{"id":"https://openalex.org/W2013431023","doi":"https://doi.org/10.1145/2639108.2639129","title":"Robust network compressive sensing","display_name":"Robust network compressive sensing","publication_year":2014,"publication_date":"2014-09-05","ids":{"openalex":"https://openalex.org/W2013431023","doi":"https://doi.org/10.1145/2639108.2639129","mag":"2013431023"},"language":"en","primary_location":{"id":"doi:10.1145/2639108.2639129","doi":"https://doi.org/10.1145/2639108.2639129","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2639108.2639129","pdf_url":null,"source":{"id":"https://openalex.org/S4363608994","display_name":"ACM Annual International Conference on Mobile Computing and Networking (MobiCom)","issn_l":"1543-5679","issn":["1543-5679"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 20th annual international conference on Mobile computing and networking","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.15781/t2kd1qk3m","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5009913466","display_name":"Yi\u2010Chao Chen","orcid":"https://orcid.org/0000-0003-0782-4953","observed_orcids":["https://orcid.org/0000-0003-0782-4953"]},"institutions":[{"id":"https://openalex.org/I86519309","display_name":"The University of Texas at Austin","ror":"https://ror.org/00hj54h04","country_code":"US","type":"education","lineage":["https://openalex.org/I86519309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yi-Chao Chen","raw_affiliation_strings":["The University of Texas at Austin, Austin, TX, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Texas at Austin, Austin, TX, USA","institution_ids":["https://openalex.org/I86519309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032760128","display_name":"Lili Qiu","orcid":"https://orcid.org/0000-0002-1590-9749","observed_orcids":["https://orcid.org/0000-0002-1590-9749","https://orcid.org/0009-0003-8131-7439"]},"institutions":[{"id":"https://openalex.org/I86519309","display_name":"The University of Texas at Austin","ror":"https://ror.org/00hj54h04","country_code":"US","type":"education","lineage":["https://openalex.org/I86519309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lili Qiu","raw_affiliation_strings":["The University of Texas at Austin, Austin, TX, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Texas at Austin, Austin, TX, USA","institution_ids":["https://openalex.org/I86519309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100343725","display_name":"Yin Zhang","orcid":"https://orcid.org/0000-0002-6761-2269","observed_orcids":["https://orcid.org/0000-0002-6761-2269","https://orcid.org/0009-0000-9621-5361"]},"institutions":[{"id":"https://openalex.org/I86519309","display_name":"The University of Texas at Austin","ror":"https://ror.org/00hj54h04","country_code":"US","type":"education","lineage":["https://openalex.org/I86519309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yin Zhang","raw_affiliation_strings":["The University of Texas at Austin, Austin, TX, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Texas at Austin, Austin, TX, USA","institution_ids":["https://openalex.org/I86519309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101490654","display_name":"Guangtao Xue","orcid":"https://orcid.org/0000-0002-1617-3593","observed_orcids":["https://orcid.org/0000-0002-1617-3593"]},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guangtao Xue","raw_affiliation_strings":["Shanghai Jiao Tong University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058439568","display_name":"Zhenxian Hu","orcid":"https://orcid.org/0009-0007-5024-0546","observed_orcids":["https://orcid.org/0009-0007-5024-0546","https://orcid.org/0000-0002-9978-8023"]},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhenxian Hu","raw_affiliation_strings":["Shanghai Jiao Tong University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":7.7071,"has_fulltext":false,"cited_by_count":78,"citation_normalized_percentile":{"value":0.98663697,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"545","last_page":"556"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.989300012588501,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.989300012588501,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.004000000189989805,"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.00039999998989515007,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/network-analysis","display_name":"network analysis","score":0.9279999732971191},{"id":"https://openalex.org/keywords/missing-data","display_name":"missing data","score":0.8330000042915344},{"id":"https://openalex.org/keywords/measurement-noise","display_name":"measurement noise","score":0.859000027179718},{"id":"https://openalex.org/keywords/network-anomalies","display_name":"network anomalies","score":0.8259999752044678},{"id":"https://openalex.org/keywords/robust-estimation","display_name":"robust estimation","score":0.5590000152587891}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7261243462562561},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.7152099609375},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.6423888802528381},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6150801777839661},{"id":"https://openalex.org/C164226766","wikidata":"https://www.wikidata.org/wiki/Q7293202","display_name":"Rank (graph theory)","level":2,"score":0.49739769101142883},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4561244249343872},{"id":"https://openalex.org/C29265498","wikidata":"https://www.wikidata.org/wiki/Q7047719","display_name":"Noise measurement","level":3,"score":0.44722333550453186},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.4176866412162781},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.17929551005363464},{"id":"https://openalex.org/C163294075","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Noise reduction","level":2,"score":0.13704708218574524},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07818594574928284},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1145/2639108.2639129","doi":"https://doi.org/10.1145/2639108.2639129","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2639108.2639129","pdf_url":null,"source":{"id":"https://openalex.org/S4363608994","display_name":"ACM Annual International Conference on Mobile Computing and Networking (MobiCom)","issn_l":"1543-5679","issn":["1543-5679"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 20th annual international conference on Mobile computing and networking","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.651.820","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.651.820","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cs.utexas.edu/~lili/papers/pub/mobicom14-lens.pdf","raw_type":"text"},{"id":"pmh:oai:repositories.lib.utexas.edu:2152/38181","doi":null,"is_oa":false,"landing_page_url":"http://hdl.handle.net/2152/38181","pdf_url":null,"source":{"id":"https://openalex.org/S4306400568","display_name":"Texas ScholarWorks (Texas Digital Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210102904","host_organization_name":"Texas Digital Library","host_organization_lineage":["https://openalex.org/I4210102904"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Thesis"},{"id":"doi:10.15781/t2kd1qk3m","doi":"https://doi.org/10.15781/t2kd1qk3m","is_oa":true,"landing_page_url":"https://doi.org/10.15781/t2kd1qk3m","pdf_url":null,"source":{"id":"https://openalex.org/S4306402198","display_name":"Texas Digital Library (University of Texas)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I86519309","host_organization_name":"The University of Texas at Austin","host_organization_lineage":["https://openalex.org/I86519309"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"doi:10.15781/t2kd1qk3m","doi":"https://doi.org/10.15781/t2kd1qk3m","is_oa":true,"landing_page_url":"https://doi.org/10.15781/t2kd1qk3m","pdf_url":null,"source":{"id":"https://openalex.org/S4306402198","display_name":"Texas Digital Library (University of Texas)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I86519309","host_organization_name":"The University of Texas at Austin","host_organization_lineage":["https://openalex.org/I86519309"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null},"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G2422536722","display_name":"\u7528\u6237\u793e\u4f1a\u6027\u884c\u4e3a\u611f\u77e5\u7684\u65e0\u7ebf\u7f51\u7edc\u4f18\u5316\u6280\u672f\u7814\u7a76","funder_award_id":"61170237","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G322858574","display_name":null,"funder_award_id":"CNS-1343383","funder_id":"https://openalex.org/F4320337388","funder_display_name":"Division of Computer and Network Systems"},{"id":"https://openalex.org/G4322283638","display_name":null,"funder_award_id":"CREATE-E2S2","funder_id":"https://openalex.org/F4320320709","funder_display_name":"National Research Foundation Singapore"},{"id":"https://openalex.org/G7148778926","display_name":null,"funder_award_id":"CCF-1117009","funder_id":"https://openalex.org/F4320337387","funder_display_name":"Division of Computing and Communication Foundations"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320320709","display_name":"National Research Foundation Singapore","ror":"https://ror.org/03cpyc314"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320337387","display_name":"Division of Computing and Communication Foundations","ror":"https://ror.org/01mng8331"},{"id":"https://openalex.org/F4320337388","display_name":"Division of Computer and Network Systems","ror":"https://ror.org/02rdzmk74"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W100825074","https://openalex.org/W1544273037","https://openalex.org/W1723392986","https://openalex.org/W1895139489","https://openalex.org/W1970465912","https://openalex.org/W1970701242","https://openalex.org/W1986931325","https://openalex.org/W1997299558","https://openalex.org/W2007562169","https://openalex.org/W2043964537","https://openalex.org/W2100785383","https://openalex.org/W2104724137","https://openalex.org/W2115829001","https://openalex.org/W2118550318","https://openalex.org/W2118862682","https://openalex.org/W2118931532","https://openalex.org/W2121511513","https://openalex.org/W2124608575","https://openalex.org/W2129638195","https://openalex.org/W2133646105","https://openalex.org/W2133762042","https://openalex.org/W2134673568","https://openalex.org/W2136457015","https://openalex.org/W2141689873","https://openalex.org/W2145563843","https://openalex.org/W2145962650","https://openalex.org/W2146616964","https://openalex.org/W2149863017","https://openalex.org/W2157578436","https://openalex.org/W2161317557","https://openalex.org/W2164210932","https://openalex.org/W2166484593","https://openalex.org/W2168821867","https://openalex.org/W2277973662","https://openalex.org/W2293322640","https://openalex.org/W2296616510","https://openalex.org/W2947000318","https://openalex.org/W3102105495","https://openalex.org/W4236400424","https://openalex.org/W4250955649","https://openalex.org/W6694952143"],"related_works":["https://openalex.org/W7095153286","https://openalex.org/W2117368434","https://openalex.org/W7098025466","https://openalex.org/W4312631463","https://openalex.org/W4312519290","https://openalex.org/W1548535323","https://openalex.org/W2035399662","https://openalex.org/W7099318783","https://openalex.org/W2999946671","https://openalex.org/W2784822303"],"abstract_inverted_index":{"Networks":[0],"are":[1],"constantly":[2],"generating":[3],"an":[4],"enormous":[5],"amount":[6],"of":[7,31],"rich":[8],"diverse":[9],"information.":[10],"Such":[11],"information":[12],"creates":[13],"exciting":[14],"opportunities":[15],"for":[16,55],"network":[17,26,42,74],"analytics.":[18],"However,":[19],"a":[20],"major":[21],"challenge":[22],"to":[23],"enable":[24],"effective":[25],"analytics":[27],"is":[28],"the":[29,48],"presence":[30],"missing":[32],"data,":[33],"measurement":[34,58],"errors,":[35],"and":[36,60,70],"anomalies.":[37],"Despite":[38],"significant":[39,66],"work":[40],"in":[41,83],"analytics,":[43],"fundamental":[44],"issues":[45],"remain:":[46],"(i)":[47],"existing":[49],"works":[50],"do":[51],"not":[52,81],"explicitly":[53],"account":[54],"anomalies":[56],"or":[57,68],"noise,":[59],"incur":[61],"serious":[62],"performance":[63],"degradation":[64],"under":[65],"noise":[67],"anomalies,":[69],"(ii)":[71],"they":[72],"assume":[73],"matrices":[75],"have":[76],"low-rank":[77],"structure,":[78],"which":[79],"may":[80],"hold":[82],"reality.":[84]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":9},{"year":2019,"cited_by_count":9},{"year":2018,"cited_by_count":10},{"year":2017,"cited_by_count":11},{"year":2016,"cited_by_count":8},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":1}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2016-06-24T00:00:00"}