer":[126],"systems.":[127],"We":[128,184],"by":[133,152,167],"introducing":[134],"mechanism":[136],"summarizing":[138],"discoveries":[139],"from":[140],"previous":[141],"increments":[143],"so":[144],"globally-best":[147],"be":[150,172],"computed":[151],"only":[154],"new":[156],"increment.":[158],"To":[159],"datasets":[162,170],"introduce":[164],"technique":[166],"these":[169],"partitioned":[173],"mined":[175],"serially":[176],"with":[177],"minimal":[178],"impact":[179],"result":[182],"quality.":[183],"applications":[186],"our":[188],"work":[189],"both":[191],"counter-terrorism":[193],"bioinformatics":[195],"domains.":[196]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
