{"id":"https://openalex.org/W2965572488","doi":"https://doi.org/10.17615/d1jp-wk59","title":"Testing-Based Community Detection Methods for Complex Networks","display_name":"Testing-Based Community Detection Methods for Complex Networks","publication_year":2019,"publication_date":"2019-08-15","ids":{"openalex":"https://openalex.org/W2965572488","doi":"https://doi.org/10.17615/d1jp-wk59","mag":"2965572488"},"language":"en","primary_location":{"id":"pmh:oai:cdr.lib.unc.edu:uuid:fc817cb7-563c-4a74-9a40-ec7308cc6950","is_oa":true,"landing_page_url":"https://cdr.lib.unc.edu/record/uuid:fc817cb7-563c-4a74-9a40-ec7308cc6950","pdf_url":"https://cdr.lib.unc.edu/record/uuid:fc817cb7-563c-4a74-9a40-ec7308cc6950","source":{"id":"https://openalex.org/S4306401075","display_name":"Carolina Digital Repository (University of North Carolina at Chapel Hill)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I114027177","host_organization_name":"University of North Carolina at Chapel Hill","host_organization_lineage":["https://openalex.org/I114027177"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},"type":"article","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://cdr.lib.unc.edu/record/uuid:fc817cb7-563c-4a74-9a40-ec7308cc6950","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5057166148","display_name":"John Palowitch","orcid":"https://orcid.org/0000-0002-1419-3056"},"institutions":[{"id":"https://openalex.org/I114027177","display_name":"University of North Carolina at Chapel Hill","ror":"https://ror.org/0130frc33","country_code":"US","type":"education","lineage":["https://openalex.org/I114027177"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Palowitch, John","raw_affiliation_strings":["University of North Carolina at Chapel Hill"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of North Carolina at Chapel Hill","institution_ids":["https://openalex.org/I114027177"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5057166148"],"corresponding_institution_ids":["https://openalex.org/I114027177"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.09296812,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"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":0.9941999912261963,"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":0.9941999912261963,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.987500011920929,"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":0.5118011832237244}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5118011832237244}],"mesh":[],"locations_count":3,"locations":[{"id":"pmh:oai:cdr.lib.unc.edu:uuid:fc817cb7-563c-4a74-9a40-ec7308cc6950","is_oa":true,"landing_page_url":"https://cdr.lib.unc.edu/record/uuid:fc817cb7-563c-4a74-9a40-ec7308cc6950","pdf_url":"https://cdr.lib.unc.edu/record/uuid:fc817cb7-563c-4a74-9a40-ec7308cc6950","source":{"id":"https://openalex.org/S4306401075","display_name":"Carolina Digital Repository (University of North Carolina at Chapel Hill)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I114027177","host_organization_name":"University of North Carolina at Chapel Hill","host_organization_lineage":["https://openalex.org/I114027177"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},{"id":"mag:2965572488","is_oa":false,"landing_page_url":"https://cdr.lib.unc.edu/concern/dissertations/rv042v45w","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":null},{"id":"doi:10.17615/d1jp-wk59","is_oa":true,"landing_page_url":"https://doi.org/10.17615/d1jp-wk59","pdf_url":null,"source":{"id":"https://openalex.org/S7407051488","display_name":"UNC Libraries","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":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"thesis"}],"best_oa_location":{"id":"pmh:oai:cdr.lib.unc.edu:uuid:fc817cb7-563c-4a74-9a40-ec7308cc6950","is_oa":true,"landing_page_url":"https://cdr.lib.unc.edu/record/uuid:fc817cb7-563c-4a74-9a40-ec7308cc6950","pdf_url":"https://cdr.lib.unc.edu/record/uuid:fc817cb7-563c-4a74-9a40-ec7308cc6950","source":{"id":"https://openalex.org/S4306401075","display_name":"Carolina Digital Repository (University of North Carolina at Chapel Hill)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I114027177","host_organization_name":"University of North Carolina at Chapel Hill","host_organization_lineage":["https://openalex.org/I114027177"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2965572488.pdf","grobid_xml":"https://content.openalex.org/works/W2965572488.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W3117644766","https://openalex.org/W2386773243","https://openalex.org/W3205356080","https://openalex.org/W2338495688","https://openalex.org/W2120043163","https://openalex.org/W3015583272","https://openalex.org/W2770448129","https://openalex.org/W2147259160","https://openalex.org/W3106580438","https://openalex.org/W2963308851","https://openalex.org/W2970972270"],"abstract_inverted_index":{"Community":[0],"detection":[1,44,141,193],"is":[2,89,126,233,255],"an":[3,111,227,252],"exploratory":[4],"method":[5,222],"of":[6,59,110,161,165,171,191,203,219,248],"grouping":[7],"strongly":[8],"connected":[9],"nodes":[10],"in":[11,14,51,120,138,179,194,210,251],"a":[12,24,49,75,96,200,204,237],"network,":[13],"most":[15],"cases":[16],"using":[17],"only":[18,79],"the":[19,71,106,166,172,189,217,220,242,249],"network":[20,254],"edge":[21],"structure":[22],"as":[23,74],"guide.":[25],"Using":[26],"discovered":[27],"communities":[28,53,119],"for":[29,35,207,223,240],"downstream":[30],"analyses":[31,164],"can":[32],"be":[33],"crucial":[34],"real-world":[36],"decision-making":[37],"and":[38,132,148,168,245,257],"inference.":[39],"Recent":[40],"approaches":[41],"to":[42,63,70,80,91,117,128,153],"community":[43,47,140,192,208],"include":[45],"testing-based":[46,65,87,186],"extraction,":[48],"process":[50],"which":[52,77],"are":[54,68,151,175],"refined":[55],"one-by-one":[56],"via":[57],"analysis":[58,202,232],"graph":[60],"statistics.":[61],"However,":[62],"date,":[64],"extraction":[66,88,209],"methods":[67,174],"tied":[69],"configuration":[72],"model":[73,239],"null,":[76],"applies":[78],"single-layer,":[81],"binary":[82],"graphs.":[83],"In":[84,143,213,235],"this":[85,180],"thesis,":[86,181],"generalized":[90],"arbitrary":[92],"networks":[93,131],"types":[94,160],"with":[95],"framework":[97,104,125],"called":[98,230],"Node-Set":[99],"Testing":[100],"(NST).":[101],"The":[102,123],"NST":[103,124,221],"defines":[105],"broader":[107],"statistical":[108],"elements":[109],"approach":[112],"that":[113],"uses":[114],"hypothesis":[115],"testing":[116],"detect":[118],"complex":[121],"networks.":[122,162,196,212],"applied":[127],"(i)":[129],"weighted":[130],"(ii)":[133],"bipartite":[134,224],"correlation":[135,225,247],"networks,":[136,226],"resulting":[137],"novel":[139],"algorithms.":[142],"particular,":[144,236],"new":[145,238],"null":[146],"models":[147],"test":[149],"statistics":[150],"specified":[152],"apply":[154],"iterative":[155],"hypothesis-testing":[156],"algorithms":[157],"on":[158],"these":[159],"Detailed":[163],"empirical":[167],"theoretical":[169],"properties":[170],"proposed":[173],"provided.":[176],"Other":[177],"chapters":[178],"while":[182],"not":[183],"explicitly":[184],"involving":[185],"algorithms,":[187],"support":[188],"discussion":[190,218],"heterogeneous":[195],"One":[197],"chapter":[198],"provides":[199],"consistency":[201],"significance-based":[205],"score":[206],"multilayer":[211],"another":[214],"chapter,":[215],"preceding":[216],"application":[228],"area":[229],"eQTL":[231,253],"discussed.":[234],"estimating":[241],"effect":[243],"size":[244],"regression":[246],"links":[250],"introduced":[256],"studied.":[258]},"counts_by_year":[],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}
