{"id":"https://openalex.org/W4205814317","doi":"https://doi.org/10.1109/bibm52615.2021.9669280","title":"A Simplex Hypergraph Clustering Method for Detecting Higher-order Modules in Microbial Network","display_name":"A Simplex Hypergraph Clustering Method for Detecting Higher-order Modules in Microbial Network","publication_year":2021,"publication_date":"2021-12-09","ids":{"openalex":"https://openalex.org/W4205814317","doi":"https://doi.org/10.1109/bibm52615.2021.9669280"},"language":"en","primary_location":{"id":"doi:10.1109/bibm52615.2021.9669280","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm52615.2021.9669280","pdf_url":null,"source":{"id":"https://openalex.org/S4363607735","display_name":"2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","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/A5076372211","display_name":"Ruilong Xiang","orcid":null},"institutions":[{"id":"https://openalex.org/I40963666","display_name":"Central China Normal University","ror":"https://ror.org/03x1jna21","country_code":"CN","type":"education","lineage":["https://openalex.org/I40963666"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruilong Xiang","raw_affiliation_strings":["Central China Normal University,Hubei Provincial Key Laboratory of Artificial Intelligence and Smart Learning,Wuhan,PR China,430079","School of Computer, Central China Normal University, Wuhan, PR China","National Language Resources Monitoring & Research Center for Network Media, Central China Normal University, Wuhan, PR China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Central China Normal University,Hubei Provincial Key Laboratory of Artificial Intelligence and Smart Learning,Wuhan,PR China,430079","institution_ids":["https://openalex.org/I40963666"]},{"raw_affiliation_string":"School of Computer, Central China Normal University, Wuhan, PR China","institution_ids":["https://openalex.org/I40963666"]},{"raw_affiliation_string":"National Language Resources Monitoring & Research Center for Network Media, Central China Normal University, Wuhan, PR China","institution_ids":["https://openalex.org/I40963666"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102348741","display_name":"Lingling Fu","orcid":null},"institutions":[{"id":"https://openalex.org/I40963666","display_name":"Central China Normal University","ror":"https://ror.org/03x1jna21","country_code":"CN","type":"education","lineage":["https://openalex.org/I40963666"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lingling Fu","raw_affiliation_strings":["Central China Normal University,Hubei Provincial Key Laboratory of Artificial Intelligence and Smart Learning,Wuhan,PR China,430079","School of Mathematics and Statistics, Central China Normal University, Wuhan, China","National Language Resources Monitoring & Research Center for Network Media, Central China Normal University, Wuhan, PR China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Central China Normal University,Hubei Provincial Key Laboratory of Artificial Intelligence and Smart Learning,Wuhan,PR China,430079","institution_ids":["https://openalex.org/I40963666"]},{"raw_affiliation_string":"School of Mathematics and Statistics, Central China Normal University, Wuhan, China","institution_ids":["https://openalex.org/I40963666"]},{"raw_affiliation_string":"National Language Resources Monitoring & Research Center for Network Media, Central China Normal University, Wuhan, PR China","institution_ids":["https://openalex.org/I40963666"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100371957","display_name":"Yue Wang","orcid":"https://orcid.org/0000-0001-6271-6547"},"institutions":[{"id":"https://openalex.org/I40963666","display_name":"Central China Normal University","ror":"https://ror.org/03x1jna21","country_code":"CN","type":"education","lineage":["https://openalex.org/I40963666"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yue Wang","raw_affiliation_strings":["Central China Normal University,Hubei Provincial Key Laboratory of Artificial Intelligence and Smart Learning,Wuhan,PR China,430079","School of Computer, Central China Normal University, Wuhan, PR China","National Language Resources Monitoring & Research Center for Network Media, Central China Normal University, Wuhan, PR China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Central China Normal University,Hubei Provincial Key Laboratory of Artificial Intelligence and Smart Learning,Wuhan,PR China,430079","institution_ids":["https://openalex.org/I40963666"]},{"raw_affiliation_string":"School of Computer, Central China Normal University, Wuhan, PR China","institution_ids":["https://openalex.org/I40963666"]},{"raw_affiliation_string":"National Language Resources Monitoring & Research Center for Network Media, Central China Normal University, Wuhan, PR China","institution_ids":["https://openalex.org/I40963666"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045344688","display_name":"Han Sun","orcid":"https://orcid.org/0000-0003-0986-959X"},"institutions":[{"id":"https://openalex.org/I40963666","display_name":"Central China Normal University","ror":"https://ror.org/03x1jna21","country_code":"CN","type":"education","lineage":["https://openalex.org/I40963666"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Han Sun","raw_affiliation_strings":["Central China Normal University,Hubei Provincial Key Laboratory of Artificial Intelligence and Smart Learning,Wuhan,PR China,430079","School of Mathematics and Statistics, Central China Normal University, Wuhan, China","National Language Resources Monitoring & Research Center for Network Media, Central China Normal University, Wuhan, PR China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Central China Normal University,Hubei Provincial Key Laboratory of Artificial Intelligence and Smart Learning,Wuhan,PR China,430079","institution_ids":["https://openalex.org/I40963666"]},{"raw_affiliation_string":"School of Mathematics and Statistics, Central China Normal University, Wuhan, China","institution_ids":["https://openalex.org/I40963666"]},{"raw_affiliation_string":"National Language Resources Monitoring & Research Center for Network Media, Central China Normal University, Wuhan, PR China","institution_ids":["https://openalex.org/I40963666"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101496385","display_name":"Xianjun Shen","orcid":"https://orcid.org/0000-0001-5714-8848"},"institutions":[{"id":"https://openalex.org/I40963666","display_name":"Central China Normal University","ror":"https://ror.org/03x1jna21","country_code":"CN","type":"education","lineage":["https://openalex.org/I40963666"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xianjun Shen","raw_affiliation_strings":["Central China Normal University,Hubei Provincial Key Laboratory of Artificial Intelligence and Smart Learning,Wuhan,PR China,430079","National Language Resources Monitoring & Research Center for Network Media, Central China Normal University, Wuhan, PR China","School of Computer, Central China Normal University, Wuhan, PR China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Central China Normal University,Hubei Provincial Key Laboratory of Artificial Intelligence and Smart Learning,Wuhan,PR China,430079","institution_ids":["https://openalex.org/I40963666"]},{"raw_affiliation_string":"National Language Resources Monitoring & Research Center for Network Media, Central China Normal University, Wuhan, PR China","institution_ids":["https://openalex.org/I40963666"]},{"raw_affiliation_string":"School of Computer, Central China Normal University, Wuhan, PR China","institution_ids":["https://openalex.org/I40963666"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I40963666"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"2","issue":null,"first_page":"761","last_page":"764"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.9973000288009644,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.9973000288009644,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9934999942779541,"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/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9524999856948853,"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/hypergraph","display_name":"Hypergraph","score":0.9459202289581299},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7719097137451172},{"id":"https://openalex.org/keywords/simplex","display_name":"Simplex","score":0.6205241680145264},{"id":"https://openalex.org/keywords/modularity","display_name":"Modularity (biology)","score":0.5745945572853088},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5270657539367676},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.4431612491607666},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3866046667098999},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3843241333961487},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3368479013442993},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.28580838441848755},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.11968576908111572},{"id":"https://openalex.org/keywords/discrete-mathematics","display_name":"Discrete mathematics","score":0.11902818083763123},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.10187160968780518}],"concepts":[{"id":"https://openalex.org/C2781221856","wikidata":"https://www.wikidata.org/wiki/Q840247","display_name":"Hypergraph","level":2,"score":0.9459202289581299},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7719097137451172},{"id":"https://openalex.org/C62438384","wikidata":"https://www.wikidata.org/wiki/Q331350","display_name":"Simplex","level":2,"score":0.6205241680145264},{"id":"https://openalex.org/C2779478453","wikidata":"https://www.wikidata.org/wiki/Q6889748","display_name":"Modularity (biology)","level":2,"score":0.5745945572853088},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5270657539367676},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.4431612491607666},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3866046667098999},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3843241333961487},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3368479013442993},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.28580838441848755},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.11968576908111572},{"id":"https://openalex.org/C118615104","wikidata":"https://www.wikidata.org/wiki/Q121416","display_name":"Discrete mathematics","level":1,"score":0.11902818083763123},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.10187160968780518},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bibm52615.2021.9669280","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm52615.2021.9669280","pdf_url":null,"source":{"id":"https://openalex.org/S4363607735","display_name":"2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Life in Land","score":0.6100000143051147,"id":"https://metadata.un.org/sdg/15"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W329387315","https://openalex.org/W2005676288","https://openalex.org/W2027631648","https://openalex.org/W2095439994","https://openalex.org/W2108864058","https://openalex.org/W2113307832","https://openalex.org/W2131415145","https://openalex.org/W2147695470","https://openalex.org/W2153873308","https://openalex.org/W2170057991","https://openalex.org/W2481949923","https://openalex.org/W2521648393","https://openalex.org/W3004854886","https://openalex.org/W3080887330","https://openalex.org/W3086302065","https://openalex.org/W3093901169","https://openalex.org/W3111672150","https://openalex.org/W6676931166","https://openalex.org/W6685083254"],"related_works":["https://openalex.org/W4376608589","https://openalex.org/W1537073411","https://openalex.org/W3138003926","https://openalex.org/W1630514295","https://openalex.org/W4300037846","https://openalex.org/W4288275998","https://openalex.org/W2963081352","https://openalex.org/W4376608938","https://openalex.org/W2472555608","https://openalex.org/W4214498971"],"abstract_inverted_index":{"Microbial":[0],"interactions":[1],"are":[2],"of":[3,15,54,68,104,123,139,156],"great":[4],"importance":[5],"for":[6,71],"maintaining":[7],"ecological":[8],"balance":[9],"and":[10,24,51,65,159],"regulating":[11],"human":[12],"health.":[13],"Most":[14],"the":[16,21,29,34,52,94,99,110,120,136,140,143,150,154],"previous":[17],"studies":[18],"focus":[19],"on":[20,58,88],"paired":[22],"relationships":[23,32],"pay":[25],"less":[26],"attention":[27],"to":[28,41,76,92,134],"higher-order":[30,43,95,116,167],"interaction":[31,44,96],"in":[33,48,98,101,126,142,164],"microbial":[35,49,166],"communities.":[36],"The":[37,106,129,145],"hypergraph":[38,55,78,84,141],"was":[39,132],"applied":[40],"establish":[42],"networks":[45],"among":[46],"microbes":[47],"communities":[50],"result":[53],"clustering":[56,85,137],"depends":[57],"hyperedge":[59,74,111,157],"weights.":[60],"So,":[61],"we":[62],"adopt":[63],"simplex":[64,89],"take":[66],"advantage":[67],"its":[69],"volume":[70],"reconstructing":[72],"each":[73,127],"weight":[75,112],"improve":[77],"clustering.":[79,105],"We":[80],"proposed":[81],"a":[82,102,114],"novel":[83],"algorithm":[86,108,152],"based":[87],"(HCBS)":[90],"here":[91],"detect":[93],"modules":[97],"network":[100],"manner":[103],"HCBS":[107,151],"achieves":[109],"from":[113],"unique":[115],"relationship":[117],"by":[118],"calculating":[119],"joint":[121],"contribution":[122],"all":[124],"nodes":[125],"hyperedge.":[128],"maximum":[130],"modularity":[131],"utilized":[133],"optimize":[135],"number":[138],"paper.":[144],"experimental":[146],"results":[147],"illustrate":[148],"that":[149],"emphasis":[153],"differences":[155],"weights":[158],"it":[160],"is":[161],"very":[162],"effective":[163],"detecting":[165],"modules.":[168]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
