{"id":"https://openalex.org/W2105159520","doi":"https://doi.org/10.1109/tsp.2010.2097257","title":"Noise Enhanced &lt;formula formulatype=\"inline\"&gt;&lt;tex Notation=\"TeX\"&gt;$M$&lt;/tex&gt;&lt;/formula&gt;-ary Composite Hypothesis-Testing in the Presence of Partial Prior Information","display_name":"Noise Enhanced &lt;formula formulatype=\"inline\"&gt;&lt;tex Notation=\"TeX\"&gt;$M$&lt;/tex&gt;&lt;/formula&gt;-ary Composite Hypothesis-Testing in the Presence of Partial Prior Information","publication_year":2010,"publication_date":"2010-12-11","ids":{"openalex":"https://openalex.org/W2105159520","doi":"https://doi.org/10.1109/tsp.2010.2097257","mag":"2105159520"},"language":"en","primary_location":{"id":"doi:10.1109/tsp.2010.2097257","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsp.2010.2097257","pdf_url":null,"source":{"id":"https://openalex.org/S168680287","display_name":"IEEE Transactions on Signal Processing","issn_l":"1053-587X","issn":["1053-587X","1941-0476"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Signal Processing","raw_type":"journal-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/A5025405938","display_name":"Suat Bayram","orcid":"https://orcid.org/0000-0001-9464-9692"},"institutions":[{"id":"https://openalex.org/I168864056","display_name":"Bilkent University","ror":"https://ror.org/02vh8a032","country_code":"TR","type":"education","lineage":["https://openalex.org/I168864056"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Suat Bayram","raw_affiliation_strings":["Department of Electrical and Electronics Engineering, Bilkent University, Ankara, Turkey","Dept. of Electr. & Electron Eng., Bilkent Univ., Ankara, Turkey"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronics Engineering, Bilkent University, Ankara, Turkey","institution_ids":["https://openalex.org/I168864056"]},{"raw_affiliation_string":"Dept. of Electr. & Electron Eng., Bilkent Univ., Ankara, Turkey","institution_ids":["https://openalex.org/I168864056"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060023238","display_name":"Sinan Gezici","orcid":"https://orcid.org/0000-0002-6369-3081"},"institutions":[{"id":"https://openalex.org/I168864056","display_name":"Bilkent University","ror":"https://ror.org/02vh8a032","country_code":"TR","type":"education","lineage":["https://openalex.org/I168864056"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Sinan Gezici","raw_affiliation_strings":["Department of Electrical and Electronics Engineering, Bilkent University, Ankara, Turkey","Dept. of Electr. & Electron Eng., Bilkent Univ., Ankara, Turkey"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronics Engineering, Bilkent University, Ankara, Turkey","institution_ids":["https://openalex.org/I168864056"]},{"raw_affiliation_string":"Dept. of Electr. & Electron Eng., Bilkent Univ., Ankara, Turkey","institution_ids":["https://openalex.org/I168864056"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5025405938"],"corresponding_institution_ids":["https://openalex.org/I168864056"],"apc_list":null,"apc_paid":null,"fwci":2.849,"has_fulltext":false,"cited_by_count":27,"citation_normalized_percentile":{"value":0.91185109,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":93,"max":98},"biblio":{"volume":"59","issue":"3","first_page":"1292","last_page":"1297"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12879","display_name":"Distributed Sensor Networks and Detection Algorithms","score":0.996399998664856,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T12879","display_name":"Distributed Sensor Networks and Detection Algorithms","score":0.996399998664856,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T11513","display_name":"stochastic dynamics and bifurcation","score":0.9919999837875366,"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/T10928","display_name":"Probabilistic and Robust Engineering Design","score":0.9900000095367432,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.6768370866775513},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.669366717338562},{"id":"https://openalex.org/keywords/prior-probability","display_name":"Prior probability","score":0.563782811164856},{"id":"https://openalex.org/keywords/notation","display_name":"Notation","score":0.5069182515144348},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.49794745445251465},{"id":"https://openalex.org/keywords/statistical-hypothesis-testing","display_name":"Statistical hypothesis testing","score":0.47218289971351624},{"id":"https://openalex.org/keywords/constant","display_name":"Constant (computer programming)","score":0.4513968825340271},{"id":"https://openalex.org/keywords/distribution","display_name":"Distribution (mathematics)","score":0.4487461447715759},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4284040927886963},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.4134005904197693},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.3731706440448761},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3491115868091583},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.24935191869735718},{"id":"https://openalex.org/keywords/mathematical-analysis","display_name":"Mathematical analysis","score":0.21873503923416138},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.19165989756584167},{"id":"https://openalex.org/keywords/arithmetic","display_name":"Arithmetic","score":0.11783269047737122},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.10248273611068726}],"concepts":[{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.6768370866775513},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.669366717338562},{"id":"https://openalex.org/C177769412","wikidata":"https://www.wikidata.org/wiki/Q278090","display_name":"Prior probability","level":3,"score":0.563782811164856},{"id":"https://openalex.org/C45357846","wikidata":"https://www.wikidata.org/wiki/Q2001982","display_name":"Notation","level":2,"score":0.5069182515144348},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.49794745445251465},{"id":"https://openalex.org/C87007009","wikidata":"https://www.wikidata.org/wiki/Q210832","display_name":"Statistical hypothesis testing","level":2,"score":0.47218289971351624},{"id":"https://openalex.org/C2777027219","wikidata":"https://www.wikidata.org/wiki/Q1284190","display_name":"Constant (computer programming)","level":2,"score":0.4513968825340271},{"id":"https://openalex.org/C110121322","wikidata":"https://www.wikidata.org/wiki/Q865811","display_name":"Distribution (mathematics)","level":2,"score":0.4487461447715759},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4284040927886963},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.4134005904197693},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.3731706440448761},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3491115868091583},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.24935191869735718},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.21873503923416138},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.19165989756584167},{"id":"https://openalex.org/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","level":1,"score":0.11783269047737122},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.10248273611068726},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tsp.2010.2097257","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsp.2010.2097257","pdf_url":null,"source":{"id":"https://openalex.org/S168680287","display_name":"IEEE Transactions on Signal Processing","issn_l":"1053-587X","issn":["1053-587X","1941-0476"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Signal Processing","raw_type":"journal-article"},{"id":"pmh:oai:repository.bilkent.edu.tr:11693/12114","is_oa":false,"landing_page_url":"http://hdl.handle.net/11693/12114","pdf_url":null,"source":{"id":"https://openalex.org/S4306400079","display_name":"Bilkent University Institutional Repository (Bilkent University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I168864056","host_organization_name":"Bilkent University","host_organization_lineage":["https://openalex.org/I168864056"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Transactions on Signal Processing","raw_type":"Article"},{"id":"pmh:oai:repository.bilkent.edu.tr:11693/22013","is_oa":false,"landing_page_url":"http://hdl.handle.net/11693/22013","pdf_url":null,"source":{"id":"https://openalex.org/S4306400079","display_name":"Bilkent University Institutional Repository (Bilkent University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I168864056","host_organization_name":"Bilkent University","host_organization_lineage":["https://openalex.org/I168864056"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Transactions on Signal Processing","raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W1879678483","https://openalex.org/W1966485568","https://openalex.org/W1969782914","https://openalex.org/W1972677846","https://openalex.org/W1979268836","https://openalex.org/W1980240972","https://openalex.org/W1999160460","https://openalex.org/W2000021165","https://openalex.org/W2013656894","https://openalex.org/W2016731871","https://openalex.org/W2016823191","https://openalex.org/W2062303134","https://openalex.org/W2066934803","https://openalex.org/W2079819958","https://openalex.org/W2093490812","https://openalex.org/W2097117108","https://openalex.org/W2098166260","https://openalex.org/W2111162236","https://openalex.org/W2112768936","https://openalex.org/W2116967254","https://openalex.org/W2118178838","https://openalex.org/W2120880944","https://openalex.org/W2123748412","https://openalex.org/W2127604727","https://openalex.org/W2127628742","https://openalex.org/W2153018680","https://openalex.org/W2153911032","https://openalex.org/W2155623340","https://openalex.org/W2163599171","https://openalex.org/W2164100228","https://openalex.org/W2165611008","https://openalex.org/W2294604761","https://openalex.org/W2796971335","https://openalex.org/W3037706425","https://openalex.org/W3133603318","https://openalex.org/W4211019631","https://openalex.org/W4229557733","https://openalex.org/W4245223444","https://openalex.org/W4251566724","https://openalex.org/W4285719527","https://openalex.org/W4298218752","https://openalex.org/W4299110731","https://openalex.org/W6675077435"],"related_works":["https://openalex.org/W2580650124","https://openalex.org/W4386190339","https://openalex.org/W2968424575","https://openalex.org/W3142333283","https://openalex.org/W3122088529","https://openalex.org/W2111669074","https://openalex.org/W2085259108","https://openalex.org/W3041320102","https://openalex.org/W3123087812","https://openalex.org/W2071416974"],"abstract_inverted_index":{"In":[0,96],"this":[1],"correspondence,":[2],"noise":[3,25,55,68],"enhanced":[4],"detection":[5,120],"is":[6,26,56,63,122],"studied":[7],"for":[8,45,58],"<i":[9],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[10],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">M</i>":[11],"-ary":[12],"composite":[13,106],"hypothesis-testing":[14],"problems":[15],"in":[16,124],"the":[17,40,46,53,66,98,114,128],"presence":[18],"of":[19,52,81,85,100],"partial":[20],"prior":[21],"information.":[22],"Optimal":[23],"additive":[24],"obtained":[27,57],"according":[28,88],"to":[29,89,126],"two":[30],"criteria,":[31],"which":[32],"assume":[33],"a":[34,73,79,82,119],"uniform":[35],"distribution":[36,42],"(Criterion":[37,43],"1)":[38],"or":[39,77],"least-favorable":[41],"2)":[44],"unknown":[47,101],"priors.":[48],"The":[49],"statistical":[50],"characterization":[51],"optimal":[54,67],"each":[59],"criterion.":[60],"Specifically,":[61],"it":[62],"shown":[64],"that":[65],"can":[69],"be":[70],"represented":[71],"by":[72,78],"constant":[74],"signal":[75,86],"level":[76],"randomization":[80],"finite":[83],"number":[84],"levels":[87],"Criterion":[90,93],"1":[91],"and":[92,110],"2,":[94],"respectively.":[95],"addition,":[97],"cases":[99],"parameter":[102],"distributions":[103],"under":[104],"some":[105],"hypotheses":[107],"are":[108,116],"considered,":[109],"upper":[111],"bounds":[112],"on":[113],"risks":[115],"obtained.":[117],"Finally,":[118],"example":[121],"provided":[123],"order":[125],"investigate":[127],"theoretical":[129],"results.":[130]},"counts_by_year":[{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":5},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":3},{"year":2012,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
