{"id":"https://openalex.org/W4386072239","doi":"https://doi.org/10.1109/isit54713.2023.10206886","title":"Finding a Burst of Positives via Nonadaptive Semiquantitative Group Testing","display_name":"Finding a Burst of Positives via Nonadaptive Semiquantitative Group Testing","publication_year":2023,"publication_date":"2023-06-25","ids":{"openalex":"https://openalex.org/W4386072239","doi":"https://doi.org/10.1109/isit54713.2023.10206886"},"language":"en","primary_location":{"id":"doi:10.1109/isit54713.2023.10206886","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/isit54713.2023.10206886","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Symposium on Information Theory (ISIT)","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/A5015402300","display_name":"Yun-Han Li","orcid":null},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Yun-Han Li","raw_affiliation_strings":["University of Illinois Urbana-Champaign,Department of Electrical and Computer Engineering,USA","Department of Electrical and Computer Engineering, University of Illinois Urbana-Champaign, USA"],"affiliations":[{"raw_affiliation_string":"University of Illinois Urbana-Champaign,Department of Electrical and Computer Engineering,USA","institution_ids":["https://openalex.org/I157725225"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Illinois Urbana-Champaign, USA","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008430584","display_name":"Ryan Gabrys","orcid":"https://orcid.org/0000-0002-9197-3371"},"institutions":[{"id":"https://openalex.org/I1339224429","display_name":"Naval Information Warfare Center Pacific","ror":"https://ror.org/01gs1cg95","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330347796","https://openalex.org/I1339224429","https://openalex.org/I2802223155","https://openalex.org/I3130687028"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ryan Gabrys","raw_affiliation_strings":["Naval Information Warfare Center,San Diego","Naval Information Warfare Center, San Diego"],"affiliations":[{"raw_affiliation_string":"Naval Information Warfare Center,San Diego","institution_ids":["https://openalex.org/I1339224429"]},{"raw_affiliation_string":"Naval Information Warfare Center, San Diego","institution_ids":["https://openalex.org/I1339224429"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051523017","display_name":"Jin Sima","orcid":"https://orcid.org/0000-0003-4588-9790"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jin Sima","raw_affiliation_strings":["University of Illinois Urbana-Champaign,Department of Electrical and Computer Engineering,USA","Department of Electrical and Computer Engineering, University of Illinois Urbana-Champaign, USA"],"affiliations":[{"raw_affiliation_string":"University of Illinois Urbana-Champaign,Department of Electrical and Computer Engineering,USA","institution_ids":["https://openalex.org/I157725225"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Illinois Urbana-Champaign, USA","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046640187","display_name":"Ilan Shomorony","orcid":"https://orcid.org/0000-0001-5077-2269"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ilan Shomorony","raw_affiliation_strings":["University of Illinois Urbana-Champaign,Department of Electrical and Computer Engineering,USA","Department of Electrical and Computer Engineering, University of Illinois Urbana-Champaign, USA"],"affiliations":[{"raw_affiliation_string":"University of Illinois Urbana-Champaign,Department of Electrical and Computer Engineering,USA","institution_ids":["https://openalex.org/I157725225"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Illinois Urbana-Champaign, USA","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084947882","display_name":"Olgica Milenkovi\u0107","orcid":"https://orcid.org/0000-0002-1871-4912"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Olgica Milenkovic","raw_affiliation_strings":["University of Illinois Urbana-Champaign,Department of Electrical and Computer Engineering,USA","Department of Electrical and Computer Engineering, University of Illinois Urbana-Champaign, USA"],"affiliations":[{"raw_affiliation_string":"University of Illinois Urbana-Champaign,Department of Electrical and Computer Engineering,USA","institution_ids":["https://openalex.org/I157725225"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Illinois Urbana-Champaign, USA","institution_ids":["https://openalex.org/I157725225"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5015402300"],"corresponding_institution_ids":["https://openalex.org/I157725225"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.14855668,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1848","last_page":"1853"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11754","display_name":"SARS-CoV-2 detection and testing","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2725","display_name":"Infectious Diseases"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11754","display_name":"SARS-CoV-2 detection and testing","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2725","display_name":"Infectious Diseases"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10207","display_name":"Advanced biosensing and bioanalysis techniques","score":0.974399983882904,"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/T11827","display_name":"Polyomavirus and related diseases","score":0.9340000152587891,"subfield":{"id":"https://openalex.org/subfields/2730","display_name":"Oncology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/false-positive-paradox","display_name":"False positive paradox","score":0.8325285911560059},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.48132145404815674},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.47596997022628784},{"id":"https://openalex.org/keywords/group","display_name":"Group (periodic table)","score":0.4591924250125885},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.4259496331214905},{"id":"https://openalex.org/keywords/limiting","display_name":"Limiting","score":0.4194182753562927},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3649890720844269},{"id":"https://openalex.org/keywords/discrete-mathematics","display_name":"Discrete mathematics","score":0.34813225269317627},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.32814812660217285},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.2802013158798218},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.1806427240371704},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.07996076345443726}],"concepts":[{"id":"https://openalex.org/C64869954","wikidata":"https://www.wikidata.org/wiki/Q1859747","display_name":"False positive paradox","level":2,"score":0.8325285911560059},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.48132145404815674},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.47596997022628784},{"id":"https://openalex.org/C2781311116","wikidata":"https://www.wikidata.org/wiki/Q83306","display_name":"Group (periodic table)","level":2,"score":0.4591924250125885},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.4259496331214905},{"id":"https://openalex.org/C188198153","wikidata":"https://www.wikidata.org/wiki/Q1613840","display_name":"Limiting","level":2,"score":0.4194182753562927},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3649890720844269},{"id":"https://openalex.org/C118615104","wikidata":"https://www.wikidata.org/wiki/Q121416","display_name":"Discrete mathematics","level":1,"score":0.34813225269317627},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.32814812660217285},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.2802013158798218},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.1806427240371704},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.07996076345443726},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"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/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isit54713.2023.10206886","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/isit54713.2023.10206886","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Symposium on Information Theory (ISIT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W112929769","https://openalex.org/W1519483541","https://openalex.org/W1544735579","https://openalex.org/W1975680434","https://openalex.org/W2046815858","https://openalex.org/W2054146867","https://openalex.org/W2068426614","https://openalex.org/W2093127198","https://openalex.org/W2168075767","https://openalex.org/W2912457157","https://openalex.org/W3100863978","https://openalex.org/W3104695492","https://openalex.org/W3197347959","https://openalex.org/W3198475217","https://openalex.org/W4287601009","https://openalex.org/W4289655124","https://openalex.org/W6604613518","https://openalex.org/W6785635834"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W1557094818","https://openalex.org/W2183246718","https://openalex.org/W2099261052","https://openalex.org/W3209204065","https://openalex.org/W2105707930","https://openalex.org/W1755711892","https://openalex.org/W2160907113","https://openalex.org/W2070813941","https://openalex.org/W3046510185"],"abstract_inverted_index":{"Motivated":[0],"by":[1],"testing":[2,12,69,77],"for":[3,14,124,139,207],"pathogenic":[4],"diseases":[5],"we":[6,81,130],"consider":[7],"a":[8,20,63,105,114,145,187],"new":[9],"nonadaptive":[10],"group":[11,68,76],"problem":[13],"which:":[15],"(1)":[16],"positives":[17,51,103],"occur":[18],"within":[19],"burst,":[21],"capturing":[22],"the":[23,36,48,72,83,86,92,100,111,118,133,148],"fact":[24],"that":[25,35,43,132,163,186],"infected":[26],"test":[27,37,106,161],"subjects":[28],"often":[29],"come":[30],"in":[31,52,104],"clusters,":[32],"and":[33,91,211],"(2)":[34],"outcomes":[38],"arise":[39],"from":[40],"semiquantitative":[41,75,93],"measurements":[42],"provide":[44,95,205],"coarse":[45],"information":[46,198],"about":[47],"number":[49,101,121,135],"of":[50,74,102,113,122,136,147,168,214],"any":[53,166],"tested":[54],"group.":[55,107],"Our":[56],"model":[57],"generalizes":[58],"prior":[59],"work":[60],"on":[61,99],"detecting":[62],"single":[64],"burst":[65,140,167],"with":[66,201],"classical":[67],"[1]":[70],"to":[71],"setting":[73,84],"(SQGT)":[78],"[2].":[79],"Specifically,":[80],"study":[82],"where":[85],"burst-length":[87],"\u2113":[88,170],"is":[89,142,158,192],"known":[90],"tests":[94,137],"potentially":[96],"nonuniform":[97],"estimates":[98,109],"The":[108],"represent":[110],"index":[112],"quantization":[115],"bin":[116],"containing":[117],"(exact)":[119],"total":[120],"positives,":[123],"arbitrary":[125],"thresholds":[126],"\u03b7<inf>1</inf>,\u2026,":[127],"\u03b7<inf>s</inf>.":[128,151],"Interestingly,":[129],"show":[131],"minimum":[134],"needed":[138],"identification":[141],"essentially":[143],"only":[144],"function":[146],"largest":[149],"threshold":[150],"In":[152],"this":[153],"context,":[154],"our":[155],"main":[156],"result":[157],"an":[159],"order-optimal":[160],"scheme":[162],"can":[164],"recover":[165],"length":[169],"using":[171],"roughly":[172],"$\\left\\lfloor":[173],"{\\frac{\\ell":[174],"}{{2{\\eta":[175],"_s}}}}":[176],"\\right\\rfloor":[177],"+":[178,181],"{\\log":[179],"_{s":[180],"1}}(n)$":[182],"measurements.":[183],"This":[184],"suggests":[185],"large":[188],"saturation":[189],"level":[190],"\u03b7<inf>s</inf>":[191],"more":[193],"important":[194],"than":[195],"finely":[196],"quantized":[197],"when":[199],"dealing":[200],"bursts.":[202],"We":[203],"also":[204],"results":[206],"related":[208],"modeling":[209],"assumptions":[210],"specialized":[212],"choices":[213],"thresholds.":[215]},"counts_by_year":[],"updated_date":"2026-03-25T13:04:00.132906","created_date":"2025-10-10T00:00:00"}
