{"id":"https://openalex.org/W3215852070","doi":"https://doi.org/10.1109/isncc52172.2021.9615768","title":"A Comparative Study on the Variants of R Metric for Network Robustness","display_name":"A Comparative Study on the Variants of R Metric for Network Robustness","publication_year":2021,"publication_date":"2021-10-31","ids":{"openalex":"https://openalex.org/W3215852070","doi":"https://doi.org/10.1109/isncc52172.2021.9615768","mag":"3215852070"},"language":"en","primary_location":{"id":"doi:10.1109/isncc52172.2021.9615768","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isncc52172.2021.9615768","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 International Symposium on Networks, Computers and Communications (ISNCC)","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/A5013965797","display_name":"Balume Mburano","orcid":"https://orcid.org/0000-0003-0781-1909"},"institutions":[{"id":"https://openalex.org/I63525965","display_name":"Western Sydney University","ror":"https://ror.org/03t52dk35","country_code":"AU","type":"education","lineage":["https://openalex.org/I63525965"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Balume Mburano","raw_affiliation_strings":["School of Computer, Data and Mathematical Sciences, Western Sydney University, Australia"],"affiliations":[{"raw_affiliation_string":"School of Computer, Data and Mathematical Sciences, Western Sydney University, Australia","institution_ids":["https://openalex.org/I63525965"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071559794","display_name":"Weisheng Si","orcid":"https://orcid.org/0000-0002-1239-7880"},"institutions":[{"id":"https://openalex.org/I63525965","display_name":"Western Sydney University","ror":"https://ror.org/03t52dk35","country_code":"AU","type":"education","lineage":["https://openalex.org/I63525965"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Weisheng Si","raw_affiliation_strings":["School of Computer, Data and Mathematical Sciences, Western Sydney University, Australia"],"affiliations":[{"raw_affiliation_string":"School of Computer, Data and Mathematical Sciences, Western Sydney University, Australia","institution_ids":["https://openalex.org/I63525965"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108050907","display_name":"Wei Xing Zheng","orcid":"https://orcid.org/0000-0002-0572-5938"},"institutions":[{"id":"https://openalex.org/I63525965","display_name":"Western Sydney University","ror":"https://ror.org/03t52dk35","country_code":"AU","type":"education","lineage":["https://openalex.org/I63525965"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Wei Xing Zheng","raw_affiliation_strings":["School of Computer, Data and Mathematical Sciences, Western Sydney University, Australia"],"affiliations":[{"raw_affiliation_string":"School of Computer, Data and Mathematical Sciences, Western Sydney University, Australia","institution_ids":["https://openalex.org/I63525965"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5013965797"],"corresponding_institution_ids":["https://openalex.org/I63525965"],"apc_list":null,"apc_paid":null,"fwci":0.9087,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.74610761,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9861000180244446,"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"}},"topics":[{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9861000180244446,"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/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.9156000018119812,"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/robustness","display_name":"Robustness (evolution)","score":0.7750231623649597},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6016330718994141},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.5454230904579163},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11834418773651123},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.06219303607940674}],"concepts":[{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.7750231623649597},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6016330718994141},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.5454230904579163},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11834418773651123},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.06219303607940674},{"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/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isncc52172.2021.9615768","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isncc52172.2021.9615768","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 International Symposium on Networks, Computers and Communications (ISNCC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.6299999952316284,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W950821216","https://openalex.org/W1989400610","https://openalex.org/W2008620264","https://openalex.org/W2112090702","https://openalex.org/W2114844053","https://openalex.org/W2152255412","https://openalex.org/W2463845772","https://openalex.org/W2464457188","https://openalex.org/W2510850382","https://openalex.org/W2609428401","https://openalex.org/W2617669005","https://openalex.org/W2695737732","https://openalex.org/W2945828882","https://openalex.org/W2974390715","https://openalex.org/W3045735698","https://openalex.org/W3110340335","https://openalex.org/W4235019172","https://openalex.org/W4246219036","https://openalex.org/W4299959846","https://openalex.org/W4312512934","https://openalex.org/W6786335304"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Robust":[0],"network":[1],"infrastructures":[2],"are":[3,153],"essential":[4],"for":[5,11,41,161],"the":[6,16,22,70,84,107,113,141,157,181,188],"delivery":[7],"of":[8,24,183],"vital":[9],"services":[10],"our":[12],"daily":[13],"lives.":[14],"With":[15],"widespread":[17],"cyber-attacks":[18],"on":[19,95],"them,":[20,45],"measuring":[21],"robustness":[23,36,172],"these":[25,87],"networks":[26],"has":[27,50],"become":[28],"an":[29],"important":[30],"issue.":[31],"In":[32],"recent":[33],"years,":[34],"many":[35],"metrics":[37],"have":[38,57,89],"been":[39,58,90],"proposed":[40],"this":[42,101,104],"purpose.":[43],"Among":[44],"a":[46,63,170],"metric":[47,64,173],"called":[48,65,174],"‘R’":[49],"received":[51],"wide":[52],"attention,":[53],"and":[54,69,72,78,98,117,145,156,163],"several":[55],"variants":[56,61,74,88,148],"proposed.":[59],"These":[60],"include":[62],"Communication":[66,176],"Robustness":[67,177],"(CR)":[68],"betweenness":[71],"closeness":[73],"to":[75,92,119,125,128,149],"both":[76],"R":[77,116,144],"CR.":[79,191],"However,":[80],"no":[81],"evaluations":[82],"about":[83],"correlations":[85,114,142],"among":[86],"made":[91],"shed":[93],"light":[94],"their":[96],"necessity":[97],"effectiveness.":[99],"Addressing":[100],"research":[102],"gap,":[103],"paper":[105],"makes":[106],"following":[108],"contributions.":[109],"First,":[110],"we":[111,139,168],"measure":[112,140],"between":[115,143],"CR":[118,122,162,184],"verify":[120],"that":[121,151],"is":[123,159],"valid":[124],"exist":[126],"due":[127],"its":[129,146,164],"unique":[130],"perspective":[131],"although":[132],"it":[133],"correlates":[134],"closely":[135],"with":[136],"R.":[137],"Second,":[138],"betweenness/closeness":[147,165],"show":[150],"they":[152],"quite":[154],"different,":[155],"same":[158,189],"observed":[160],"variants.":[166],"Finally,":[167],"propose":[169],"new":[171],"Simplified":[175],"(SCR),":[178],"which":[179],"simplifies":[180],"calculation":[182],"while":[185],"working":[186],"almost":[187],"as":[190]},"counts_by_year":[{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}