{"id":"https://openalex.org/W2037110642","doi":"https://doi.org/10.1145/2463372.2463406","title":"mDBN","display_name":"mDBN","publication_year":2013,"publication_date":"2013-07-06","ids":{"openalex":"https://openalex.org/W2037110642","doi":"https://doi.org/10.1145/2463372.2463406","mag":"2037110642"},"language":"en","primary_location":{"id":"doi:10.1145/2463372.2463406","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2463372.2463406","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 15th annual conference on Genetic and evolutionary computation","raw_type":"proceedings-article"},"type":"conference-paper","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/A5088980573","display_name":"Nizamul Morshed","orcid":null},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Nizamul Morshed","raw_affiliation_strings":["Monash University, Melbourne, Victoria, Australia","Monash University, Melbourne, Victoria, Australia,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Monash University, Melbourne, Victoria, Australia","institution_ids":["https://openalex.org/I56590836"]},{"raw_affiliation_string":"Monash University, Melbourne, Victoria, Australia,","institution_ids":["https://openalex.org/I56590836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070425791","display_name":"Madhu Chetty","orcid":"https://orcid.org/0000-0001-7052-0413"},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Madhu Chetty","raw_affiliation_strings":["Monash University, Melbourne, Victoria, Australia","Monash University, Melbourne, Victoria, Australia,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Monash University, Melbourne, Victoria, Australia","institution_ids":["https://openalex.org/I56590836"]},{"raw_affiliation_string":"Monash University, Melbourne, Victoria, Australia,","institution_ids":["https://openalex.org/I56590836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000403961","display_name":"Nguy\u1ec5n Xu\u00e2n Vinh","orcid":"https://orcid.org/0000-0002-7275-750X"},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Nguyen Xuan Vinh","raw_affiliation_strings":["Monash University, Melbourne, Victoria, Australia","Monash University, Melbourne, Victoria, Australia,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Monash University, Melbourne, Victoria, Australia","institution_ids":["https://openalex.org/I56590836"]},{"raw_affiliation_string":"Monash University, Melbourne, Victoria, Australia,","institution_ids":["https://openalex.org/I56590836"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031543991","display_name":"Terry Caelli","orcid":"https://orcid.org/0000-0001-9281-2556"},"institutions":[{"id":"https://openalex.org/I42894916","display_name":"Data61","ror":"https://ror.org/03q397159","country_code":"AU","type":"other","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I42894916","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Terry Caelli","raw_affiliation_strings":["National ICT Australia (NICTA), Melbourne, Victoria, Australia","National ICT Australia (NICTA), Melbourne, Victoria, Australia#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National ICT Australia (NICTA), Melbourne, Victoria, Australia","institution_ids":["https://openalex.org/I42894916"]},{"raw_affiliation_string":"National ICT Australia (NICTA), Melbourne, Victoria, Australia#TAB#","institution_ids":["https://openalex.org/I42894916"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.12278257,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":93},"biblio":{"volume":null,"issue":null,"first_page":"279","last_page":"286"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9912999868392944,"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"}},"topics":[{"id":"https://openalex.org/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9912999868392944,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9294000267982483,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9211999773979187,"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/computer-science","display_name":"Computer science","score":0.48184216022491455}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.48184216022491455}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/2463372.2463406","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2463372.2463406","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 15th annual conference on Genetic and evolutionary computation","raw_type":"proceedings-article"},{"id":"pmh:vital:7248","is_oa":false,"landing_page_url":"http://researchonline.federation.edu.au/vital/access/HandleResolver/1959.17/74339","pdf_url":null,"source":{"id":"https://openalex.org/S4306400234","display_name":"FedUni ResearchOnline (Federation University Australia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210158496","host_organization_name":"Australian Federation of University Women \u2013 South Australia","host_organization_lineage":["https://openalex.org/I4210158496"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference paper"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5199999809265137,"id":"https://metadata.un.org/sdg/12","display_name":"Responsible consumption and production"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320315885","display_name":"Australian Government","ror":"https://ror.org/0314h5y94"},{"id":"https://openalex.org/F4320334704","display_name":"Australian Research Council","ror":"https://ror.org/05mmh0f86"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W334783673","https://openalex.org/W1493291218","https://openalex.org/W1530964327","https://openalex.org/W1555800283","https://openalex.org/W1746999535","https://openalex.org/W1987639492","https://openalex.org/W2000642804","https://openalex.org/W2002616263","https://openalex.org/W2026188254","https://openalex.org/W2055433197","https://openalex.org/W2075900721","https://openalex.org/W2082175819","https://openalex.org/W2095622082","https://openalex.org/W2098086436","https://openalex.org/W2100169396","https://openalex.org/W2112780662","https://openalex.org/W2115428292","https://openalex.org/W2126874285","https://openalex.org/W2130319529","https://openalex.org/W2138949658","https://openalex.org/W2142390772","https://openalex.org/W2145033008","https://openalex.org/W2160556205","https://openalex.org/W2161511352","https://openalex.org/W2164078761","https://openalex.org/W2170784541","https://openalex.org/W3023540311"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2478288626","https://openalex.org/W2350741829","https://openalex.org/W2530322880","https://openalex.org/W1596801655"],"abstract_inverted_index":{"Solutions":[0],"for":[1],"deriving":[2],"the":[3,32,35,54,75,86,92,97,112],"most":[4],"consistent":[5],"Bayesian":[6],"gene":[7],"regulatory":[8],"network":[9],"model":[10],"from":[11],"given":[12],"data":[13],"sets":[14],"using":[15,58],"evolutionary":[16],"algorithms":[17],"typically":[18],"only":[19],"result":[20],"in":[21,69,74,85],"locally":[22],"optimal":[23,72],"solutions.":[24],"Further,":[25],"due":[26],"to":[27,89,91,99],"genetic":[28,49],"drift,":[29],"merely":[30],"increasing":[31],"size":[33],"of":[34,106,114],"population":[36],"does":[37],"not":[38],"overcome":[39],"this":[40,43],"limitation.":[41],"In":[42],"paper,":[44],"we":[45],"propose":[46],"a":[47],"two-stage":[48],"algorithm":[50,98],"that":[51],"systematically":[52],"searches":[53],"whole":[55],"search":[56],"space":[57],"frequent":[59,82],"subgraph":[60],"mining":[61],"techniques.":[62],"The":[63],"approach":[64],"finds":[65],"representative":[66],"patterns":[67],"present":[68],"different":[70],"local":[71],"solutions":[73],"first":[76],"stage":[77,88],"and":[78,102,108,110],"then":[79],"combines":[80],"these":[81],"subgraphs":[83],"(motifs)":[84],"second":[87],"converge":[90],"global":[93],"optima.":[94],"We":[95],"apply":[96],"both":[100],"synthetic":[101],"real":[103],"life":[104],"networks":[105],"yeast":[107],"E.coli":[109],"show":[111],"effectiveness":[113],"our":[115],"approach.":[116]},"counts_by_year":[{"year":2021,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2016-06-24T00:00:00"}