{"id":"https://openalex.org/W1868435050","doi":"https://doi.org/10.1007/978-3-540-72608-1_8","title":"Towards Real Time Epidemiology: Data Assimilation, Modeling and Anomaly Detection of Health Surveillance Data Streams","display_name":"Towards Real Time Epidemiology: Data Assimilation, Modeling and Anomaly Detection of Health Surveillance Data Streams","publication_year":2007,"publication_date":"2007-01-01","ids":{"openalex":"https://openalex.org/W1868435050","doi":"https://doi.org/10.1007/978-3-540-72608-1_8","mag":"1868435050"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-540-72608-1_8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-72608-1_8","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.osti.gov/servlets/purl/1237261","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5021812568","display_name":"Lu\u00eds M. A. Bettencourt","orcid":"https://orcid.org/0000-0001-6176-5160"},"institutions":[{"id":"https://openalex.org/I1343871089","display_name":"Los Alamos National Laboratory","ror":"https://ror.org/01e41cf67","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I1343871089","https://openalex.org/I198811213","https://openalex.org/I4210120050"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Lu\u00eds M. A. Bettencourt","raw_affiliation_strings":["Theoretical Division and Center for Non-Linear Studies, Los Alamos National Laboratory, MS B284, Los Alamos NM 87545, USA","Theoretical Division and Center for Non-Linear Studies, Los Alamos National Laboratory, Los Alamos, NM#TAB#"],"affiliations":[{"raw_affiliation_string":"Theoretical Division and Center for Non-Linear Studies, Los Alamos National Laboratory, MS B284, Los Alamos NM 87545, USA","institution_ids":["https://openalex.org/I1343871089"]},{"raw_affiliation_string":"Theoretical Division and Center for Non-Linear Studies, Los Alamos National Laboratory, Los Alamos, NM#TAB#","institution_ids":["https://openalex.org/I1343871089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033826368","display_name":"Ruy M. Ribeiro","orcid":"https://orcid.org/0000-0002-3988-8241"},"institutions":[{"id":"https://openalex.org/I1343871089","display_name":"Los Alamos National Laboratory","ror":"https://ror.org/01e41cf67","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I1343871089","https://openalex.org/I198811213","https://openalex.org/I4210120050"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ruy M. Ribeiro","raw_affiliation_strings":["Theoretical Division and Center for Non-Linear Studies, Los Alamos National Laboratory, MS B284, Los Alamos NM 87545, USA","Theoretical Division and Center for Non-Linear Studies, Los Alamos National Laboratory, Los Alamos, NM#TAB#"],"affiliations":[{"raw_affiliation_string":"Theoretical Division and Center for Non-Linear Studies, Los Alamos National Laboratory, MS B284, Los Alamos NM 87545, USA","institution_ids":["https://openalex.org/I1343871089"]},{"raw_affiliation_string":"Theoretical Division and Center for Non-Linear Studies, Los Alamos National Laboratory, Los Alamos, NM#TAB#","institution_ids":["https://openalex.org/I1343871089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058020677","display_name":"Gerardo Chowell","orcid":"https://orcid.org/0000-0003-2194-2251"},"institutions":[{"id":"https://openalex.org/I1343871089","display_name":"Los Alamos National Laboratory","ror":"https://ror.org/01e41cf67","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I1343871089","https://openalex.org/I198811213","https://openalex.org/I4210120050"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gerardo Chowell","raw_affiliation_strings":["Theoretical Division and Center for Non-Linear Studies, Los Alamos National Laboratory, MS B284, Los Alamos NM 87545, USA","Theoretical Division and Center for Non-Linear Studies, Los Alamos National Laboratory, Los Alamos, NM#TAB#"],"affiliations":[{"raw_affiliation_string":"Theoretical Division and Center for Non-Linear Studies, Los Alamos National Laboratory, MS B284, Los Alamos NM 87545, USA","institution_ids":["https://openalex.org/I1343871089"]},{"raw_affiliation_string":"Theoretical Division and Center for Non-Linear Studies, Los Alamos National Laboratory, Los Alamos, NM#TAB#","institution_ids":["https://openalex.org/I1343871089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048006308","display_name":"Timothy Lant","orcid":"https://orcid.org/0000-0002-6784-2152"},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Timothy Lant","raw_affiliation_strings":["Decision Theater, Arizona State University, PO Box 878409, Tempe AZ, 85287-8409, USA","Decision Theater, Arizona State University, Tempe, AZ#TAB#"],"affiliations":[{"raw_affiliation_string":"Decision Theater, Arizona State University, PO Box 878409, Tempe AZ, 85287-8409, USA","institution_ids":["https://openalex.org/I55732556"]},{"raw_affiliation_string":"Decision Theater, Arizona State University, Tempe, AZ#TAB#","institution_ids":["https://openalex.org/I55732556"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068525348","display_name":"Carlos Castillo\u2010Ch\u00e1vez","orcid":"https://orcid.org/0000-0002-1046-3901"},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Carlos Castillo-Chavez","raw_affiliation_strings":["Department of Mathematics and Statistics, Arizona State University, PO Box 871804, Tempe AZ, 85287-1804, USA","Department of Mathematics and Statistics, Arizona State University, Tempe, AZ"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Statistics, Arizona State University, PO Box 871804, Tempe AZ, 85287-1804, USA","institution_ids":["https://openalex.org/I55732556"]},{"raw_affiliation_string":"Department of Mathematics and Statistics, Arizona State University, Tempe, AZ","institution_ids":["https://openalex.org/I55732556"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5021812568"],"corresponding_institution_ids":["https://openalex.org/I1343871089"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":11.4745,"has_fulltext":true,"cited_by_count":46,"citation_normalized_percentile":{"value":0.99038462,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"79","last_page":"90"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10410","display_name":"COVID-19 epidemiological studies","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/2611","display_name":"Modeling and Simulation"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10410","display_name":"COVID-19 epidemiological studies","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/2611","display_name":"Modeling and Simulation"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10439","display_name":"Climate change impacts on agriculture","score":0.9757000207901001,"subfield":{"id":"https://openalex.org/subfields/1105","display_name":"Ecology, Evolution, Behavior and Systematics"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10167","display_name":"Influenza Virus Research Studies","score":0.9751999974250793,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7640447020530701},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.726283073425293},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6316686272621155},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.6122863292694092},{"id":"https://openalex.org/keywords/data-assimilation","display_name":"Data assimilation","score":0.5628427863121033},{"id":"https://openalex.org/keywords/bayes-theorem","display_name":"Bayes' theorem","score":0.5241128206253052},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.4712783694267273},{"id":"https://openalex.org/keywords/data-stream-mining","display_name":"Data stream mining","score":0.45276182889938354},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.4512466788291931},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.4242198169231415},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.4145532548427582},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.37319159507751465},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.34391844272613525},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3188626170158386},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.09806150197982788}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7640447020530701},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.726283073425293},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6316686272621155},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.6122863292694092},{"id":"https://openalex.org/C24552861","wikidata":"https://www.wikidata.org/wiki/Q2670177","display_name":"Data assimilation","level":2,"score":0.5628427863121033},{"id":"https://openalex.org/C207201462","wikidata":"https://www.wikidata.org/wiki/Q182505","display_name":"Bayes' theorem","level":3,"score":0.5241128206253052},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.4712783694267273},{"id":"https://openalex.org/C89198739","wikidata":"https://www.wikidata.org/wiki/Q3079880","display_name":"Data stream mining","level":2,"score":0.45276182889938354},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.4512466788291931},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.4242198169231415},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.4145532548427582},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.37319159507751465},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.34391844272613525},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3188626170158386},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.09806150197982788},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","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/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/978-3-540-72608-1_8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-72608-1_8","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:osti.gov:1237261","is_oa":true,"landing_page_url":"https://www.osti.gov/biblio/1237261","pdf_url":"https://www.osti.gov/servlets/purl/1237261","source":{"id":"https://openalex.org/S4306402487","display_name":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I139351228","host_organization_name":"Office of Scientific and Technical Information","host_organization_lineage":["https://openalex.org/I139351228"],"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":null},{"id":"pmh:oai:pubmedcentral.nih.gov:7122958","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7122958","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Intelligence and Security Informatics: Biosurveillance","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:osti.gov:1237261","is_oa":true,"landing_page_url":"https://www.osti.gov/biblio/1237261","pdf_url":"https://www.osti.gov/servlets/purl/1237261","source":{"id":"https://openalex.org/S4306402487","display_name":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I139351228","host_organization_name":"Office of Scientific and Technical Information","host_organization_lineage":["https://openalex.org/I139351228"],"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":null},"sustainable_development_goals":[{"score":0.6700000166893005,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"awards":[{"id":"https://openalex.org/G1059191547","display_name":null,"funder_award_id":"RR18754","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G1872210597","display_name":null,"funder_award_id":"DE-AC52-06NA2539","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G2031045238","display_name":null,"funder_award_id":"DE-AC52-06NA253","funder_id":"https://openalex.org/F4320338304","funder_display_name":"Los Alamos National Laboratory"},{"id":"https://openalex.org/G2613504715","display_name":null,"funder_award_id":"DE-AC52-06NA25396","funder_id":"https://openalex.org/F4320332369","funder_display_name":"National Nuclear Security Administration"},{"id":"https://openalex.org/G359075050","display_name":null,"funder_award_id":"DE-AC52-06NA25396","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G3700687868","display_name":null,"funder_award_id":"AC52-06NA25396","funder_id":"https://openalex.org/F4320338304","funder_display_name":"Los Alamos National Laboratory"},{"id":"https://openalex.org/G4593950399","display_name":"EMSW21-MCTP:   Mentorship Through Research:    A Model for an Emerging Urban American University","funder_award_id":"0502349","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G5083158263","display_name":null,"funder_award_id":"DE-AC52-06NA25396","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G5657628048","display_name":null,"funder_award_id":"AC52-06NA25396","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G5713387433","display_name":null,"funder_award_id":"DE-AC52-06NA25396","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G6345853531","display_name":null,"funder_award_id":"unknown","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G6932788750","display_name":null,"funder_award_id":"DE-AC52-06NA25396","funder_id":"https://openalex.org/F4320337547","funder_display_name":"Laboratory Directed Research and Development"},{"id":"https://openalex.org/G75892134","display_name":null,"funder_award_id":"DE-AC52-06NA25396","funder_id":"https://openalex.org/F4320338304","funder_display_name":"Los Alamos National Laboratory"},{"id":"https://openalex.org/G848032724","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G8527529014","display_name":null,"funder_award_id":"DE-AC52-06NA2539","funder_id":"https://openalex.org/F4320338304","funder_display_name":"Los Alamos National Laboratory"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320306084","display_name":"U.S. Department of Energy","ror":"https://ror.org/01bj3aw27"},{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320332369","display_name":"National Nuclear Security Administration","ror":"https://ror.org/03sk1we31"},{"id":"https://openalex.org/F4320337375","display_name":"National Center for Research Resources","ror":"https://ror.org/04pw6fb54"},{"id":"https://openalex.org/F4320337547","display_name":"Laboratory Directed Research and Development","ror":"https://ror.org/01e41cf67"},{"id":"https://openalex.org/F4320338304","display_name":"Los Alamos National Laboratory","ror":"https://ror.org/01e41cf67"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1868435050.pdf"},"referenced_works_count":29,"referenced_works":["https://openalex.org/W116939097","https://openalex.org/W169275914","https://openalex.org/W228144990","https://openalex.org/W1604979160","https://openalex.org/W1921190225","https://openalex.org/W1967940959","https://openalex.org/W2002944058","https://openalex.org/W2039696702","https://openalex.org/W2045265218","https://openalex.org/W2075306434","https://openalex.org/W2086627840","https://openalex.org/W2096145431","https://openalex.org/W2102187991","https://openalex.org/W2104595316","https://openalex.org/W2112680994","https://openalex.org/W2114890800","https://openalex.org/W2122396923","https://openalex.org/W2124665658","https://openalex.org/W2147166346","https://openalex.org/W2149857302","https://openalex.org/W2159937322","https://openalex.org/W2161728228","https://openalex.org/W2163966557","https://openalex.org/W2168280018","https://openalex.org/W2411555998","https://openalex.org/W2444039415","https://openalex.org/W2494397142","https://openalex.org/W4249481540","https://openalex.org/W4388299012"],"related_works":["https://openalex.org/W3123856595","https://openalex.org/W1595351371","https://openalex.org/W2950753689","https://openalex.org/W2548275785","https://openalex.org/W4205787031","https://openalex.org/W2245166612","https://openalex.org/W2161389399","https://openalex.org/W2157647011","https://openalex.org/W3039881005","https://openalex.org/W2237203044"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":5},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":6},{"year":2012,"cited_by_count":1}],"updated_date":"2026-03-25T23:56:10.502304","created_date":"2025-10-10T00:00:00"}