{"id":"https://openalex.org/W2403380046","doi":"https://doi.org/10.1142/s0129065716500428","title":"Towards Tunable Consensus Clustering for Studying Functional Brain Connectivity During Affective Processing","display_name":"Towards Tunable Consensus Clustering for Studying Functional Brain Connectivity During Affective Processing","publication_year":2016,"publication_date":"2016-05-27","ids":{"openalex":"https://openalex.org/W2403380046","doi":"https://doi.org/10.1142/s0129065716500428","mag":"2403380046","pmid":"https://pubmed.ncbi.nlm.nih.gov/27596928"},"language":"en","primary_location":{"id":"doi:10.1142/s0129065716500428","is_oa":true,"landing_page_url":"https://doi.org/10.1142/s0129065716500428","pdf_url":"https://www.worldscientific.com/doi/pdf/10.1142/S0129065716500428","source":{"id":"https://openalex.org/S197665576","display_name":"International Journal of Neural Systems","issn_l":"0129-0657","issn":["0129-0657","1793-6462"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Neural Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://www.worldscientific.com/doi/pdf/10.1142/S0129065716500428","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100689338","display_name":"Chao Liu","orcid":"https://orcid.org/0000-0003-0069-2468"},"institutions":[{"id":"https://openalex.org/I59433898","display_name":"Brunel University of London","ror":"https://ror.org/00dn4t376","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I59433898"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Chao Liu","raw_affiliation_strings":["Department of Electronic and Computer Engineering, Brunel University London, London, UK"],"affiliations":[{"raw_affiliation_string":"Department of Electronic and Computer Engineering, Brunel University London, London, UK","institution_ids":["https://openalex.org/I59433898"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005215414","display_name":"Basel Abu\u2010Jamous","orcid":"https://orcid.org/0000-0002-8168-7179"},"institutions":[{"id":"https://openalex.org/I4210107971","display_name":"Royal Academy of Music","ror":"https://ror.org/01jvdtb95","country_code":"DK","type":"education","lineage":["https://openalex.org/I4210107971"]},{"id":"https://openalex.org/I204337017","display_name":"Aarhus University","ror":"https://ror.org/01aj84f44","country_code":"DK","type":"education","lineage":["https://openalex.org/I204337017"]},{"id":"https://openalex.org/I59433898","display_name":"Brunel University of London","ror":"https://ror.org/00dn4t376","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I59433898"]}],"countries":["DK","GB"],"is_corresponding":false,"raw_author_name":"Basel Abu-Jamous","raw_affiliation_strings":["Department of Electronic and Computer Engineering, Brunel University London, London, UK","Center for Music in the Brain (MIB) Department of Clinical Medicine, Aarhus University, Aarhus, Denmark"],"affiliations":[{"raw_affiliation_string":"Department of Electronic and Computer Engineering, Brunel University London, London, UK","institution_ids":["https://openalex.org/I59433898"]},{"raw_affiliation_string":"Center for Music in the Brain (MIB) Department of Clinical Medicine, Aarhus University, Aarhus, Denmark","institution_ids":["https://openalex.org/I4210107971","https://openalex.org/I204337017"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015035551","display_name":"Elvira Brattico","orcid":"https://orcid.org/0000-0003-0676-6464"},"institutions":[{"id":"https://openalex.org/I4210107971","display_name":"Royal Academy of Music","ror":"https://ror.org/01jvdtb95","country_code":"DK","type":"education","lineage":["https://openalex.org/I4210107971"]},{"id":"https://openalex.org/I204337017","display_name":"Aarhus University","ror":"https://ror.org/01aj84f44","country_code":"DK","type":"education","lineage":["https://openalex.org/I204337017"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Elvira Brattico","raw_affiliation_strings":["Center for Music in the Brain (MIB), Department of Clinical Medicine, Aarhus University, Aarhus, Denmark","The Royal Academy of Music Aarhus/Aalborg, Aarhus, Denmark"],"affiliations":[{"raw_affiliation_string":"Center for Music in the Brain (MIB), Department of Clinical Medicine, Aarhus University, Aarhus, Denmark","institution_ids":["https://openalex.org/I4210107971","https://openalex.org/I204337017"]},{"raw_affiliation_string":"The Royal Academy of Music Aarhus/Aalborg, Aarhus, Denmark","institution_ids":["https://openalex.org/I4210107971"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010643037","display_name":"Asoke K. Nandi","orcid":"https://orcid.org/0000-0001-6248-2875"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]},{"id":"https://openalex.org/I59433898","display_name":"Brunel University of London","ror":"https://ror.org/00dn4t376","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I59433898"]},{"id":"https://openalex.org/I204337017","display_name":"Aarhus University","ror":"https://ror.org/01aj84f44","country_code":"DK","type":"education","lineage":["https://openalex.org/I204337017"]},{"id":"https://openalex.org/I4210107971","display_name":"Royal Academy of Music","ror":"https://ror.org/01jvdtb95","country_code":"DK","type":"education","lineage":["https://openalex.org/I4210107971"]}],"countries":["CN","DK","GB"],"is_corresponding":false,"raw_author_name":"Asoke K. Nandi","raw_affiliation_strings":["Department of Electronic and Computer Engineering, Brunel University London, London, UK","The Key Laboratory of Embedded Systems and Service Computing, College of Electronic and Information Engineering, Tongji University, Shanghai, P. R. China","College of Electronic and Information Engineering Tongji University, Shanghai, P. R. China","Center for Music in the Brain (MIB) Department of Clinical Medicine, Aarhus University, Aarhus, Denmark"],"affiliations":[{"raw_affiliation_string":"Department of Electronic and Computer Engineering, Brunel University London, London, UK","institution_ids":["https://openalex.org/I59433898"]},{"raw_affiliation_string":"The Key Laboratory of Embedded Systems and Service Computing, College of Electronic and Information Engineering, Tongji University, Shanghai, P. R. China","institution_ids":["https://openalex.org/I116953780"]},{"raw_affiliation_string":"College of Electronic and Information Engineering Tongji University, Shanghai, P. R. China","institution_ids":["https://openalex.org/I116953780"]},{"raw_affiliation_string":"Center for Music in the Brain (MIB) Department of Clinical Medicine, Aarhus University, Aarhus, Denmark","institution_ids":["https://openalex.org/I4210107971","https://openalex.org/I204337017"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100689338"],"corresponding_institution_ids":["https://openalex.org/I59433898"],"apc_list":null,"apc_paid":{"value":1390,"currency":"EUR","value_usd":1499},"fwci":2.65,"has_fulltext":true,"cited_by_count":28,"citation_normalized_percentile":{"value":0.89419248,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"27","issue":"02","first_page":"1650042","last_page":"1650042"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9987999796867371,"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":0.9987999796867371,"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":0.996999979019165,"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/T10581","display_name":"Neural dynamics and brain function","score":0.986299991607666,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/functional-connectivity","display_name":"Functional connectivity","score":0.6109973788261414},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6003698110580444},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5854132175445557},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4461890459060669},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.36490729451179504},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.34012681245803833}],"concepts":[{"id":"https://openalex.org/C3018011982","wikidata":"https://www.wikidata.org/wiki/Q7316120","display_name":"Functional connectivity","level":2,"score":0.6109973788261414},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6003698110580444},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5854132175445557},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4461890459060669},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.36490729451179504},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.34012681245803833}],"mesh":[{"descriptor_ui":"D000339","descriptor_name":"Affect","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D000339","descriptor_name":"Affect","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D000339","descriptor_name":"Affect","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D001931","descriptor_name":"Brain Mapping","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D001931","descriptor_name":"Brain Mapping","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D001931","descriptor_name":"Brain Mapping","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D002560","descriptor_name":"Cerebrovascular Circulation","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D002560","descriptor_name":"Cerebrovascular Circulation","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D002560","descriptor_name":"Cerebrovascular Circulation","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009146","descriptor_name":"Music","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009146","descriptor_name":"Music","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009146","descriptor_name":"Music","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009434","descriptor_name":"Neural Pathways","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D009434","descriptor_name":"Neural Pathways","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D009434","descriptor_name":"Neural Pathways","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D010100","descriptor_name":"Oxygen","qualifier_ui":"Q000097","qualifier_name":"blood","is_major_topic":false},{"descriptor_ui":"D010100","descriptor_name":"Oxygen","qualifier_ui":"Q000097","qualifier_name":"blood","is_major_topic":false},{"descriptor_ui":"D010100","descriptor_name":"Oxygen","qualifier_ui":"Q000097","qualifier_name":"blood","is_major_topic":false},{"descriptor_ui":"D011361","descriptor_name":"Professional Competence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011361","descriptor_name":"Professional Competence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011361","descriptor_name":"Professional Competence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012201","descriptor_name":"Reward","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012201","descriptor_name":"Reward","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012201","descriptor_name":"Reward","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014796","descriptor_name":"Visual Perception","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D014796","descriptor_name":"Visual Perception","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D014796","descriptor_name":"Visual Perception","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D016000","descriptor_name":"Cluster Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016000","descriptor_name":"Cluster Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016000","descriptor_name":"Cluster Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017143","descriptor_name":"Fuzzy Logic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017143","descriptor_name":"Fuzzy Logic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017143","descriptor_name":"Fuzzy Logic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D066264","descriptor_name":"Datasets as Topic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D066264","descriptor_name":"Datasets as Topic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D066264","descriptor_name":"Datasets as Topic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":5,"locations":[{"id":"doi:10.1142/s0129065716500428","is_oa":true,"landing_page_url":"https://doi.org/10.1142/s0129065716500428","pdf_url":"https://www.worldscientific.com/doi/pdf/10.1142/S0129065716500428","source":{"id":"https://openalex.org/S197665576","display_name":"International Journal of Neural Systems","issn_l":"0129-0657","issn":["0129-0657","1793-6462"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Neural Systems","raw_type":"journal-article"},{"id":"pmid:27596928","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/27596928","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International journal of neural systems","raw_type":null},{"id":"pmh:oai:pure.atira.dk:publications/4221a6ab-67f6-466d-bf2f-fa35db91246d","is_oa":true,"landing_page_url":"https://pure.au.dk/portal/en/publications/4221a6ab-67f6-466d-bf2f-fa35db91246d","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Liu, C, Abu-Jamous, B, Brattico, E & Nandi, A K 2017, 'Towards tunable consensus clustering for studying functional brain connectivity during affective processing', International Journal of Neural Systems, vol. 27, no. 2, 1650042, pp. 1650042 . https://doi.org/10.1142/S0129065716500428","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:bura.brunel.ac.uk:2438/13346","is_oa":true,"landing_page_url":"https://bura.brunel.ac.uk/handle/2438/13346","pdf_url":null,"source":{"id":"https://openalex.org/S4306401473","display_name":"Brunel University Research Archive (BURA) (Brunel University London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I59433898","host_organization_name":"Brunel University of London","host_organization_lineage":["https://openalex.org/I59433898"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:ricerca.uniba.it:11586/269415","is_oa":true,"landing_page_url":"http://hdl.handle.net/11586/269415","pdf_url":null,"source":{"id":"https://openalex.org/S4377196296","display_name":"CINECA IRIS Institutional Research Information System (University of Bari Aldo Moro)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I5561750","host_organization_name":"University of Bari Aldo Moro","host_organization_lineage":["https://openalex.org/I5561750"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1142/s0129065716500428","is_oa":true,"landing_page_url":"https://doi.org/10.1142/s0129065716500428","pdf_url":"https://www.worldscientific.com/doi/pdf/10.1142/S0129065716500428","source":{"id":"https://openalex.org/S197665576","display_name":"International Journal of Neural Systems","issn_l":"0129-0657","issn":["0129-0657","1793-6462"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Neural Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320943","display_name":"Danmarks Grundforskningsfond","ror":"https://ror.org/00znyv691"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321108","display_name":"Academy of Finland","ror":"https://ror.org/05k73zm37"},{"id":"https://openalex.org/F4320322449","display_name":"Tongji University","ror":"https://ror.org/03rc6as71"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2403380046.pdf","grobid_xml":"https://content.openalex.org/works/W2403380046.grobid-xml"},"referenced_works_count":53,"referenced_works":["https://openalex.org/W1505943987","https://openalex.org/W1523767002","https://openalex.org/W1539187029","https://openalex.org/W1556541525","https://openalex.org/W1561000946","https://openalex.org/W1944011433","https://openalex.org/W1967542346","https://openalex.org/W1982300712","https://openalex.org/W1984050705","https://openalex.org/W1998709220","https://openalex.org/W2001229279","https://openalex.org/W2010430112","https://openalex.org/W2020785277","https://openalex.org/W2025986147","https://openalex.org/W2030062720","https://openalex.org/W2032401500","https://openalex.org/W2033242584","https://openalex.org/W2038509004","https://openalex.org/W2038578382","https://openalex.org/W2039144322","https://openalex.org/W2039279241","https://openalex.org/W2058046532","https://openalex.org/W2064980525","https://openalex.org/W2085281696","https://openalex.org/W2092062478","https://openalex.org/W2092206153","https://openalex.org/W2095491050","https://openalex.org/W2097747115","https://openalex.org/W2100440797","https://openalex.org/W2105824687","https://openalex.org/W2112412210","https://openalex.org/W2113509543","https://openalex.org/W2116649573","https://openalex.org/W2116692278","https://openalex.org/W2117228279","https://openalex.org/W2120176508","https://openalex.org/W2121938245","https://openalex.org/W2124776405","https://openalex.org/W2125092459","https://openalex.org/W2130409243","https://openalex.org/W2132338668","https://openalex.org/W2133852590","https://openalex.org/W2138004991","https://openalex.org/W2140049038","https://openalex.org/W2142154344","https://openalex.org/W2151221838","https://openalex.org/W2151422895","https://openalex.org/W2160453617","https://openalex.org/W2165781206","https://openalex.org/W2172168442","https://openalex.org/W2318199907","https://openalex.org/W2601966371","https://openalex.org/W3009948084"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W4298130764","https://openalex.org/W2804364458","https://openalex.org/W2931662336","https://openalex.org/W4220667126","https://openalex.org/W2077865380","https://openalex.org/W2132641928","https://openalex.org/W3006817050","https://openalex.org/W4310225030"],"abstract_inverted_index":{"In":[0],"the":[1,34,41,76,106,111,154,209],"past":[2],"decades,":[3],"neuroimaging":[4,87,190],"of":[5,11,22,37,43,90,124,126,145,195,200],"humans":[6],"has":[7,171],"gained":[8],"a":[9,67,117,193],"position":[10],"status":[12],"within":[13],"neuroscience,":[14],"and":[15,18,53,103,138,160,197],"data-driven":[16],"approaches":[17],"functional":[19,23],"connectivity":[20,185],"analyses":[21],"magnetic":[24],"resonance":[25],"imaging":[26],"(fMRI)":[27],"data":[28,191],"are":[29],"increasingly":[30],"favored":[31],"to":[32,61,116,135,182],"depict":[33],"complex":[35,118,189],"architecture":[36],"human":[38],"brains.":[39],"However,":[40],"reliability":[42,84],"these":[44],"findings":[45],"is":[46,206],"jeopardized":[47],"by":[48,88],"too":[49,55],"many":[50],"analysis":[51,94],"methods":[52,78,95],"sometimes":[54],"few":[56],"samples":[57],"used,":[58],"which":[59],"leads":[60],"discord":[62],"among":[63],"researchers.":[64],"We":[65,129],"propose":[66],"tunable":[68],"consensus":[69,203],"clustering":[70,77,107,165,177,204],"paradigm":[71,170],"that":[72,131,168],"aims":[73],"at":[74],"overcoming":[75],"selection":[79],"problem":[80],"as":[81,83],"well":[82],"issues":[85],"in":[86,97,179,208],"means":[89],"first":[91],"applying":[92],"several":[93],"(three":[96],"this":[98],"study)":[99],"on":[100,214],"multiple":[101],"datasets":[102],"then":[104],"integrating":[105],"results.":[108],"To":[109],"validate":[110],"method,":[112],"we":[113],"applied":[114],"it":[115],"fMRI":[119],"experiment":[120],"involving":[121,192],"affective":[122,149,198],"processing":[123,140],"hundreds":[125],"music":[127],"clips.":[128],"found":[130],"brain":[132],"structures":[133],"related":[134],"visual,":[136],"reward,":[137],"auditory":[139],"have":[141],"intrinsic":[142],"spatial":[143],"patterns":[144,186],"coherent":[146],"neuroactivity":[147],"during":[148],"processing.":[150],"The":[151,202],"comparisons":[152],"between":[153],"results":[155],"obtained":[156],"from":[157,162],"our":[158,169],"method":[159,205],"those":[161],"each":[163],"individual":[164],"algorithm":[166],"demonstrate":[167],"notable":[172],"advantages":[173],"over":[174],"traditional":[175],"single":[176],"algorithms":[178],"being":[180],"able":[181],"evidence":[183],"robust":[184],"even":[187],"with":[188],"variety":[194],"stimuli":[196],"evaluations":[199],"them.":[201],"implemented":[207],"R":[210],"package":[211],"\"UNCLES\"":[212],"available":[213],"http://cran.r-project.org/web/packages/UNCLES/index.html":[215],".":[216]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":6}],"updated_date":"2026-03-13T16:22:10.518609","created_date":"2025-10-10T00:00:00"}
