{"id":"https://openalex.org/W1968838125","doi":"https://doi.org/10.1109/tsmc.1976.5408395","title":"Pattern Detection of Multivariate Hormonal Systems","display_name":"Pattern Detection of Multivariate Hormonal Systems","publication_year":1976,"publication_date":"1976-01-01","ids":{"openalex":"https://openalex.org/W1968838125","doi":"https://doi.org/10.1109/tsmc.1976.5408395","mag":"1968838125"},"language":"en","primary_location":{"id":"doi:10.1109/tsmc.1976.5408395","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsmc.1976.5408395","pdf_url":null,"source":{"id":"https://openalex.org/S76152103","display_name":"IEEE Transactions on Systems Man and Cybernetics","issn_l":"0018-9472","issn":["0018-9472","2168-2909"],"is_oa":false,"is_in_doaj":false,"is_core":false,"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 Systems, Man, and Cybernetics","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/A5051841038","display_name":"Andrew K. C. Wong","orcid":"https://orcid.org/0000-0002-0019-7152"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Andrew K. C. Wong","raw_affiliation_strings":["Carnegie Mellon University, Pittsburgh, PA, USA","Biotechnology Program, Carnegie-Mellon University, Pittsburgh, PA 15213"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I74973139"]},{"raw_affiliation_string":"Biotechnology Program, Carnegie-Mellon University, Pittsburgh, PA 15213","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063787112","display_name":"Anthony H. Vagnucci","orcid":null},"institutions":[{"id":"https://openalex.org/I170201317","display_name":"University of Pittsburgh","ror":"https://ror.org/01an3r305","country_code":"US","type":"education","lineage":["https://openalex.org/I170201317"]},{"id":"https://openalex.org/I4210138181","display_name":"UPMC Montefiore","ror":"https://ror.org/03bzbh797","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210098814","https://openalex.org/I4210134769","https://openalex.org/I4210138181"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Anthony H. Vagnucci","raw_affiliation_strings":["Department of Medicine, Montefiore Hospital, University of Pittsburgh, Pittsburgh, PA, USA","Department of Medicine, University of Pittsburgh, and the Montefiore Hospital, Pittsburgh, PA 15213"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Medicine, Montefiore Hospital, University of Pittsburgh, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I4210138181","https://openalex.org/I170201317"]},{"raw_affiliation_string":"Department of Medicine, University of Pittsburgh, and the Montefiore Hospital, Pittsburgh, PA 15213","institution_ids":["https://openalex.org/I4210138181"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031802426","display_name":"T. S. Liu","orcid":"https://orcid.org/0009-0008-8871-3190"},"institutions":[{"id":"https://openalex.org/I170201317","display_name":"University of Pittsburgh","ror":"https://ror.org/01an3r305","country_code":"US","type":"education","lineage":["https://openalex.org/I170201317"]},{"id":"https://openalex.org/I4210138181","display_name":"UPMC Montefiore","ror":"https://ror.org/03bzbh797","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210098814","https://openalex.org/I4210134769","https://openalex.org/I4210138181"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"T. S. Liu","raw_affiliation_strings":["Department of Medicine, Montefiore Hospital, University of Pittsburgh, Pittsburgh, PA, USA","Department of Medicine, University of Pittsburgh, and the Montefiore Hospital, Pittsburgh, PA 15213"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Medicine, Montefiore Hospital, University of Pittsburgh, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I4210138181","https://openalex.org/I170201317"]},{"raw_affiliation_string":"Department of Medicine, University of Pittsburgh, and the Montefiore Hospital, Pittsburgh, PA 15213","institution_ids":["https://openalex.org/I4210138181"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.4791,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.78065134,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"SMC-6","issue":"1","first_page":"33","last_page":"45"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.996999979019165,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.996999979019165,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9879999756813049,"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/T10320","display_name":"Neural Networks and Applications","score":0.9679999947547913,"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/bivariate-analysis","display_name":"Bivariate analysis","score":0.7368291020393372},{"id":"https://openalex.org/keywords/univariate","display_name":"Univariate","score":0.6844265460968018},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.6451687812805176},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.5064226388931274},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.48590508103370667},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.48533716797828674},{"id":"https://openalex.org/keywords/stochastic-process","display_name":"Stochastic process","score":0.47748348116874695},{"id":"https://openalex.org/keywords/multivariate-statistics","display_name":"Multivariate statistics","score":0.4596630334854126},{"id":"https://openalex.org/keywords/normalization","display_name":"Normalization (sociology)","score":0.4490339756011963},{"id":"https://openalex.org/keywords/gaussian","display_name":"Gaussian","score":0.4217737019062042},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.38143646717071533}],"concepts":[{"id":"https://openalex.org/C64341305","wikidata":"https://www.wikidata.org/wiki/Q4919225","display_name":"Bivariate analysis","level":2,"score":0.7368291020393372},{"id":"https://openalex.org/C199163554","wikidata":"https://www.wikidata.org/wiki/Q1681619","display_name":"Univariate","level":3,"score":0.6844265460968018},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.6451687812805176},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.5064226388931274},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.48590508103370667},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.48533716797828674},{"id":"https://openalex.org/C8272713","wikidata":"https://www.wikidata.org/wiki/Q176737","display_name":"Stochastic process","level":2,"score":0.47748348116874695},{"id":"https://openalex.org/C161584116","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate statistics","level":2,"score":0.4596630334854126},{"id":"https://openalex.org/C136886441","wikidata":"https://www.wikidata.org/wiki/Q926129","display_name":"Normalization (sociology)","level":2,"score":0.4490339756011963},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.4217737019062042},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.38143646717071533},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tsmc.1976.5408395","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsmc.1976.5408395","pdf_url":null,"source":{"id":"https://openalex.org/S76152103","display_name":"IEEE Transactions on Systems Man and Cybernetics","issn_l":"0018-9472","issn":["0018-9472","2168-2909"],"is_oa":false,"is_in_doaj":false,"is_core":false,"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 Systems, Man, and Cybernetics","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":22,"referenced_works":["https://openalex.org/W98406567","https://openalex.org/W426496245","https://openalex.org/W1970871271","https://openalex.org/W1977082887","https://openalex.org/W2002584403","https://openalex.org/W2007767993","https://openalex.org/W2012168019","https://openalex.org/W2030722709","https://openalex.org/W2036841892","https://openalex.org/W2038576877","https://openalex.org/W2048893662","https://openalex.org/W2066370616","https://openalex.org/W2102788189","https://openalex.org/W2121053863","https://openalex.org/W2163166770","https://openalex.org/W2236375407","https://openalex.org/W2407351086","https://openalex.org/W2498224277","https://openalex.org/W2947000318","https://openalex.org/W4245862134","https://openalex.org/W4251463526","https://openalex.org/W6614913525"],"related_works":["https://openalex.org/W2049578243","https://openalex.org/W1828158523","https://openalex.org/W2030498341","https://openalex.org/W2348840575","https://openalex.org/W3122841410","https://openalex.org/W2046205453","https://openalex.org/W2770017172","https://openalex.org/W89977309","https://openalex.org/W2122079181","https://openalex.org/W2000145235"],"abstract_inverted_index":{"A":[0,118,166],"method":[1,228],"of":[2,10,17,39,88,95,103,125,131,138,155,164,186,201,213,216,225,237],"data":[3],"analysis":[4,115,191],"which":[5,82,104],"aims":[6],"at":[7],"the":[8,11,18,45,49,57,67,74,79,86,93,99,123,126,147,152,156,159,162,172,202,211,223,226,230],"detection":[9],"significant":[12,32,58],"periodicities":[13],"as":[14,16,78,85,122,149,151,182,220,222],"well":[15,150,221],"irregular":[19],"high":[20],"frequency":[21,33],"oscillations":[22],"(perturbations)":[23],"in":[24,70],"biological":[25],"time":[26],"series":[27,81],"(TS)":[28],"is":[29,63,83,105,116,141,180,233],"proposed.":[30],"The":[31,61],"modes":[34],"are":[35,53,195,207],"detected":[36],"by":[37],"application":[38],"a":[40,89,107,132,136,187],"statistical":[41],"significance":[42],"criterion":[43],"on":[44],"periodogram":[46],"derived":[47],"from":[48,66],"given":[50],"TS;":[51],"they":[52],"used":[54],"to":[55,72,143,209,235],"construct":[56],"periodic":[59],"series.":[60],"latter":[62],"then":[64],"subtracted":[65],"original":[68],"TS":[69,76,157],"order":[71],"obtain":[73],"detrended":[75],"defined":[77,121],"perturbation":[80,154],"considered":[84],"outcome":[87,130],"stochastic":[90,100,133],"process.":[91],"Under":[92],"assumption":[94],"Gaussian":[96],"characteristics":[97],"for":[98,110,128,145,197],"process,":[101],"evidence":[102],"available,":[106],"probabilistic":[108],"basis":[109],"both":[111,146],"univariate":[112],"and":[113,192,199,240],"bivariate":[114],"provided.":[117],"``surprisal''":[119],"measure":[120],"reciprocal":[124],"probability":[127],"an":[129,183],"process":[134],"(or":[135,158],"pair":[137,163],"correlated":[139],"porcesses)":[140],"introduced":[142],"account":[144],"average":[148],"localized":[153],"correlation":[160],"between":[161],"TS).":[165],"dependence":[167,177],"tree":[168],"configuration":[169,203],"that":[170],"maximizes":[171],"overall":[173],"mutual":[174],"information":[175],"or":[176],"among":[178],"branches":[179],"proposed":[181,227],"optimal":[184],"representation":[185],"multivariate":[188],"system.":[189],"Lag-correlation":[190],"cospectrum":[193],"tests":[194],"adopted":[196],"validation":[198],"modification":[200],"generated.":[204],"Simulated":[205],"systems":[206],"employed":[208],"test":[210],"extent":[212],"linear":[214],"approximation":[215],"various":[217],"nonlinear":[218],"functions":[219],"sensitivity":[224],"when":[229],"simulated":[231],"system":[232],"subject":[234],"disturbances":[236],"varied":[238],"type":[239],"degree.":[241]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
