{"id":"https://openalex.org/W2954721795","doi":"https://doi.org/10.1007/s41109-019-0155-y","title":"MinerLSD: efficient mining of local patterns on attributed networks","display_name":"MinerLSD: efficient mining of local patterns on attributed networks","publication_year":2019,"publication_date":"2019-06-27","ids":{"openalex":"https://openalex.org/W2954721795","doi":"https://doi.org/10.1007/s41109-019-0155-y","mag":"2954721795"},"language":"en","primary_location":{"id":"doi:10.1007/s41109-019-0155-y","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s41109-019-0155-y","pdf_url":"https://appliednetsci.springeropen.com/track/pdf/10.1007/s41109-019-0155-y.pdf","source":{"id":"https://openalex.org/S3035517252","display_name":"Applied Network Science","issn_l":"2364-8228","issn":["2364-8228"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Network Science","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://appliednetsci.springeropen.com/track/pdf/10.1007/s41109-019-0155-y.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5011835245","display_name":"Martin Atzmueller","orcid":"https://orcid.org/0000-0002-2480-6901"},"institutions":[{"id":"https://openalex.org/I193700539","display_name":"Tilburg University","ror":"https://ror.org/04b8v1s79","country_code":"NL","type":"education","lineage":["https://openalex.org/I193700539"]},{"id":"https://openalex.org/I204730241","display_name":"Universit\u00e9 Paris Cit\u00e9","ror":"https://ror.org/05f82e368","country_code":"FR","type":"education","lineage":["https://openalex.org/I204730241"]},{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]},{"id":"https://openalex.org/I4210091437","display_name":"Sorbonne Paris Cit\u00e9","ror":"https://ror.org/001z21q04","country_code":"FR","type":"other","lineage":["https://openalex.org/I4210091437"]}],"countries":["FR","NL"],"is_corresponding":true,"raw_author_name":"Martin Atzmueller","raw_affiliation_strings":["Tilburg University, Department of Cognitive Science and Artificial Intelligence, Warandelaan 2, Tilburg, 5037 AB, The Netherlands","Universit\u00e9 Sorbonne Paris Cit\u00e9, Paris, France"],"raw_orcid":"https://orcid.org/0000-0002-2480-6901","affiliations":[{"raw_affiliation_string":"Tilburg University, Department of Cognitive Science and Artificial Intelligence, Warandelaan 2, Tilburg, 5037 AB, The Netherlands","institution_ids":["https://openalex.org/I193700539"]},{"raw_affiliation_string":"Universit\u00e9 Sorbonne Paris Cit\u00e9, Paris, France","institution_ids":["https://openalex.org/I204730241","https://openalex.org/I39804081","https://openalex.org/I4210091437"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000152441","display_name":"Henry Soldano","orcid":"https://orcid.org/0000-0001-8505-948X"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210091279","display_name":"Universit\u00e9 Sorbonne Paris Nord","ror":"https://ror.org/0199hds37","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210091279"]},{"id":"https://openalex.org/I4210123595","display_name":"Mus\u00e9um national d'Histoire naturelle","ror":"https://ror.org/03wkt5x30","country_code":"FR","type":"archive","lineage":["https://openalex.org/I4210123595"]},{"id":"https://openalex.org/I4210156583","display_name":"Laboratoire d'Informatique de Paris-Nord","ror":"https://ror.org/05g1zjw44","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I4210091279","https://openalex.org/I4210156583","https://openalex.org/I4210159245"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Henry Soldano","raw_affiliation_strings":["ISYEB UMR 7205, Museum National d\u2019Histoire Naturelle, Paris, France","LIPN, Universit\u00e9 Paris-13, SPC UMR-CNRS 7030, Villetaneuse, 93430, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ISYEB UMR 7205, Museum National d\u2019Histoire Naturelle, Paris, France","institution_ids":["https://openalex.org/I4210123595"]},{"raw_affiliation_string":"LIPN, Universit\u00e9 Paris-13, SPC UMR-CNRS 7030, Villetaneuse, 93430, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4210091279","https://openalex.org/I4210156583"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075097983","display_name":"Guillaume Santini","orcid":null},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210091279","display_name":"Universit\u00e9 Sorbonne Paris Nord","ror":"https://ror.org/0199hds37","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210091279"]},{"id":"https://openalex.org/I4210156583","display_name":"Laboratoire d'Informatique de Paris-Nord","ror":"https://ror.org/05g1zjw44","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I4210091279","https://openalex.org/I4210156583","https://openalex.org/I4210159245"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Guillaume Santini","raw_affiliation_strings":["LIPN, Universit\u00e9 Paris-13, SPC UMR-CNRS 7030, Villetaneuse, 93430, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LIPN, Universit\u00e9 Paris-13, SPC UMR-CNRS 7030, Villetaneuse, 93430, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4210091279","https://openalex.org/I4210156583"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010530628","display_name":"Dominique Bouthinon","orcid":null},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210091279","display_name":"Universit\u00e9 Sorbonne Paris Nord","ror":"https://ror.org/0199hds37","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210091279"]},{"id":"https://openalex.org/I4210156583","display_name":"Laboratoire d'Informatique de Paris-Nord","ror":"https://ror.org/05g1zjw44","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I4210091279","https://openalex.org/I4210156583","https://openalex.org/I4210159245"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Dominique Bouthinon","raw_affiliation_strings":["LIPN, Universit\u00e9 Paris-13, SPC UMR-CNRS 7030, Villetaneuse, 93430, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LIPN, Universit\u00e9 Paris-13, SPC UMR-CNRS 7030, Villetaneuse, 93430, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4210091279","https://openalex.org/I4210156583"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5011835245"],"corresponding_institution_ids":["https://openalex.org/I193700539","https://openalex.org/I204730241","https://openalex.org/I39804081","https://openalex.org/I4210091437"],"apc_list":{"value":1390,"currency":"USD","value_usd":1390},"apc_paid":{"value":1390,"currency":"USD","value_usd":1390},"fwci":0.7393,"has_fulltext":true,"cited_by_count":12,"citation_normalized_percentile":{"value":0.69072229,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"4","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9983999729156494,"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/T10742","display_name":"Peer-to-Peer Network Technologies","score":0.9771000146865845,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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":0.4352284073829651},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.32339930534362793}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4352284073829651},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.32339930534362793}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s41109-019-0155-y","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s41109-019-0155-y","pdf_url":"https://appliednetsci.springeropen.com/track/pdf/10.1007/s41109-019-0155-y.pdf","source":{"id":"https://openalex.org/S3035517252","display_name":"Applied Network Science","issn_l":"2364-8228","issn":["2364-8228"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Network Science","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:ee8bc22c49a24389ac8ed2217c2a6ab4","is_oa":true,"landing_page_url":"https://doaj.org/article/ee8bc22c49a24389ac8ed2217c2a6ab4","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Applied Network Science, Vol 4, Iss 1, Pp 1-33 (2019)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1007/s41109-019-0155-y","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s41109-019-0155-y","pdf_url":"https://appliednetsci.springeropen.com/track/pdf/10.1007/s41109-019-0155-y.pdf","source":{"id":"https://openalex.org/S3035517252","display_name":"Applied Network Science","issn_l":"2364-8228","issn":["2364-8228"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Network Science","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1024787248","display_name":"Adaptive Automated Scientific Laboratory","funder_award_id":"ANR-14-CHR2-0001","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"},{"id":"https://openalex.org/G4391853608","display_name":null,"funder_award_id":"ANR-14-CHR2-0001-04","funder_id":"https://openalex.org/F4320338463","funder_display_name":"CHIST-ERA"},{"id":"https://openalex.org/G5540550226","display_name":null,"funder_award_id":"AT 88/4\u20101","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G8134349862","display_name":null,"funder_award_id":"88/4-1","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"}],"funders":[{"id":"https://openalex.org/F4320320879","display_name":"Deutsche Forschungsgemeinschaft","ror":"https://ror.org/018mejw64"},{"id":"https://openalex.org/F4320320883","display_name":"Agence Nationale de la Recherche","ror":"https://ror.org/00rbzpz17"},{"id":"https://openalex.org/F4320325834","display_name":"Universit\u00e9 Sorbonne Paris Cit\u00e9","ror":"https://ror.org/001z21q04"},{"id":"https://openalex.org/F4320338463","display_name":"CHIST-ERA","ror":"https://ror.org/00rbzpz17"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2954721795.pdf","grobid_xml":"https://content.openalex.org/works/W2954721795.grobid-xml"},"referenced_works_count":102,"referenced_works":["https://openalex.org/W19224017","https://openalex.org/W67958692","https://openalex.org/W96447733","https://openalex.org/W100059397","https://openalex.org/W144379121","https://openalex.org/W161524434","https://openalex.org/W203482601","https://openalex.org/W299101407","https://openalex.org/W950821216","https://openalex.org/W1484413656","https://openalex.org/W1484732323","https://openalex.org/W1503729935","https://openalex.org/W1523293200","https://openalex.org/W1536950352","https://openalex.org/W1538822093","https://openalex.org/W1556699071","https://openalex.org/W1587668035","https://openalex.org/W1589072770","https://openalex.org/W1590900424","https://openalex.org/W1594541780","https://openalex.org/W1602763791","https://openalex.org/W1689258902","https://openalex.org/W1863793842","https://openalex.org/W1963502056","https://openalex.org/W1965792576","https://openalex.org/W1973346243","https://openalex.org/W1974608311","https://openalex.org/W1977713568","https://openalex.org/W2000560314","https://openalex.org/W2011211123","https://openalex.org/W2015456599","https://openalex.org/W2023401765","https://openalex.org/W2028561556","https://openalex.org/W2029130073","https://openalex.org/W2032982462","https://openalex.org/W2054323527","https://openalex.org/W2063280781","https://openalex.org/W2064853889","https://openalex.org/W2066771339","https://openalex.org/W2068015060","https://openalex.org/W2084044979","https://openalex.org/W2095293504","https://openalex.org/W2103459555","https://openalex.org/W2104017387","https://openalex.org/W2108544558","https://openalex.org/W2110160472","https://openalex.org/W2111108786","https://openalex.org/W2111315907","https://openalex.org/W2118608338","https://openalex.org/W2122710250","https://openalex.org/W2123054374","https://openalex.org/W2124536061","https://openalex.org/W2125050594","https://openalex.org/W2127048411","https://openalex.org/W2128243727","https://openalex.org/W2132452100","https://openalex.org/W2132504805","https://openalex.org/W2134017897","https://openalex.org/W2136076205","https://openalex.org/W2136765349","https://openalex.org/W2147991930","https://openalex.org/W2148606196","https://openalex.org/W2148606255","https://openalex.org/W2151936673","https://openalex.org/W2153472243","https://openalex.org/W2164928285","https://openalex.org/W2165515835","https://openalex.org/W2238902321","https://openalex.org/W2243265928","https://openalex.org/W2246994364","https://openalex.org/W2302023363","https://openalex.org/W2338621248","https://openalex.org/W2406185338","https://openalex.org/W2406808456","https://openalex.org/W2437814457","https://openalex.org/W2496752087","https://openalex.org/W2498529790","https://openalex.org/W2577225361","https://openalex.org/W2585930183","https://openalex.org/W2791111188","https://openalex.org/W2806201098","https://openalex.org/W2894862403","https://openalex.org/W2911191256","https://openalex.org/W2911798963","https://openalex.org/W2946029440","https://openalex.org/W2949254039","https://openalex.org/W2951938759","https://openalex.org/W2963436931","https://openalex.org/W2964149605","https://openalex.org/W2992163282","https://openalex.org/W3037530667","https://openalex.org/W3098818923","https://openalex.org/W3102641634","https://openalex.org/W3105411815","https://openalex.org/W3162645014","https://openalex.org/W4212845555","https://openalex.org/W4212848460","https://openalex.org/W4229632044","https://openalex.org/W4234423219","https://openalex.org/W4255318870","https://openalex.org/W4292081303","https://openalex.org/W6639739932"],"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/W4391913857","https://openalex.org/W2350741829","https://openalex.org/W2530322880"],"abstract_inverted_index":{"Local":[0],"pattern":[1,55,66,69,77,88,136],"mining":[2,56,137],"on":[3,25,57,117,138],"attributed":[4,26,58,139],"networks":[5,27],"is":[6,105],"an":[7,131],"important":[8],"and":[9,18,110],"interesting":[10],"research":[11],"area":[12],"combining":[13],"ideas":[14],"from":[15],"network":[16],"analysis":[17],"data":[19],"mining.":[20],"In":[21,43,60,79],"particular,":[22],"local":[23,54,93,135],"patterns":[24,74],"allow":[28],"both":[29],"the":[30,64,87,96,122],"characterization":[31],"in":[32,68,101],"terms":[33],"of":[34,95,124],"their":[35],"structural":[36],"(topological)":[37],"as":[38,40,130],"well":[39],"compositional":[41],"features.":[42],"this":[44],"paper,":[45],"we":[46,71,81],"present":[47],"MinerLSD":[48,129],",":[49],"a":[50,92],"method":[51,128,133],"for":[52,75,85,134],"efficient":[53,83,132],"networks.":[59,140],"order":[61],"to":[62],"prevent":[63],"typical":[65],"explosion":[67],"mining,":[70],"employ":[72],"closed":[73],"focusing":[76],"exploration.":[78],"addition,":[80],"exploit":[82],"techniques":[84],"pruning":[86],"space:":[89],"We":[90],"adapt":[91],"variant":[94],"standard":[97,119],"Modularity":[98],"metric":[99],"used":[100],"community":[102],"detection":[103],"that":[104],"extended":[106],"using":[107],"optimistic":[108],"estimates,":[109],"furthermore":[111],"include":[112],"graph":[113],"abstractions.":[114],"Our":[115],"experiments":[116],"several":[118],"datasets":[120],"demonstrate":[121],"efficacy":[123],"our":[125],"proposed":[126],"novel":[127]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1}],"updated_date":"2026-08-01T09:00:35.917206","created_date":"2025-10-10T00:00:00"}