{"id":"https://openalex.org/W4412722149","doi":"https://doi.org/10.1109/tsp.2025.3593659","title":"A Graph Signal Processing Perspective of Network Multiple Hypothesis Testing With False Discovery Rate Control","display_name":"A Graph Signal Processing Perspective of Network Multiple Hypothesis Testing With False Discovery Rate Control","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4412722149","doi":"https://doi.org/10.1109/tsp.2025.3593659"},"language":"en","primary_location":{"id":"doi:10.1109/tsp.2025.3593659","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsp.2025.3593659","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/A5002605096","display_name":"Xingchao Jian","orcid":"https://orcid.org/0000-0003-4463-4198"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Xingchao Jian","raw_affiliation_strings":["School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore"],"raw_orcid":"https://orcid.org/0000-0003-4463-4198","affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091063363","display_name":"Martin G\u00f6lz","orcid":"https://orcid.org/0000-0001-9390-7549"},"institutions":[{"id":"https://openalex.org/I31512782","display_name":"Technische Universit\u00e4t Darmstadt","ror":"https://ror.org/05n911h24","country_code":"DE","type":"education","lineage":["https://openalex.org/I31512782"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Martin G\u00f6lz","raw_affiliation_strings":["Signal Processing Group, TU Darmstadt, Darmstadt, Germany"],"raw_orcid":"https://orcid.org/0000-0001-9390-7549","affiliations":[{"raw_affiliation_string":"Signal Processing Group, TU Darmstadt, Darmstadt, Germany","institution_ids":["https://openalex.org/I31512782"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028258863","display_name":"Feng Ji","orcid":"https://orcid.org/0000-0003-3442-1471"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Feng Ji","raw_affiliation_strings":["School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore"],"raw_orcid":"https://orcid.org/0000-0003-3442-1471","affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046850399","display_name":"Wee Peng Tay","orcid":"https://orcid.org/0000-0002-1543-195X"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Wee Peng Tay","raw_affiliation_strings":["School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore"],"raw_orcid":"https://orcid.org/0000-0002-1543-195X","affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001328562","display_name":"Abdelhak M. Zoubir","orcid":"https://orcid.org/0000-0002-4409-7743"},"institutions":[{"id":"https://openalex.org/I31512782","display_name":"Technische Universit\u00e4t Darmstadt","ror":"https://ror.org/05n911h24","country_code":"DE","type":"education","lineage":["https://openalex.org/I31512782"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Abdelhak M. Zoubir","raw_affiliation_strings":["Signal Processing Group, TU Darmstadt, Darmstadt, Germany"],"raw_orcid":"https://orcid.org/0000-0002-4409-7743","affiliations":[{"raw_affiliation_string":"Signal Processing Group, TU Darmstadt, Darmstadt, Germany","institution_ids":["https://openalex.org/I31512782"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.7779,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.73138603,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"73","issue":null,"first_page":"3496","last_page":"3512"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9448999762535095,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9448999762535095,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9039000272750854,"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/false-discovery-rate","display_name":"False discovery rate","score":0.8185873031616211},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.579164981842041},{"id":"https://openalex.org/keywords/multiple-comparisons-problem","display_name":"Multiple comparisons problem","score":0.5749760866165161},{"id":"https://openalex.org/keywords/signal-processing","display_name":"Signal processing","score":0.5197362899780273},{"id":"https://openalex.org/keywords/graph-theory","display_name":"Graph theory","score":0.46788448095321655},{"id":"https://openalex.org/keywords/statistical-hypothesis-testing","display_name":"Statistical hypothesis testing","score":0.4368932545185089},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.42599859833717346},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.36221233010292053},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.352108895778656},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34390056133270264},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.31353920698165894},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.2696259915828705},{"id":"https://openalex.org/keywords/digital-signal-processing","display_name":"Digital signal processing","score":0.12174546718597412}],"concepts":[{"id":"https://openalex.org/C193244246","wikidata":"https://www.wikidata.org/wiki/Q5432696","display_name":"False discovery rate","level":3,"score":0.8185873031616211},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.579164981842041},{"id":"https://openalex.org/C183905921","wikidata":"https://www.wikidata.org/wiki/Q1038757","display_name":"Multiple comparisons problem","level":2,"score":0.5749760866165161},{"id":"https://openalex.org/C104267543","wikidata":"https://www.wikidata.org/wiki/Q208163","display_name":"Signal processing","level":3,"score":0.5197362899780273},{"id":"https://openalex.org/C88230418","wikidata":"https://www.wikidata.org/wiki/Q131476","display_name":"Graph theory","level":2,"score":0.46788448095321655},{"id":"https://openalex.org/C87007009","wikidata":"https://www.wikidata.org/wiki/Q210832","display_name":"Statistical hypothesis testing","level":2,"score":0.4368932545185089},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.42599859833717346},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.36221233010292053},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.352108895778656},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34390056133270264},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.31353920698165894},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.2696259915828705},{"id":"https://openalex.org/C84462506","wikidata":"https://www.wikidata.org/wiki/Q173142","display_name":"Digital signal processing","level":2,"score":0.12174546718597412},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","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/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tsp.2025.3593659","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsp.2025.3593659","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:tubiblio.ulb.tu-darmstadt.de:156149","is_oa":false,"landing_page_url":"http://tubiblio.ulb.tu-darmstadt.de/view/person/Jian=3AXingchao=3A=3A.html>","pdf_url":null,"source":{"id":"https://openalex.org/S4377196390","display_name":"TUbilio (Technical University of Darmstadt)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I31512782","host_organization_name":"Technische Universit\u00e4t Darmstadt","host_organization_lineage":["https://openalex.org/I31512782"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"Artikel"},{"id":"pmh:oai:dr.ntu.edu.sg:10356/218327","is_oa":false,"landing_page_url":"https://hdl.handle.net/10356/218327","pdf_url":null,"source":{"id":"https://openalex.org/S4306402609","display_name":"DR-NTU (Nanyang Technological University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I172675005","host_organization_name":"Nanyang Technological University","host_organization_lineage":["https://openalex.org/I172675005"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Journal Article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W1510659740","https://openalex.org/W1511751337","https://openalex.org/W1698699930","https://openalex.org/W1844989601","https://openalex.org/W2073997076","https://openalex.org/W2074089196","https://openalex.org/W2101491865","https://openalex.org/W2104976021","https://openalex.org/W2105381419","https://openalex.org/W2110065044","https://openalex.org/W2122194418","https://openalex.org/W2125905177","https://openalex.org/W2140954822","https://openalex.org/W2195972617","https://openalex.org/W2404087539","https://openalex.org/W2781888589","https://openalex.org/W2793980368","https://openalex.org/W2939711182","https://openalex.org/W2962981429","https://openalex.org/W2963482381","https://openalex.org/W2963642566","https://openalex.org/W2969273637","https://openalex.org/W2991366507","https://openalex.org/W3003775208","https://openalex.org/W3008420190","https://openalex.org/W3035497236","https://openalex.org/W3141744159","https://openalex.org/W3141869446","https://openalex.org/W3197153452","https://openalex.org/W3199986655","https://openalex.org/W4212888567","https://openalex.org/W4224140138","https://openalex.org/W4224918931","https://openalex.org/W4243718192","https://openalex.org/W4308495838","https://openalex.org/W4323342301","https://openalex.org/W4360798648","https://openalex.org/W4372342079","https://openalex.org/W4379795960","https://openalex.org/W4382371074","https://openalex.org/W4386453653","https://openalex.org/W4390692039","https://openalex.org/W4396528790","https://openalex.org/W4399551174","https://openalex.org/W4404609188","https://openalex.org/W4408352621","https://openalex.org/W4412722149"],"related_works":["https://openalex.org/W154531455","https://openalex.org/W2088387197","https://openalex.org/W1976797354","https://openalex.org/W3174861742","https://openalex.org/W1995992573","https://openalex.org/W3008469829","https://openalex.org/W2278145554","https://openalex.org/W3000705684","https://openalex.org/W2058846847","https://openalex.org/W1975978539"],"abstract_inverted_index":{"The":[0,44],"detection":[1],"of":[2,52,88,92,117,129],"interesting":[3],"or":[4],"anomalous":[5],"signal":[6,37,54,113],"behavior":[7],"using":[8,108],"sensor":[9,24,34],"networks":[10],"plays":[11],"a":[12,27,33,36,65,109],"key":[13],"role":[14],"in":[15,58],"many":[16],"applications.":[17],"In":[18],"this":[19,82],"work,":[20],"we":[21,84],"model":[22],"the":[23,49,53,59,89,93,99,103,118,127],"network":[25],"as":[26,96,98],"graph,":[28],"with":[29,41],"each":[30,42,56],"vertex":[31],"representing":[32],"and":[35],"over":[38],"time":[39],"associated":[40],"vertex.":[43],"objective":[45],"is":[46,122],"to":[47,73,133],"identify":[48],"true":[50],"state":[51],"at":[55],"point":[57],"joint":[60],"spatio-temporal":[61],"domain.":[62],"We":[63],"propose":[64],"step-up":[66],"empirical":[67],"Bayes":[68],"multiple":[69],"hypothesis":[70,95],"testing":[71],"approach":[72,131],"make":[74],"decisions":[75],"based":[76],"on":[77],"local":[78],"summary":[79],"statistics.":[80],"To":[81],"end,":[83],"establish":[85],"consistent":[86],"estimates":[87],"prior":[90],"probability":[91,100],"null":[94],"well":[97],"models":[101],"under":[102],"alternative,":[104],"which":[105],"are":[106],"obtained":[107],"bandlimited":[110],"generalized":[111],"graph":[112],"model.":[114],"Asymptotic":[115],"control":[116],"false":[119],"discovery":[120],"rate":[121],"proven.":[123],"Numerical":[124],"experiments":[125],"validate":[126],"effectiveness":[128],"our":[130],"compared":[132],"existing":[134],"methods.":[135]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}