{"id":"https://openalex.org/W2765203444","doi":"https://doi.org/10.1186/s12918-018-0598-2","title":"A systematic survey of centrality measures for protein-protein interaction networks","display_name":"A systematic survey of centrality measures for protein-protein interaction networks","publication_year":2018,"publication_date":"2018-07-31","ids":{"openalex":"https://openalex.org/W2765203444","doi":"https://doi.org/10.1186/s12918-018-0598-2","mag":"2765203444","pmid":"https://pubmed.ncbi.nlm.nih.gov/30064421"},"language":"en","primary_location":{"id":"doi:10.1186/s12918-018-0598-2","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12918-018-0598-2","pdf_url":"https://bmcsystbiol.biomedcentral.com/track/pdf/10.1186/s12918-018-0598-2","source":{"id":"https://openalex.org/S92363890","display_name":"BMC Systems Biology","issn_l":"1752-0509","issn":["1752-0509"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Systems Biology","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://bmcsystbiol.biomedcentral.com/track/pdf/10.1186/s12918-018-0598-2","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5102818301","display_name":"Minoo Ashtiani","orcid":"https://orcid.org/0000-0002-2853-363X"},"institutions":[{"id":"https://openalex.org/I1301411061","display_name":"Pasteur Institute of Iran","ror":"https://ror.org/00wqczk30","country_code":"IR","type":"facility","lineage":["https://openalex.org/I1301411061"]},{"id":"https://openalex.org/I4210088961","display_name":"Biotechnology Research Center","ror":"https://ror.org/013t96v18","country_code":"IR","type":"facility","lineage":["https://openalex.org/I163205636","https://openalex.org/I4210088961"]}],"countries":["IR"],"is_corresponding":true,"raw_author_name":"Minoo Ashtiani","raw_affiliation_strings":["Drug Design and Bioinformatics Unit, Medical Biotechnology Department, Biotechnology Research Center, Pasteur Institute of Iran, P.O. Box 13164, Tehran, Iran"],"affiliations":[{"raw_affiliation_string":"Drug Design and Bioinformatics Unit, Medical Biotechnology Department, Biotechnology Research Center, Pasteur Institute of Iran, P.O. Box 13164, Tehran, Iran","institution_ids":["https://openalex.org/I1301411061","https://openalex.org/I4210088961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017567949","display_name":"Ali Salehzadeh\u2010Yazdi","orcid":"https://orcid.org/0000-0002-1678-0051"},"institutions":[{"id":"https://openalex.org/I4665924","display_name":"University of Rostock","ror":"https://ror.org/03zdwsf69","country_code":"DE","type":"education","lineage":["https://openalex.org/I4665924"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Ali Salehzadeh-Yazdi","raw_affiliation_strings":["Department of Systems Biology and Bioinformatics, University of Rostock, P.O. Box 18051, Rostock, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Systems Biology and Bioinformatics, University of Rostock, P.O. Box 18051, Rostock, Germany","institution_ids":["https://openalex.org/I4665924"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052980149","display_name":"Zahra Razaghi\u2010Moghadam","orcid":"https://orcid.org/0000-0002-5513-4677"},"institutions":[{"id":"https://openalex.org/I23946033","display_name":"University of Tehran","ror":"https://ror.org/05vf56z40","country_code":"IR","type":"education","lineage":["https://openalex.org/I23946033"]},{"id":"https://openalex.org/I4210105972","display_name":"Max Planck Institute of Molecular Plant Physiology","ror":"https://ror.org/01fbde567","country_code":"DE","type":"facility","lineage":["https://openalex.org/I149899117","https://openalex.org/I4210105972"]}],"countries":["DE","IR"],"is_corresponding":false,"raw_author_name":"Zahra Razaghi-Moghadam","raw_affiliation_strings":["Faculty of New Sciences and Technologies, University of Tehran, P.O. Box 143995-71, Tehran, Iran","Max-Planck Institute of Molecular Plant Physiology, Potsdam, Germany"],"affiliations":[{"raw_affiliation_string":"Faculty of New Sciences and Technologies, University of Tehran, P.O. Box 143995-71, Tehran, Iran","institution_ids":["https://openalex.org/I23946033"]},{"raw_affiliation_string":"Max-Planck Institute of Molecular Plant Physiology, Potsdam, Germany","institution_ids":["https://openalex.org/I4210105972"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069323088","display_name":"Holger Hennig","orcid":"https://orcid.org/0000-0002-4272-2445"},"institutions":[{"id":"https://openalex.org/I4665924","display_name":"University of Rostock","ror":"https://ror.org/03zdwsf69","country_code":"DE","type":"education","lineage":["https://openalex.org/I4665924"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Holger Hennig","raw_affiliation_strings":["Department of Systems Biology and Bioinformatics, University of Rostock, P.O. Box 18051, Rostock, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Systems Biology and Bioinformatics, University of Rostock, P.O. Box 18051, Rostock, Germany","institution_ids":["https://openalex.org/I4665924"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022724143","display_name":"Olaf Wolkenhauer","orcid":"https://orcid.org/0000-0001-6105-2937"},"institutions":[{"id":"https://openalex.org/I4665924","display_name":"University of Rostock","ror":"https://ror.org/03zdwsf69","country_code":"DE","type":"education","lineage":["https://openalex.org/I4665924"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Olaf Wolkenhauer","raw_affiliation_strings":["Department of Systems Biology and Bioinformatics, University of Rostock, P.O. Box 18051, Rostock, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Systems Biology and Bioinformatics, University of Rostock, P.O. Box 18051, Rostock, Germany","institution_ids":["https://openalex.org/I4665924"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046889449","display_name":"Mehdi Mirzaie","orcid":"https://orcid.org/0000-0003-4434-5118"},"institutions":[{"id":"https://openalex.org/I1516879","display_name":"Tarbiat Modares University","ror":"https://ror.org/03mwgfy56","country_code":"IR","type":"education","lineage":["https://openalex.org/I1516879"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Mehdi Mirzaie","raw_affiliation_strings":["Department of Applied Mathematics, Faculty of Mathematical Sciences, Tarbiat Modares University, P.O. Box 14115-134, Tehran, Iran. mirzaie@modares.ac.ir","Department of Applied Mathematics, Faculty of Mathematical Sciences, Tarbiat Modares University, P.O. Box 14115-134, Tehran, Iran"],"affiliations":[{"raw_affiliation_string":"Department of Applied Mathematics, Faculty of Mathematical Sciences, Tarbiat Modares University, P.O. Box 14115-134, Tehran, Iran. mirzaie@modares.ac.ir","institution_ids":["https://openalex.org/I1516879"]},{"raw_affiliation_string":"Department of Applied Mathematics, Faculty of Mathematical Sciences, Tarbiat Modares University, P.O. Box 14115-134, Tehran, Iran","institution_ids":["https://openalex.org/I1516879"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017969980","display_name":"Mohieddin Jafari","orcid":null},"institutions":[{"id":"https://openalex.org/I1301411061","display_name":"Pasteur Institute of Iran","ror":"https://ror.org/00wqczk30","country_code":"IR","type":"facility","lineage":["https://openalex.org/I1301411061"]},{"id":"https://openalex.org/I4210088961","display_name":"Biotechnology Research Center","ror":"https://ror.org/013t96v18","country_code":"IR","type":"facility","lineage":["https://openalex.org/I163205636","https://openalex.org/I4210088961"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Mohieddin Jafari","raw_affiliation_strings":["Drug Design and Bioinformatics Unit, Medical Biotechnology Department, Biotechnology Research Center, Pasteur Institute of Iran, P.O. Box 13164, Tehran, Iran. mjafari@pasteur.ac.ir","Drug Design and Bioinformatics Unit, Medical Biotechnology Department, Biotechnology Research Center, Pasteur Institute of Iran, P.O. Box 13164, Tehran, Iran"],"affiliations":[{"raw_affiliation_string":"Drug Design and Bioinformatics Unit, Medical Biotechnology Department, Biotechnology Research Center, Pasteur Institute of Iran, P.O. Box 13164, Tehran, Iran. mjafari@pasteur.ac.ir","institution_ids":["https://openalex.org/I1301411061"]},{"raw_affiliation_string":"Drug Design and Bioinformatics Unit, Medical Biotechnology Department, Biotechnology Research Center, Pasteur Institute of Iran, P.O. Box 13164, Tehran, Iran","institution_ids":["https://openalex.org/I1301411061","https://openalex.org/I4210088961"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5102818301"],"corresponding_institution_ids":["https://openalex.org/I1301411061","https://openalex.org/I4210088961"],"apc_list":null,"apc_paid":null,"fwci":7.447,"has_fulltext":true,"cited_by_count":207,"citation_normalized_percentile":{"value":0.98071497,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"12","issue":"1","first_page":"80","last_page":"80"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.9995999932289124,"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":0.9995999932289124,"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":0.9861999750137329,"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/T13127","display_name":"Biotin and Related Studies","score":0.983299970626831,"subfield":{"id":"https://openalex.org/subfields/1307","display_name":"Cell 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/centrality","display_name":"Centrality","score":0.966962456703186},{"id":"https://openalex.org/keywords/closeness","display_name":"Closeness","score":0.7196471095085144},{"id":"https://openalex.org/keywords/betweenness-centrality","display_name":"Betweenness centrality","score":0.6438940763473511},{"id":"https://openalex.org/keywords/katz-centrality","display_name":"Katz centrality","score":0.6258968710899353},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.6001231074333191},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6000608801841736},{"id":"https://openalex.org/keywords/network-science","display_name":"Network science","score":0.5548339486122131},{"id":"https://openalex.org/keywords/network-theory","display_name":"Network theory","score":0.546952486038208},{"id":"https://openalex.org/keywords/network-controllability","display_name":"Network controllability","score":0.5435031652450562},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5092211961746216},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.48954281210899353},{"id":"https://openalex.org/keywords/network-analysis","display_name":"Network analysis","score":0.48388585448265076},{"id":"https://openalex.org/keywords/measure","display_name":"Measure (data warehouse)","score":0.46610578894615173},{"id":"https://openalex.org/keywords/network-topology","display_name":"Network topology","score":0.43730199337005615},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.42949923872947693},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3495258092880249},{"id":"https://openalex.org/keywords/topology","display_name":"Topology (electrical circuits)","score":0.3460497260093689},{"id":"https://openalex.org/keywords/complex-network","display_name":"Complex network","score":0.34153833985328674},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3339865207672119},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.261333167552948},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.12196406722068787}],"concepts":[{"id":"https://openalex.org/C53811970","wikidata":"https://www.wikidata.org/wiki/Q5062194","display_name":"Centrality","level":2,"score":0.966962456703186},{"id":"https://openalex.org/C2779545769","wikidata":"https://www.wikidata.org/wiki/Q5135364","display_name":"Closeness","level":2,"score":0.7196471095085144},{"id":"https://openalex.org/C117045392","wikidata":"https://www.wikidata.org/wiki/Q4899215","display_name":"Betweenness centrality","level":3,"score":0.6438940763473511},{"id":"https://openalex.org/C131349576","wikidata":"https://www.wikidata.org/wiki/Q6378571","display_name":"Katz centrality","level":4,"score":0.6258968710899353},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.6001231074333191},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6000608801841736},{"id":"https://openalex.org/C137753397","wikidata":"https://www.wikidata.org/wiki/Q2434424","display_name":"Network science","level":3,"score":0.5548339486122131},{"id":"https://openalex.org/C11804174","wikidata":"https://www.wikidata.org/wiki/Q1192971","display_name":"Network theory","level":2,"score":0.546952486038208},{"id":"https://openalex.org/C41982775","wikidata":"https://www.wikidata.org/wiki/Q7000977","display_name":"Network controllability","level":4,"score":0.5435031652450562},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5092211961746216},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.48954281210899353},{"id":"https://openalex.org/C32946077","wikidata":"https://www.wikidata.org/wiki/Q618079","display_name":"Network analysis","level":2,"score":0.48388585448265076},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.46610578894615173},{"id":"https://openalex.org/C199845137","wikidata":"https://www.wikidata.org/wiki/Q145490","display_name":"Network topology","level":2,"score":0.43730199337005615},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.42949923872947693},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3495258092880249},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.3460497260093689},{"id":"https://openalex.org/C34947359","wikidata":"https://www.wikidata.org/wiki/Q665189","display_name":"Complex network","level":2,"score":0.34153833985328674},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3339865207672119},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.261333167552948},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.12196406722068787},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","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},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"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/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000069558","descriptor_name":"Unsupervised Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069558","descriptor_name":"Unsupervised Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069558","descriptor_name":"Unsupervised Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012441","descriptor_name":"Saccharomyces cerevisiae","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":false},{"descriptor_ui":"D012441","descriptor_name":"Saccharomyces cerevisiae","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":false},{"descriptor_ui":"D012441","descriptor_name":"Saccharomyces cerevisiae","qualifier_ui":"Q000378","qualifier_name":"metabolism","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":"D025941","descriptor_name":"Protein Interaction Mapping","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D025941","descriptor_name":"Protein Interaction Mapping","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D025941","descriptor_name":"Protein Interaction Mapping","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D029701","descriptor_name":"Saccharomyces cerevisiae Proteins","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":false},{"descriptor_ui":"D029701","descriptor_name":"Saccharomyces cerevisiae Proteins","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":false},{"descriptor_ui":"D029701","descriptor_name":"Saccharomyces cerevisiae Proteins","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":false}],"locations_count":5,"locations":[{"id":"doi:10.1186/s12918-018-0598-2","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12918-018-0598-2","pdf_url":"https://bmcsystbiol.biomedcentral.com/track/pdf/10.1186/s12918-018-0598-2","source":{"id":"https://openalex.org/S92363890","display_name":"BMC Systems Biology","issn_l":"1752-0509","issn":["1752-0509"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Systems Biology","raw_type":"journal-article"},{"id":"pmid:30064421","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/30064421","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":"BMC systems biology","raw_type":null},{"id":"pmh:oai:doaj.org/article:fe62c4cce2754124a2b7fecac20a31b8","is_oa":true,"landing_page_url":"https://doaj.org/article/fe62c4cce2754124a2b7fecac20a31b8","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Systems Biology, Vol 12, Iss 1, Pp 1-17 (2018)","raw_type":"article"},{"id":"pmh:oai:escidoc.org:escidoc:2630144","is_oa":false,"landing_page_url":"http://hdl.handle.net/21.11116/0000-0001-E2D1-3","pdf_url":null,"source":{"id":"https://openalex.org/S7407052962","display_name":"Max Planck Digital Library","issn_l":null,"issn":[],"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":"","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:europepmc.org:5026239","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/6069823","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"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":null,"raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1186/s12918-018-0598-2","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12918-018-0598-2","pdf_url":"https://bmcsystbiol.biomedcentral.com/track/pdf/10.1186/s12918-018-0598-2","source":{"id":"https://openalex.org/S92363890","display_name":"BMC Systems Biology","issn_l":"1752-0509","issn":["1752-0509"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Systems Biology","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2765203444.pdf","grobid_xml":"https://content.openalex.org/works/W2765203444.grobid-xml"},"referenced_works_count":89,"referenced_works":["https://openalex.org/W83376015","https://openalex.org/W108107911","https://openalex.org/W229097380","https://openalex.org/W249159571","https://openalex.org/W289419902","https://openalex.org/W828529927","https://openalex.org/W849918760","https://openalex.org/W942736360","https://openalex.org/W1487684686","https://openalex.org/W1504401263","https://openalex.org/W1525985997","https://openalex.org/W1548260500","https://openalex.org/W1600033471","https://openalex.org/W1679133234","https://openalex.org/W1941947567","https://openalex.org/W1966327575","https://openalex.org/W1983202741","https://openalex.org/W1984817576","https://openalex.org/W1986310535","https://openalex.org/W1987971958","https://openalex.org/W1994200682","https://openalex.org/W2000495354","https://openalex.org/W2006683252","https://openalex.org/W2009439092","https://openalex.org/W2012643478","https://openalex.org/W2016381774","https://openalex.org/W2019150902","https://openalex.org/W2031051046","https://openalex.org/W2031611985","https://openalex.org/W2038568591","https://openalex.org/W2042459594","https://openalex.org/W2047998870","https://openalex.org/W2048095866","https://openalex.org/W2056944867","https://openalex.org/W2059556222","https://openalex.org/W2060464767","https://openalex.org/W2063282514","https://openalex.org/W2074443723","https://openalex.org/W2077716286","https://openalex.org/W2082649645","https://openalex.org/W2086581125","https://openalex.org/W2087194317","https://openalex.org/W2089125183","https://openalex.org/W2099551325","https://openalex.org/W2113330929","https://openalex.org/W2113553645","https://openalex.org/W2114780358","https://openalex.org/W2117492258","https://openalex.org/W2119114096","https://openalex.org/W2122139846","https://openalex.org/W2124540200","https://openalex.org/W2125580930","https://openalex.org/W2126161637","https://openalex.org/W2127405101","https://openalex.org/W2128728535","https://openalex.org/W2130790725","https://openalex.org/W2133695523","https://openalex.org/W2135945534","https://openalex.org/W2136656254","https://openalex.org/W2138621811","https://openalex.org/W2140239055","https://openalex.org/W2145402497","https://openalex.org/W2148540061","https://openalex.org/W2152285853","https://openalex.org/W2155019453","https://openalex.org/W2155592813","https://openalex.org/W2171115585","https://openalex.org/W2176533785","https://openalex.org/W2201354711","https://openalex.org/W2223126999","https://openalex.org/W2235645467","https://openalex.org/W2326727950","https://openalex.org/W2429442430","https://openalex.org/W2472351724","https://openalex.org/W2497501816","https://openalex.org/W2517102695","https://openalex.org/W2537623931","https://openalex.org/W2555225158","https://openalex.org/W2586452838","https://openalex.org/W2792330169","https://openalex.org/W2801194071","https://openalex.org/W2802897570","https://openalex.org/W3022598036","https://openalex.org/W3105709855","https://openalex.org/W3143219376","https://openalex.org/W4298404569","https://openalex.org/W4298997816","https://openalex.org/W6605889743","https://openalex.org/W6679290402"],"related_works":["https://openalex.org/W4312461432","https://openalex.org/W2070633563","https://openalex.org/W2611574733","https://openalex.org/W2514739320","https://openalex.org/W2570065583","https://openalex.org/W2887722523","https://openalex.org/W4296473449","https://openalex.org/W2952913018","https://openalex.org/W4225983573","https://openalex.org/W2042444919"],"abstract_inverted_index":{"The":[0],"choice":[1],"of":[2,6,16,44,54,63],"a":[3,17,51,64],"suitable":[4],"set":[5],"centrality":[7,46],"measures":[8,47],"is":[9],"crucial":[10],"for":[11],"inferring":[12,58],"important":[13],"functional":[14,59],"properties":[15],"network.":[18],"We":[19],"concluded":[20],"that":[21],"undertaking":[22],"data":[23],"reduction":[24],"using":[25],"unsupervised":[26],"machine":[27],"learning":[28],"methods":[29],"helps":[30],"to":[31],"choose":[32],"appropriate":[33],"variables":[34],"(centrality":[35],"measures).":[36],"Hence,":[37],"we":[38],"proposed":[39],"identifying":[40],"the":[41,45],"contribution":[42],"proportions":[43],"with":[48],"PCA":[49],"as":[50],"prerequisite":[52],"step":[53],"network":[55],"analysis":[56],"before":[57],"consequences,":[60],"e.g.,":[61],"essentiality":[62],"node.":[65]},"counts_by_year":[{"year":2026,"cited_by_count":8},{"year":2025,"cited_by_count":22},{"year":2024,"cited_by_count":31},{"year":2023,"cited_by_count":31},{"year":2022,"cited_by_count":33},{"year":2021,"cited_by_count":35},{"year":2020,"cited_by_count":33},{"year":2019,"cited_by_count":10},{"year":2018,"cited_by_count":2},{"year":2016,"cited_by_count":1}],"updated_date":"2026-04-15T08:11:43.952461","created_date":"2025-10-10T00:00:00"}
