{"id":"https://openalex.org/W2084923674","doi":"https://doi.org/10.1109/icsmc.2011.6084151","title":"A methodology for empirical analysis of brain connectivity through graph mining","display_name":"A methodology for empirical analysis of brain connectivity through graph mining","publication_year":2011,"publication_date":"2011-10-01","ids":{"openalex":"https://openalex.org/W2084923674","doi":"https://doi.org/10.1109/icsmc.2011.6084151","mag":"2084923674"},"language":"en","primary_location":{"id":"doi:10.1109/icsmc.2011.6084151","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icsmc.2011.6084151","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE International Conference on Systems, Man, and Cybernetics","raw_type":"proceedings-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/A5030951014","display_name":"Jiang Bian","orcid":"https://orcid.org/0000-0002-2238-5429"},"institutions":[{"id":"https://openalex.org/I79620101","display_name":"University of Arkansas for Medical Sciences","ror":"https://ror.org/00xcryt71","country_code":"US","type":"education","lineage":["https://openalex.org/I79620101"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Jiang Bian","raw_affiliation_strings":["Department of Biomedical Informatics, University of Arkansas for Medical Sciences, Little Rock, AR, USA","Department of Biomedical Informatics, University of Arkansas for Medical Sciences, Little Rock, 72205, USA"],"affiliations":[{"raw_affiliation_string":"Department of Biomedical Informatics, University of Arkansas for Medical Sciences, Little Rock, AR, USA","institution_ids":["https://openalex.org/I79620101"]},{"raw_affiliation_string":"Department of Biomedical Informatics, University of Arkansas for Medical Sciences, Little Rock, 72205, USA","institution_ids":["https://openalex.org/I79620101"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071852973","display_name":"Josh M. Cisler","orcid":"https://orcid.org/0000-0001-8257-7716"},"institutions":[{"id":"https://openalex.org/I79620101","display_name":"University of Arkansas for Medical Sciences","ror":"https://ror.org/00xcryt71","country_code":"US","type":"education","lineage":["https://openalex.org/I79620101"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Josh M. Cisler","raw_affiliation_strings":["Brain Imaging Research Center, Psychiatric Research Institute, University of Arkansas for Medical Sciences, Little Rock, AR, USA","Brain Imaging Research Center, Psychiatric Research Institute, University of Arkansas for Medical Sciences, Little Rock, 72205, USA"],"affiliations":[{"raw_affiliation_string":"Brain Imaging Research Center, Psychiatric Research Institute, University of Arkansas for Medical Sciences, Little Rock, AR, USA","institution_ids":["https://openalex.org/I79620101"]},{"raw_affiliation_string":"Brain Imaging Research Center, Psychiatric Research Institute, University of Arkansas for Medical Sciences, Little Rock, 72205, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048083201","display_name":"Mengjun Xie","orcid":"https://orcid.org/0000-0001-5089-9614"},"institutions":[{"id":"https://openalex.org/I102401767","display_name":"University of Arkansas at Little Rock","ror":"https://ror.org/04fttyv97","country_code":"US","type":"education","lineage":["https://openalex.org/I102401767"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mengjun Xie","raw_affiliation_strings":["Department of Computer Science, University of Arkansas, Little Rock, Little Rock, AR, USA","Department of Computer Science, University of Arkansas at Little Rock, Little Rock, 72204, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Arkansas, Little Rock, Little Rock, AR, USA","institution_ids":["https://openalex.org/I102401767"]},{"raw_affiliation_string":"Department of Computer Science, University of Arkansas at Little Rock, Little Rock, 72204, USA","institution_ids":["https://openalex.org/I102401767"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023363401","display_name":"G. Andrew James","orcid":"https://orcid.org/0000-0002-2940-2746"},"institutions":[{"id":"https://openalex.org/I79620101","display_name":"University of Arkansas for Medical Sciences","ror":"https://ror.org/00xcryt71","country_code":"US","type":"education","lineage":["https://openalex.org/I79620101"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"George Andrew James","raw_affiliation_strings":["Brain Imaging Research Center, Psychiatric Research Institute, University of Arkansas for Medical Sciences, Little Rock, AR, USA","Brain Imaging Research Center, Psychiatric Research Institute, University of Arkansas for Medical Sciences, Little Rock, 72205, USA"],"affiliations":[{"raw_affiliation_string":"Brain Imaging Research Center, Psychiatric Research Institute, University of Arkansas for Medical Sciences, Little Rock, AR, USA","institution_ids":["https://openalex.org/I79620101"]},{"raw_affiliation_string":"Brain Imaging Research Center, Psychiatric Research Institute, University of Arkansas for Medical Sciences, Little Rock, 72205, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028229111","display_name":"Remzi Seker","orcid":null},"institutions":[{"id":"https://openalex.org/I102401767","display_name":"University of Arkansas at Little Rock","ror":"https://ror.org/04fttyv97","country_code":"US","type":"education","lineage":["https://openalex.org/I102401767"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Remzi Seker","raw_affiliation_strings":["Department of Computer Science, University of Arkansas, Little Rock, Little Rock, AR, USA","Department of Computer Science, University of Arkansas at Little Rock, Little Rock, 72204, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Arkansas, Little Rock, Little Rock, AR, USA","institution_ids":["https://openalex.org/I102401767"]},{"raw_affiliation_string":"Department of Computer Science, University of Arkansas at Little Rock, Little Rock, 72204, USA","institution_ids":["https://openalex.org/I102401767"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067317275","display_name":"Clinton D. Kilts","orcid":null},"institutions":[{"id":"https://openalex.org/I79620101","display_name":"University of Arkansas for Medical Sciences","ror":"https://ror.org/00xcryt71","country_code":"US","type":"education","lineage":["https://openalex.org/I79620101"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Clinton D. Kilts","raw_affiliation_strings":["Brain Imaging Research Center, Psychiatric Research Institute, University of Arkansas for Medical Sciences, Little Rock, AR, USA","Brain Imaging Research Center, Psychiatric Research Institute, University of Arkansas for Medical Sciences, Little Rock, 72205, USA"],"affiliations":[{"raw_affiliation_string":"Brain Imaging Research Center, Psychiatric Research Institute, University of Arkansas for Medical Sciences, Little Rock, AR, USA","institution_ids":["https://openalex.org/I79620101"]},{"raw_affiliation_string":"Brain Imaging Research Center, Psychiatric Research Institute, University of Arkansas for Medical Sciences, Little Rock, 72205, USA","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5030951014"],"corresponding_institution_ids":["https://openalex.org/I79620101"],"apc_list":null,"apc_paid":null,"fwci":0.1374,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.50967935,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"2963","last_page":"2969"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T13283","display_name":"Mental Health Research Topics","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9912999868392944,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6955246925354004},{"id":"https://openalex.org/keywords/graph-theory","display_name":"Graph theory","score":0.5345083475112915},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5168305039405823},{"id":"https://openalex.org/keywords/granularity","display_name":"Granularity","score":0.47513559460639954},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4228637218475342},{"id":"https://openalex.org/keywords/power-graph-analysis","display_name":"Power graph analysis","score":0.41252601146698},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.38626188039779663},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.362079918384552},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.34300339221954346},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3243574798107147},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12968361377716064}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6955246925354004},{"id":"https://openalex.org/C88230418","wikidata":"https://www.wikidata.org/wiki/Q131476","display_name":"Graph theory","level":2,"score":0.5345083475112915},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5168305039405823},{"id":"https://openalex.org/C177774035","wikidata":"https://www.wikidata.org/wiki/Q1246948","display_name":"Granularity","level":2,"score":0.47513559460639954},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4228637218475342},{"id":"https://openalex.org/C106937863","wikidata":"https://www.wikidata.org/wiki/Q7236518","display_name":"Power graph analysis","level":3,"score":0.41252601146698},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38626188039779663},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.362079918384552},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.34300339221954346},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3243574798107147},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12968361377716064},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icsmc.2011.6084151","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icsmc.2011.6084151","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE International Conference on Systems, Man, and Cybernetics","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W950821216","https://openalex.org/W1506285740","https://openalex.org/W1641749581","https://openalex.org/W1965886953","https://openalex.org/W1967931162","https://openalex.org/W1979426401","https://openalex.org/W1983537704","https://openalex.org/W1999653836","https://openalex.org/W2002367251","https://openalex.org/W2019956349","https://openalex.org/W2026384313","https://openalex.org/W2036970657","https://openalex.org/W2041274389","https://openalex.org/W2041951497","https://openalex.org/W2044770804","https://openalex.org/W2053126345","https://openalex.org/W2064853889","https://openalex.org/W2071256705","https://openalex.org/W2099404336","https://openalex.org/W2103113767","https://openalex.org/W2114549884","https://openalex.org/W2122192348","https://openalex.org/W2128314959","https://openalex.org/W2129109788","https://openalex.org/W2136593687","https://openalex.org/W2138412635","https://openalex.org/W2140443081","https://openalex.org/W2148340534","https://openalex.org/W2149114928","https://openalex.org/W2162686834","https://openalex.org/W2170726034","https://openalex.org/W2329414057","https://openalex.org/W4229695108","https://openalex.org/W4252403066","https://openalex.org/W6630198464","https://openalex.org/W6685146747"],"related_works":["https://openalex.org/W2166690231","https://openalex.org/W2950637221","https://openalex.org/W2532801570","https://openalex.org/W4385627933","https://openalex.org/W2480127678","https://openalex.org/W2806270048","https://openalex.org/W2755787904","https://openalex.org/W4310605282","https://openalex.org/W3179250407","https://openalex.org/W4368755543"],"abstract_inverted_index":{"Graph":[0],"theoretical":[1,33],"analysis":[2],"has":[3,15],"been":[4,169],"applied":[5],"to":[6,35,146],"both":[7],"structural":[8],"and":[9,14,23,28,55,123],"functional":[10],"brain":[11,36,45,72,95,116,134],"connectivity":[12,37,73,96,117,135],"networks":[13,38,74],"helped":[16],"researchers":[17],"conceive":[18],"the":[19,50,69,144,172],"effects":[20],"of":[21,71,94,104,140,150,159,177],"neurological":[22],"neuropsychiatric":[24],"diseases":[25],"including":[26],"Alzhemier":[27],"Schizophrenia.":[29],"However,":[30],"existing":[31],"graph":[32],"approaches":[34],"simply":[39],"assume":[40],"that":[41,84,153],"temporal":[42],"correlations":[43],"between":[44],"regions":[46],"are":[47,110,128],"stable":[48],"during":[49],"entire":[51],"timeseries":[52],"under":[53],"consideration,":[54],"only":[56],"focus":[57],"on":[58,163],"high-level":[59],"network":[60],"topological":[61],"characteristics":[62],"such":[63],"as":[64,112],"degree":[65],"distribution.":[66],"To":[67],"advance":[68],"understanding":[70],"at":[75],"a":[76,81,91,138,147,157],"fine":[77],"granularity,":[78],"we":[79],"propose":[80],"new":[82],"method":[83,101,145],"can":[85],"help":[86],"discover":[87],"connectivity-oriented":[88],"insights":[89],"from":[90],"time":[92],"series":[93],"networks.":[97],"In":[98],"particular,":[99],"our":[100],"is":[102],"capable":[103],"identifying":[105],"(1)":[106],"strong":[107],"correlations,":[108],"which":[109,127],"represented":[111],"frequent":[113,125],"edges":[114],"in":[115,133,156,175],"networks,":[118,136],"for":[119,137],"each":[120],"individual":[121],"subject,":[122],"(2)":[124],"substructures,":[126],"connected":[129],"components":[130],"appearing":[131],"frequently":[132],"group":[139],"subjects.":[141],"We":[142],"apply":[143],"data":[148],"set":[149],"38":[151],"subjects":[152],"were":[154],"involved":[155],"study":[158],"early":[160],"life":[161],"stress":[162],"depression":[164],"development.":[165],"Our":[166],"findings":[167],"have":[168],"echoed":[170],"by":[171],"domain":[173],"experts":[174],"terms":[176],"their":[178],"clinical":[179],"implications.":[180]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
