{"id":"https://openalex.org/W4406928151","doi":"https://doi.org/10.1080/00401706.2025.2460633","title":"Partially Observable Online Nonparametric Monitoring of Spatiotemporally Correlated Data Streams","display_name":"Partially Observable Online Nonparametric Monitoring of Spatiotemporally Correlated Data Streams","publication_year":2025,"publication_date":"2025-01-29","ids":{"openalex":"https://openalex.org/W4406928151","doi":"https://doi.org/10.1080/00401706.2025.2460633"},"language":"en","primary_location":{"id":"doi:10.1080/00401706.2025.2460633","doi":"https://doi.org/10.1080/00401706.2025.2460633","is_oa":false,"landing_page_url":"https://doi.org/10.1080/00401706.2025.2460633","pdf_url":null,"source":{"id":"https://openalex.org/S985303","display_name":"Technometrics","issn_l":"0040-1706","issn":["0040-1706","1537-2723"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-a","anvur-class-a","anvur-scientific","cwts-core","dongbi-c","doyens","jufo-2","norway-2","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Technometrics","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"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/A5100401387","display_name":"Di Wang","orcid":"https://orcid.org/0000-0001-7030-6521","observed_orcids":["https://orcid.org/0000-0001-7030-6521"]},"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":"Di Wang","raw_affiliation_strings":["Department of Industrial Engineering and Management, School of Mechanical Engineering, Shanghai Jiao Tong University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering and Management, School of Mechanical Engineering, Shanghai Jiao Tong University","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100665239","display_name":"Andi Wang","orcid":"https://orcid.org/0000-0003-4925-1962","observed_orcids":["https://orcid.org/0000-0003-4925-1962"]},"institutions":[{"id":"https://openalex.org/I135310074","display_name":"University of Wisconsin\u2013Madison","ror":"https://ror.org/01y2jtd41","country_code":"US","type":"education","lineage":["https://openalex.org/I135310074"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Andi Wang","raw_affiliation_strings":["Department of Industrial and Systems Engineering, The University of Wisconsin-Madison"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Industrial and Systems Engineering, The University of Wisconsin-Madison","institution_ids":["https://openalex.org/I135310074"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030183256","display_name":"Xiaochen Xian","orcid":"https://orcid.org/0000-0001-7099-2488","observed_orcids":["https://orcid.org/0000-0001-7099-2488"]},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xiaochen Xian","raw_affiliation_strings":["H. Milton Stewart School of Industrial and Systems Engineering, Georgia Institute of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"H. Milton Stewart School of Industrial and Systems Engineering, Georgia Institute of Technology","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100373511","display_name":"Yongxiang Li","orcid":"https://orcid.org/0000-0003-0618-6857","observed_orcids":["https://orcid.org/0000-0003-0618-6857"]},"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":true,"raw_author_name":"Yongxiang Li","raw_affiliation_strings":["Department of Industrial Engineering and Management, School of Mechanical Engineering, Shanghai Jiao Tong University"],"raw_orcid":"https://orcid.org/0000-0003-0618-6857","affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering and Management, School of Mechanical Engineering, Shanghai Jiao Tong University","institution_ids":["https://openalex.org/I183067930"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100373511"],"corresponding_institution_ids":["https://openalex.org/I183067930"],"apc_list":null,"apc_paid":null,"fwci":0.4636,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.7070006,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"67","issue":"3","first_page":"464","last_page":"480"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11443","display_name":"Advanced Statistical Process Monitoring","score":0.9779999852180481,"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"}},"topics":[{"id":"https://openalex.org/T11443","display_name":"Advanced Statistical Process Monitoring","score":0.9779999852180481,"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"}},{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.012400000356137753,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.002300000051036477,"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/spatiotemporal-correlation","display_name":"spatio-temporal correlation","score":0.8560000061988831},{"id":"https://openalex.org/keywords/iot-sensor-networks","display_name":"IoT sensor networks","score":0.9440000057220459},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"dimensionality reduction","score":0.8949999809265137},{"id":"https://openalex.org/keywords/data-augmentation","display_name":"data augmentation","score":0.8659999966621399},{"id":"https://openalex.org/keywords/sampling-decisions","display_name":"sampling decisions","score":0.5789999961853027},{"id":"https://openalex.org/keywords/solar-flare-detection","display_name":"solar flare detection","score":1.0}],"concepts":[{"id":"https://openalex.org/C32848918","wikidata":"https://www.wikidata.org/wiki/Q845789","display_name":"Observable","level":2,"score":0.7921946048736572},{"id":"https://openalex.org/C102366305","wikidata":"https://www.wikidata.org/wiki/Q1097688","display_name":"Nonparametric statistics","level":2,"score":0.7718485593795776},{"id":"https://openalex.org/C42090638","wikidata":"https://www.wikidata.org/wiki/Q4048907","display_name":"STREAMS","level":2,"score":0.6217755079269409},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.44549986720085144},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3895544707775116},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.38570791482925415},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.3361278176307678},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2546260356903076},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.11530756950378418},{"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/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/00401706.2025.2460633","doi":"https://doi.org/10.1080/00401706.2025.2460633","is_oa":false,"landing_page_url":"https://doi.org/10.1080/00401706.2025.2460633","pdf_url":null,"source":{"id":"https://openalex.org/S985303","display_name":"Technometrics","issn_l":"0040-1706","issn":["0040-1706","1537-2723"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-a","anvur-class-a","anvur-scientific","cwts-core","dongbi-c","doyens","jufo-2","norway-2","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Technometrics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G2291725055","display_name":null,"funder_award_id":"72101147","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2957229125","display_name":null,"funder_award_id":"72471142","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5048116313","display_name":null,"funder_award_id":"72471145","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7589322015","display_name":"\u57fa\u4e8e\u591a\u5143\u65f6\u7a7a\u52a8\u6001\u6d41\u6570\u636e\u7684\u5236\u9020\u7cfb\u7edf\u72b6\u6001\u5efa\u6a21\u4e0e\u8fc7\u7a0b\u76d1\u63a7\u7814\u7a76","funder_award_id":"72101148","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W170782846","https://openalex.org/W1771480913","https://openalex.org/W1990115979","https://openalex.org/W1999178988","https://openalex.org/W1999971199","https://openalex.org/W2025168569","https://openalex.org/W2045067839","https://openalex.org/W2120379493","https://openalex.org/W2133704983","https://openalex.org/W2170301564","https://openalex.org/W2413206801","https://openalex.org/W2531372673","https://openalex.org/W2561829440","https://openalex.org/W2607420770","https://openalex.org/W2607774703","https://openalex.org/W2612004568","https://openalex.org/W2789506177","https://openalex.org/W2790454619","https://openalex.org/W2888189596","https://openalex.org/W2898699838","https://openalex.org/W2912341810","https://openalex.org/W2914601930","https://openalex.org/W2947891268","https://openalex.org/W2963331664","https://openalex.org/W2981845870","https://openalex.org/W2989891887","https://openalex.org/W2990611428","https://openalex.org/W2990970871","https://openalex.org/W2996513190","https://openalex.org/W3008300502","https://openalex.org/W3010127731","https://openalex.org/W3089200789","https://openalex.org/W3194752195","https://openalex.org/W3216845403","https://openalex.org/W4281701188","https://openalex.org/W4295693667","https://openalex.org/W4297017196","https://openalex.org/W4308166185","https://openalex.org/W4311515703","https://openalex.org/W4319788741"],"related_works":["https://openalex.org/W4308166185","https://openalex.org/W4281701188","https://openalex.org/W3008300502","https://openalex.org/W4415738544","https://openalex.org/W3194752195","https://openalex.org/W4408099980","https://openalex.org/W6902146907","https://openalex.org/W3008946857","https://openalex.org/W4399187361","https://openalex.org/W4247148598"],"abstract_inverted_index":{"Internet":[0],"of":[1,32,38,65,128,166,199],"Things":[2],"sensor":[3,25,33,46],"networks":[4,47],"collect":[5],"real-time":[6,144],"data,":[7],"characterized":[8,160],"by":[9,124,161],"spatial":[10],"and":[11,21,35,59,85,119,141,171,181,192],"temporal":[12],"correlations,":[13],"for":[14,79,115,143],"process":[15],"monitoring,":[16,145],"significantly":[17],"altering":[18],"daily":[19],"life":[20],"enabling":[22],"automation.":[23],"Considering":[24],"resource":[26],"constraints":[27],"due":[28],"to":[29,150],"limited":[30],"budget":[31],"operation":[34],"the":[36,107,167,200],"complexity":[37],"capturing":[39],"spatiotemporal":[40,139,153],"correlation":[41],"structure":[42],"among":[43],"data":[44,53,66,88,97,110,187],"streams,":[45,102],"face":[48],"challenges":[49],"in":[50,189],"monitoring":[51,80,188],"such":[52,81],"streams":[54],"via":[55],"a":[56,76],"parametric":[57,138,162],"model":[58],"distribution,":[60],"particularly":[61],"when":[62],"only":[63],"subsets":[64],"are":[67,104,122],"available":[68],"at":[69],"each":[70],"acquisition":[71],"time.":[72],"This":[73,132],"paper":[74],"develops":[75],"nonparametric":[77],"scheme":[78],"complex":[82,152],"spatiotemporally":[83],"correlated":[84],"partially":[86],"observed":[87],"streams.":[89,131],"It":[90],"employs":[91],"decorrelated":[92,168],"rank-based":[93,169],"statistics":[94,127,170],"combined":[95],"with":[96],"augmentation":[98],"over":[99],"multiple":[100],"subdata":[101,130],"which":[103],"derived":[105],"from":[106],"original":[108],"high-dimensional":[109],"using":[111],"ensemble":[112],"random":[113],"projections":[114],"dimensionality":[116],"reduction.":[117],"Monitoring":[118],"sampling":[120,172],"decisions":[121],"informed":[123],"aggregated":[125],"local":[126],"all":[129],"method":[133,202],"is":[134,174],"distribution-free":[135],"that":[136,156],"eschews":[137],"models":[140],"distributions":[142],"enhancing":[146],"its":[147],"practical":[148],"applicability":[149],"various":[151,204],"engineering":[154],"cases":[155],"cannot":[157],"be":[158],"accurately":[159],"models.":[163],"The":[164],"efficacy":[165],"strategy":[173],"substantiated":[175],"through":[176],"theoretical":[177],"analysis.":[178],"Numerical":[179],"experiments":[180],"case":[182],"studies":[183],"focusing":[184],"on":[185],"thermal":[186],"grain":[190],"storage":[191],"solar":[193],"flare":[194],"detection":[195],"affirm":[196],"robust":[197],"performance":[198],"proposed":[201],"across":[203],"scenarios.":[205]},"counts_by_year":[{"year":2026,"cited_by_count":2}],"updated_date":"2026-10-30T12:39:25.321706","created_date":"2025-01-30T00:00:00"}
