{"id":"https://openalex.org/W4404228128","doi":"https://doi.org/10.3390/sym16111510","title":"Symmetry and Complexity in Gene Association Networks Using the Generalized Correlation Coefficient","display_name":"Symmetry and Complexity in Gene Association Networks Using the Generalized Correlation Coefficient","publication_year":2024,"publication_date":"2024-11-11","ids":{"openalex":"https://openalex.org/W4404228128","doi":"https://doi.org/10.3390/sym16111510"},"language":"en","primary_location":{"id":"doi:10.3390/sym16111510","is_oa":true,"landing_page_url":"https://doi.org/10.3390/sym16111510","pdf_url":null,"source":{"id":"https://openalex.org/S190787756","display_name":"Symmetry","issn_l":"2073-8994","issn":["2073-8994"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Symmetry","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.3390/sym16111510","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5078073624","display_name":"Raydonal Ospina","orcid":"https://orcid.org/0000-0002-9884-9090"},"institutions":[{"id":"https://openalex.org/I126158947","display_name":"Universidade Federal da Bahia","ror":"https://ror.org/03k3p7647","country_code":"BR","type":"education","lineage":["https://openalex.org/I126158947"]},{"id":"https://openalex.org/I25112270","display_name":"Universidade Federal de Pernambuco","ror":"https://ror.org/047908t24","country_code":"BR","type":"education","lineage":["https://openalex.org/I25112270"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Raydonal Ospina","raw_affiliation_strings":["Departamento de Estat\u00edstica, CASTLab, Universidade Federal de Pernambuco, Recife 50670-901, Brazil","Departamento de Estat\u00edstica, LInCa, Universidade Federal da Bahia, Salvador 40170-110, Brazil"],"raw_orcid":"https://orcid.org/0000-0002-9884-9090","affiliations":[{"raw_affiliation_string":"Departamento de Estat\u00edstica, CASTLab, Universidade Federal de Pernambuco, Recife 50670-901, Brazil","institution_ids":["https://openalex.org/I25112270"]},{"raw_affiliation_string":"Departamento de Estat\u00edstica, LInCa, Universidade Federal da Bahia, Salvador 40170-110, Brazil","institution_ids":["https://openalex.org/I126158947"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091546591","display_name":"Cleber Xavier","orcid":"https://orcid.org/0000-0001-9651-8805"},"institutions":[{"id":"https://openalex.org/I190085865","display_name":"Universidade Federal de Sergipe","ror":"https://ror.org/028ka0n85","country_code":"BR","type":"education","lineage":["https://openalex.org/I190085865"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Cleber M. Xavier","raw_affiliation_strings":["Departamento de Estat\u00edstica e Ci\u00eancias Atuariais, Universidade Federal de Sergipe, S\u00e3o Crist\u00f3v\u00e3o 49107-230, Brazil"],"raw_orcid":"https://orcid.org/0000-0001-9651-8805","affiliations":[{"raw_affiliation_string":"Departamento de Estat\u00edstica e Ci\u00eancias Atuariais, Universidade Federal de Sergipe, S\u00e3o Crist\u00f3v\u00e3o 49107-230, Brazil","institution_ids":["https://openalex.org/I190085865"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106670727","display_name":"Gustavo Henrique Esteves","orcid":"https://orcid.org/0000-0003-1000-2387"},"institutions":[{"id":"https://openalex.org/I136754270","display_name":"Universidade Estadual da Para\u00edba","ror":"https://ror.org/02cm65z11","country_code":"BR","type":"education","lineage":["https://openalex.org/I136754270"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Gustavo H. Esteves","raw_affiliation_strings":["Departamento de Estat\u00edstica, Universidade Estadual da Para\u00edba, Campina Grande 58429-500, Brazil"],"raw_orcid":"https://orcid.org/0000-0003-1000-2387","affiliations":[{"raw_affiliation_string":"Departamento de Estat\u00edstica, Universidade Estadual da Para\u00edba, Campina Grande 58429-500, Brazil","institution_ids":["https://openalex.org/I136754270"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063917919","display_name":"Patr\u00edcia L. Espinheira","orcid":"https://orcid.org/0000-0002-9150-8330"},"institutions":[{"id":"https://openalex.org/I126158947","display_name":"Universidade Federal da Bahia","ror":"https://ror.org/03k3p7647","country_code":"BR","type":"education","lineage":["https://openalex.org/I126158947"]},{"id":"https://openalex.org/I25112270","display_name":"Universidade Federal de Pernambuco","ror":"https://ror.org/047908t24","country_code":"BR","type":"education","lineage":["https://openalex.org/I25112270"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Patr\u00edcia L. Espinheira","raw_affiliation_strings":["Departamento de Estat\u00edstica, CASTLab, Universidade Federal de Pernambuco, Recife 50670-901, Brazil","Departamento de Estat\u00edstica, LInCa, Universidade Federal da Bahia, Salvador 40170-110, Brazil"],"raw_orcid":"https://orcid.org/0000-0002-9150-8330","affiliations":[{"raw_affiliation_string":"Departamento de Estat\u00edstica, CASTLab, Universidade Federal de Pernambuco, Recife 50670-901, Brazil","institution_ids":["https://openalex.org/I25112270"]},{"raw_affiliation_string":"Departamento de Estat\u00edstica, LInCa, Universidade Federal da Bahia, Salvador 40170-110, Brazil","institution_ids":["https://openalex.org/I126158947"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079421486","display_name":"Cec\u00edlia Castro","orcid":"https://orcid.org/0000-0001-9897-8186"},"institutions":[{"id":"https://openalex.org/I99682543","display_name":"University of Minho","ror":"https://ror.org/037wpkx04","country_code":"PT","type":"education","lineage":["https://openalex.org/I99682543"]}],"countries":["PT"],"is_corresponding":true,"raw_author_name":"Cecilia Castro","raw_affiliation_strings":["Centre of Mathematics, Universidade do Minho, 4710-057 Braga, Portugal"],"raw_orcid":"https://orcid.org/0000-0001-9897-8186","affiliations":[{"raw_affiliation_string":"Centre of Mathematics, Universidade do Minho, 4710-057 Braga, Portugal","institution_ids":["https://openalex.org/I99682543"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037117333","display_name":"V\u00edctor Leiva","orcid":"https://orcid.org/0000-0003-4755-3270"},"institutions":[{"id":"https://openalex.org/I130474213","display_name":"Pontificia Universidad Cat\u00f3lica de Valpara\u00edso","ror":"https://ror.org/02cafbr77","country_code":"CL","type":"education","lineage":["https://openalex.org/I130474213"]}],"countries":["CL"],"is_corresponding":false,"raw_author_name":"V\u00edctor Leiva","raw_affiliation_strings":["Escuela de Ingenier\u00eda Industrial, Pontificia Universidad Cat\u00f3lica de Valpara\u00edso, Valpara\u00edso 2362807, Chile"],"raw_orcid":"https://orcid.org/0000-0003-4755-3270","affiliations":[{"raw_affiliation_string":"Escuela de Ingenier\u00eda Industrial, Pontificia Universidad Cat\u00f3lica de Valpara\u00edso, Valpara\u00edso 2362807, Chile","institution_ids":["https://openalex.org/I130474213"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5079421486"],"corresponding_institution_ids":["https://openalex.org/I99682543"],"apc_list":{"value":2000,"currency":"CHF","value_usd":2165},"apc_paid":{"value":2000,"currency":"CHF","value_usd":2165},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.17346462,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"16","issue":"11","first_page":"1510","last_page":"1510"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.9991000294685364,"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":0.9991000294685364,"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/T10885","display_name":"Gene expression and cancer classification","score":0.9980000257492065,"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/T10621","display_name":"Gene Regulatory Network Analysis","score":0.9932000041007996,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/flexibility","display_name":"Flexibility (engineering)","score":0.5931143164634705},{"id":"https://openalex.org/keywords/biomedicine","display_name":"Biomedicine","score":0.5903525948524475},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5860040187835693},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5748006105422974},{"id":"https://openalex.org/keywords/outlier","display_name":"Outlier","score":0.5632824897766113},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.5319801568984985},{"id":"https://openalex.org/keywords/pearson-product-moment-correlation-coefficient","display_name":"Pearson product-moment correlation coefficient","score":0.5019707679748535},{"id":"https://openalex.org/keywords/estimator","display_name":"Estimator","score":0.48997703194618225},{"id":"https://openalex.org/keywords/correlation","display_name":"Correlation","score":0.4782232940196991},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.4768846333026886},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.47124868631362915},{"id":"https://openalex.org/keywords/correlation-coefficient","display_name":"Correlation coefficient","score":0.4510839879512787},{"id":"https://openalex.org/keywords/gene-regulatory-network","display_name":"Gene regulatory network","score":0.42737990617752075},{"id":"https://openalex.org/keywords/linear-model","display_name":"Linear model","score":0.4176706373691559},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3251006603240967},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3191388249397278},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3075655400753021},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2945820689201355},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.21997833251953125},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.19420897960662842},{"id":"https://openalex.org/keywords/bioinformatics","display_name":"Bioinformatics","score":0.19364860653877258},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.16041162610054016},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.11064812541007996}],"concepts":[{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.5931143164634705},{"id":"https://openalex.org/C66782513","wikidata":"https://www.wikidata.org/wiki/Q864601","display_name":"Biomedicine","level":2,"score":0.5903525948524475},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5860040187835693},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5748006105422974},{"id":"https://openalex.org/C79337645","wikidata":"https://www.wikidata.org/wiki/Q779824","display_name":"Outlier","level":2,"score":0.5632824897766113},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.5319801568984985},{"id":"https://openalex.org/C55078378","wikidata":"https://www.wikidata.org/wiki/Q1136628","display_name":"Pearson product-moment correlation coefficient","level":2,"score":0.5019707679748535},{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.48997703194618225},{"id":"https://openalex.org/C117220453","wikidata":"https://www.wikidata.org/wiki/Q5172842","display_name":"Correlation","level":2,"score":0.4782232940196991},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.4768846333026886},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.47124868631362915},{"id":"https://openalex.org/C2780092901","wikidata":"https://www.wikidata.org/wiki/Q3433612","display_name":"Correlation coefficient","level":2,"score":0.4510839879512787},{"id":"https://openalex.org/C67339327","wikidata":"https://www.wikidata.org/wiki/Q1502576","display_name":"Gene regulatory network","level":4,"score":0.42737990617752075},{"id":"https://openalex.org/C163175372","wikidata":"https://www.wikidata.org/wiki/Q3339222","display_name":"Linear model","level":2,"score":0.4176706373691559},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3251006603240967},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3191388249397278},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3075655400753021},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2945820689201355},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.21997833251953125},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.19420897960662842},{"id":"https://openalex.org/C60644358","wikidata":"https://www.wikidata.org/wiki/Q128570","display_name":"Bioinformatics","level":1,"score":0.19364860653877258},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.16041162610054016},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.11064812541007996},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C150194340","wikidata":"https://www.wikidata.org/wiki/Q26972","display_name":"Gene expression","level":3,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/sym16111510","is_oa":true,"landing_page_url":"https://doi.org/10.3390/sym16111510","pdf_url":null,"source":{"id":"https://openalex.org/S190787756","display_name":"Symmetry","issn_l":"2073-8994","issn":["2073-8994"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Symmetry","raw_type":"journal-article"},{"id":"pmh:oai:repositorium.uminho.pt:1822/96196","is_oa":true,"landing_page_url":"https://hdl.handle.net/1822/96196","pdf_url":"https://repositorium.uminho.pt/bitstreams/11970c51-225b-4fe5-ab19-e0cded0abc96/download","source":{"id":"https://openalex.org/S4306400624","display_name":"Reposit\u00f3riUM (Universidade do Minho)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I99682543","host_organization_name":"University of Minho","host_organization_lineage":["https://openalex.org/I99682543"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"journal article"},{"id":"pmh:oai:doaj.org/article:3aaf02c746b4499db35cc1a2ebb46f37","is_oa":false,"landing_page_url":"https://doaj.org/article/3aaf02c746b4499db35cc1a2ebb46f37","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Symmetry, Vol 16, Iss 11, p 1510 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/sym16111510","is_oa":true,"landing_page_url":"https://doi.org/10.3390/sym16111510","pdf_url":null,"source":{"id":"https://openalex.org/S190787756","display_name":"Symmetry","issn_l":"2073-8994","issn":["2073-8994"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Symmetry","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3537410306","display_name":null,"funder_award_id":"VINCI 039.309/2024","funder_id":"https://openalex.org/F4320324690","funder_display_name":"Pontificia Universidad Cat\u00f3lica de Valpara\u00edso"},{"id":"https://openalex.org/G3575630619","display_name":"STATISTICAL AND MATHEMATICAL ASPECTS OF MULTIVARIATE CUMULATIVE DAMAGE MODELS AND THEIR APPLICATION TO CANCER EARTHQUAKES ECONOMY NEUROSCIENCE AND POLLUTION IN CHILE","funder_award_id":"1200525","funder_id":"https://openalex.org/F4320331146","funder_display_name":"Agencia Nacional de Investigaci\u00f3n y Desarrollo"},{"id":"https://openalex.org/G7158157597","display_name":null,"funder_award_id":"303192/2022-4","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"},{"id":"https://openalex.org/G7941188131","display_name":null,"funder_award_id":"APP0021/2023","funder_id":"https://openalex.org/F4320323681","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado da Bahia"},{"id":"https://openalex.org/G8171679694","display_name":null,"funder_award_id":"039.470/2024","funder_id":"https://openalex.org/F4320324690","funder_display_name":"Pontificia Universidad Cat\u00f3lica de Valpara\u00edso"}],"funders":[{"id":"https://openalex.org/F4320319253","display_name":"Agen\u021bia Na\u021bional\u0103 pentru Cercetare \u0219i Dezvoltare","ror":null},{"id":"https://openalex.org/F4320322025","display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico","ror":"https://ror.org/03swz6y49"},{"id":"https://openalex.org/F4320323681","display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado da Bahia","ror":"https://ror.org/0473khm44"},{"id":"https://openalex.org/F4320324690","display_name":"Pontificia Universidad Cat\u00f3lica de Valpara\u00edso","ror":"https://ror.org/02cafbr77"},{"id":"https://openalex.org/F4320325399","display_name":"Universidade do Minho","ror":null},{"id":"https://openalex.org/F4320331146","display_name":"Agencia Nacional de Investigaci\u00f3n y Desarrollo","ror":null},{"id":"https://openalex.org/F4320338463","display_name":"CHIST-ERA","ror":"https://ror.org/00rbzpz17"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":54,"referenced_works":["https://openalex.org/W61130253","https://openalex.org/W404240460","https://openalex.org/W1529414772","https://openalex.org/W1977148017","https://openalex.org/W1985514943","https://openalex.org/W2002165347","https://openalex.org/W2015989473","https://openalex.org/W2016874414","https://openalex.org/W2023166574","https://openalex.org/W2024312127","https://openalex.org/W2024542106","https://openalex.org/W2026864448","https://openalex.org/W2030326671","https://openalex.org/W2038706020","https://openalex.org/W2038724295","https://openalex.org/W2048957655","https://openalex.org/W2062014401","https://openalex.org/W2069436548","https://openalex.org/W2078149659","https://openalex.org/W2078483536","https://openalex.org/W2085932340","https://openalex.org/W2120120666","https://openalex.org/W2146213193","https://openalex.org/W2165700458","https://openalex.org/W2166347816","https://openalex.org/W2225830407","https://openalex.org/W2797333853","https://openalex.org/W2905060314","https://openalex.org/W3038082949","https://openalex.org/W3176917681","https://openalex.org/W4206456910","https://openalex.org/W4220701919","https://openalex.org/W4224250220","https://openalex.org/W4242849907","https://openalex.org/W4255230573","https://openalex.org/W4283804517","https://openalex.org/W4292793604","https://openalex.org/W4294329053","https://openalex.org/W4319593996","https://openalex.org/W4324143449","https://openalex.org/W4361828230","https://openalex.org/W4376601565","https://openalex.org/W4381487215","https://openalex.org/W4383262678","https://openalex.org/W4386995544","https://openalex.org/W4392509974","https://openalex.org/W4400576054","https://openalex.org/W4400764108","https://openalex.org/W4401207826","https://openalex.org/W4402366304","https://openalex.org/W6613934775","https://openalex.org/W6670026339","https://openalex.org/W6678568454","https://openalex.org/W6902181021"],"related_works":["https://openalex.org/W2017899917","https://openalex.org/W2080571363","https://openalex.org/W2481322495","https://openalex.org/W2898682754","https://openalex.org/W2889841093","https://openalex.org/W2151082141","https://openalex.org/W2365236913","https://openalex.org/W3194374240","https://openalex.org/W2993861175","https://openalex.org/W4402987654"],"abstract_inverted_index":{"High-dimensional":[0],"gene":[1,57,95,117],"expression":[2],"data":[3,49],"cause":[4],"challenges":[5,23],"for":[6,55,138,148,157],"traditional":[7,66],"statistical":[8],"tools,":[9],"particularly":[10],"when":[11],"dealing":[12],"with":[13,145],"non-linear":[14,123],"relationships":[15],"and":[16,45,72,86,122,128,159,173],"outliers.":[17],"The":[18,125],"present":[19],"study":[20],"addresses":[21],"these":[22],"by":[24],"employing":[25],"a":[26,33,135,154],"generalized":[27],"correlation":[28],"coefficient":[29],"(GCC)":[30],"that":[31],"incorporates":[32],"flexibility":[34,111],"parameter,":[35],"allowing":[36],"it":[37],"to":[38,40,101],"adapt":[39],"varying":[41],"levels":[42,108],"of":[43,80,93,109,131,142,170],"symmetry":[44],"asymmetry":[46],"in":[47,90,116,163,167],"the":[48,61,91,99,110,132,140,168],"distribution.":[50],"This":[51],"adaptability":[52],"is":[53],"crucial":[54],"analyzing":[56],"association":[58],"networks,":[59,103,144],"where":[60],"GCC":[62,100,133],"demonstrates":[63],"advantages":[64],"over":[65],"measures":[67],"such":[68],"as":[69],"Kendall,":[70],"Pearson,":[71],"Spearman":[73],"coefficients.":[74],"We":[75],"introduce":[76],"two":[77],"novel":[78],"adaptations":[79],"this":[81],"metric,":[82],"enhancing":[83],"its":[84,88],"precision":[85,149],"broadening":[87],"applicability":[89],"context":[92],"complex":[94],"interactions.":[96],"By":[97],"applying":[98],"relevance":[102,161],"we":[104],"show":[105],"how":[106],"different":[107],"parameter":[112],"reveal":[113],"distinct":[114],"patterns":[115],"interactions,":[118],"capturing":[119],"both":[120],"linear":[121],"relationships.":[124],"maximum":[126],"likelihood":[127],"Spearman-based":[129],"estimators":[130],"offer":[134],"refined":[136],"approach":[137],"disentangling":[139],"complexity":[141],"biological":[143,171],"potential":[146],"implications":[147],"medicine.":[150],"Our":[151],"methodology":[152],"provides":[153],"powerful":[155],"tool":[156],"constructing":[158],"interpreting":[160],"networks":[162],"biomedicine,":[164],"supporting":[165],"advancements":[166],"understanding":[169],"interactions":[172],"healthcare":[174],"research.":[175]},"counts_by_year":[],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
