{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,20]],"date-time":"2026-03-20T21:09:17Z","timestamp":1774040957995,"version":"3.50.1"},"reference-count":45,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"funder":[{"DOI":"10.13039\/100000181","name":"Air Force Office of Scientific Research","doi-asserted-by":"publisher","award":["FA9500-18-1-0463"],"award-info":[{"award-number":["FA9500-18-1-0463"]}],"id":[{"id":"10.13039\/100000181","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000006","name":"U.S. Office of Naval Research","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100000006","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100009917","name":"U.S. Naval Research Laboratory","doi-asserted-by":"publisher","award":["N00014-18-1-1238"],"award-info":[{"award-number":["N00014-18-1-1238"]}],"id":[{"id":"10.13039\/100009917","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100009917","name":"U.S. Naval Research Laboratory","doi-asserted-by":"publisher","award":["N00014-21-1-2187"],"award-info":[{"award-number":["N00014-21-1-2187"]}],"id":[{"id":"10.13039\/100009917","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100009917","name":"U.S. Naval Research Laboratory","doi-asserted-by":"publisher","award":["N00173-16-1-G905"],"award-info":[{"award-number":["N00173-16-1-G905"]}],"id":[{"id":"10.13039\/100009917","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2021]]},"DOI":"10.1109\/access.2021.3114364","type":"journal-article","created":{"date-parts":[[2021,9,22]],"date-time":"2021-09-22T20:03:29Z","timestamp":1632341009000},"page":"134384-134401","source":"Crossref","is-referenced-by-count":8,"title":["Application of Hidden Markov Models to Analyze, Group and Visualize Spatio-Temporal COVID-19 Data"],"prefix":"10.1109","volume":"9","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-6409-7716","authenticated-orcid":false,"given":"Shanglin","family":"Zhou","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3762-4373","authenticated-orcid":false,"given":"Paolo","family":"Braca","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5307-0980","authenticated-orcid":false,"given":"Stefano","family":"Marano","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8443-5586","authenticated-orcid":false,"given":"Peter","family":"Willett","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2242-0028","authenticated-orcid":false,"given":"Leonardo M.","family":"Millefiori","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7401-1659","authenticated-orcid":false,"given":"Domenico","family":"Gaglione","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0565-181X","authenticated-orcid":false,"given":"Krishna R.","family":"Pattipati","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1007\/BF02458837"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1007\/978-94-010-0612-5"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1159\/000152448"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.84.8.2363"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1006\/jmbi.1994.1104"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/12.2.95"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.2174\/138920209789177575"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/S0959-440X(96)80056-X"},{"key":"ref9","volume-title":"Basic Methods in Molecular Biology","author":"Davis","year":"2012"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1002\/(SICI)1097-0258(19991230)18:24<3463::AID-SIM409>3.0.CO;2-I"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1186\/1472-6947-9-39"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1007\/s12561-013-9087-8"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1093\/biostatistics\/5.2.223"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1198\/016214502388618870"},{"key":"ref15","article-title":"Covid-19 spread: Reproduction of data and prediction using a SIR model on Euclidean network","volume-title":"arXiv:2003.07063","author":"Biswas","year":"2020"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.18562\/IJEE.053"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.epidem.2019.02.004"},{"key":"ref18","article-title":"Prediction of COVID-19 disease progression in India: Under the effect of national lockdown","volume-title":"arXiv:2004.03147","author":"Das","year":"2020"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.3019922"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.3390\/jcm9020462"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/S0140-6736(20)30260-9"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.21037\/jtd.2020.02.64"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-021-86827-6"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1126\/science.aba9757"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-020-76630-0"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/LSP.2021.3068072"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.101.2001252"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1201\/b17399-166"},{"key":"ref29","article-title":"Using hidden Markov models for fault diagnostics and prognosis in condition based maintenance systems","author":"Bjerkeseth","year":"2010"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/5.18626"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/j.compchemeng.2004.01.009"},{"key":"ref32","volume-title":"Linear Nonlinear Models: Fixed Effects, Random Effects, and Mixed Models","author":"Grafarend","year":"2006"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1080\/01621459.1993.10476339"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/87.974338"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1080\/01621459.1974.10482962"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1016\/S1473-3099(20)30120-1"},{"key":"ref37","volume-title":"How to Calculate COVID-19 Stats for Your Area","author":"Medicine","year":"2021"},{"key":"ref38","volume-title":"Machine Learning: A Probabilistic Perspective","author":"Murphy","year":"2012"},{"key":"ref39","volume-title":"The Fourier Transform and its Applications","volume":"31999","author":"Bracewell","year":"1986"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1002\/9781119387596"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1142\/9789812797605_0002"},{"key":"ref42","first-page":"143","article-title":"Variable duration models for speech","volume-title":"Proc. Symp. Appl. Hidden Markov Models Text Speech","author":"Ferguson"},{"issue":"1","key":"ref43","first-page":"1","article-title":"An inequality and associated maximization technique in statistical estimation for probabilistic functions of Markov processes","volume":"3","author":"Baum","year":"1972","journal-title":"Inequalities"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1111\/j.2517-6161.1977.tb01600.x"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/PROC.1973.9030"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/9312710\/09543670.pdf?arnumber=9543670","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,1,24]],"date-time":"2024-01-24T01:12:38Z","timestamp":1706058758000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9543670\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021]]},"references-count":45,"URL":"https:\/\/doi.org\/10.1109\/access.2021.3114364","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021]]}}}