{"id":"https://openalex.org/W1986748985","doi":"https://doi.org/10.1109/isi.2013.6578855","title":"The lifecycle of Bayesian network models developed for Multi-Source Signature assessment of Nuclear Programs","display_name":"The lifecycle of Bayesian network models developed for Multi-Source Signature assessment of Nuclear Programs","publication_year":2013,"publication_date":"2013-06-01","ids":{"openalex":"https://openalex.org/W1986748985","doi":"https://doi.org/10.1109/isi.2013.6578855","mag":"1986748985"},"language":"en","primary_location":{"id":"doi:10.1109/isi.2013.6578855","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isi.2013.6578855","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE International Conference on Intelligence and Security Informatics","raw_type":"proceedings-article"},"type":"conference-paper","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/A5012546991","display_name":"Zoe Gastelum","orcid":"https://orcid.org/0009-0000-6116-340X"},"institutions":[{"id":"https://openalex.org/I142606810","display_name":"Pacific Northwest National Laboratory","ror":"https://ror.org/05h992307","country_code":"US","type":"facility","lineage":["https://openalex.org/I1325736334","https://openalex.org/I1330989302","https://openalex.org/I142606810","https://openalex.org/I39565521"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zoe N. Gastelum","raw_affiliation_strings":["Pacific Northwest National Laboratory, Richland, WA, USA","Pacific Northwest National Laboratories Richland WA USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Pacific Northwest National Laboratory, Richland, WA, USA","institution_ids":["https://openalex.org/I142606810"]},{"raw_affiliation_string":"Pacific Northwest National Laboratories Richland WA USA","institution_ids":["https://openalex.org/I142606810"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104360622","display_name":"Amanda M. White","orcid":null},"institutions":[{"id":"https://openalex.org/I142606810","display_name":"Pacific Northwest National Laboratory","ror":"https://ror.org/05h992307","country_code":"US","type":"facility","lineage":["https://openalex.org/I1325736334","https://openalex.org/I1330989302","https://openalex.org/I142606810","https://openalex.org/I39565521"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Amanda M. White","raw_affiliation_strings":["Pacific Northwest National Laboratory, Richland, WA, USA","Pacific Northwest National Laboratories Richland WA USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Pacific Northwest National Laboratory, Richland, WA, USA","institution_ids":["https://openalex.org/I142606810"]},{"raw_affiliation_string":"Pacific Northwest National Laboratories Richland WA USA","institution_ids":["https://openalex.org/I142606810"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073133012","display_name":"Paul Whitney","orcid":null},"institutions":[{"id":"https://openalex.org/I142606810","display_name":"Pacific Northwest National Laboratory","ror":"https://ror.org/05h992307","country_code":"US","type":"facility","lineage":["https://openalex.org/I1325736334","https://openalex.org/I1330989302","https://openalex.org/I142606810","https://openalex.org/I39565521"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Paul D. Whitney","raw_affiliation_strings":["Pacific Northwest National Laboratory, Richland, WA, USA","Pacific Northwest National Laboratories Richland WA USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Pacific Northwest National Laboratory, Richland, WA, USA","institution_ids":["https://openalex.org/I142606810"]},{"raw_affiliation_string":"Pacific Northwest National Laboratories Richland WA USA","institution_ids":["https://openalex.org/I142606810"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050326979","display_name":"Luke Gosink","orcid":null},"institutions":[{"id":"https://openalex.org/I142606810","display_name":"Pacific Northwest National Laboratory","ror":"https://ror.org/05h992307","country_code":"US","type":"facility","lineage":["https://openalex.org/I1325736334","https://openalex.org/I1330989302","https://openalex.org/I142606810","https://openalex.org/I39565521"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Luke J. Gosink","raw_affiliation_strings":["Pacific Northwest National Laboratory, Richland, WA, USA","Pacific Northwest National Laboratories Richland WA USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Pacific Northwest National Laboratory, Richland, WA, USA","institution_ids":["https://openalex.org/I142606810"]},{"raw_affiliation_string":"Pacific Northwest National Laboratories Richland WA USA","institution_ids":["https://openalex.org/I142606810"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023593070","display_name":"Landon H. Sego","orcid":null},"institutions":[{"id":"https://openalex.org/I142606810","display_name":"Pacific Northwest National Laboratory","ror":"https://ror.org/05h992307","country_code":"US","type":"facility","lineage":["https://openalex.org/I1325736334","https://openalex.org/I1330989302","https://openalex.org/I142606810","https://openalex.org/I39565521"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Landon H. Sego","raw_affiliation_strings":["Pacific Northwest National Laboratory, Richland, WA, USA","Pacific Northwest National Laboratories Richland WA USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Pacific Northwest National Laboratory, Richland, WA, USA","institution_ids":["https://openalex.org/I142606810"]},{"raw_affiliation_string":"Pacific Northwest National Laboratories Richland WA USA","institution_ids":["https://openalex.org/I142606810"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I142606810"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0767956,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"339","last_page":"345"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9933000206947327,"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"}},"topics":[{"id":"https://openalex.org/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9933000206947327,"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"}},{"id":"https://openalex.org/T11357","display_name":"Risk and Safety Analysis","score":0.9927999973297119,"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/T11719","display_name":"Data Quality and Management","score":0.9621000289916992,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/bayesian-network","display_name":"Bayesian network","score":0.6865754723548889},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6736310720443726},{"id":"https://openalex.org/keywords/signature","display_name":"Signature (topology)","score":0.5830872058868408},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.553598165512085},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4704172909259796},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.44015079736709595},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.31110137701034546},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.30203574895858765}],"concepts":[{"id":"https://openalex.org/C33724603","wikidata":"https://www.wikidata.org/wiki/Q812540","display_name":"Bayesian network","level":2,"score":0.6865754723548889},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6736310720443726},{"id":"https://openalex.org/C2779696439","wikidata":"https://www.wikidata.org/wiki/Q7512811","display_name":"Signature (topology)","level":2,"score":0.5830872058868408},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.553598165512085},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4704172909259796},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.44015079736709595},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.31110137701034546},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.30203574895858765},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isi.2013.6578855","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isi.2013.6578855","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE International Conference on Intelligence and Security Informatics","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1486331607","https://openalex.org/W1521127833","https://openalex.org/W1581559730","https://openalex.org/W1604213727","https://openalex.org/W1755360231","https://openalex.org/W1982725927","https://openalex.org/W1986068626","https://openalex.org/W2076983043","https://openalex.org/W2321124577","https://openalex.org/W3124968913","https://openalex.org/W4246401320","https://openalex.org/W4301049828","https://openalex.org/W6636384131"],"related_works":["https://openalex.org/W1671124163","https://openalex.org/W2168674042","https://openalex.org/W3030774134","https://openalex.org/W2104499293","https://openalex.org/W2535275505","https://openalex.org/W2082057679","https://openalex.org/W2102771100","https://openalex.org/W1742524526","https://openalex.org/W223898368","https://openalex.org/W2367459486"],"abstract_inverted_index":{"The":[0,49,68],"Multi-Source":[1],"Signatures":[2],"for":[3,89],"Nuclear":[4],"Programs":[5],"project,":[6],"part":[7],"of":[8,23,33,58,86,144],"Pacific":[9],"Northwest":[10],"National":[11],"Laboratory's":[12],"(PNNL's)":[13],"Signature":[14],"Discovery":[15],"Initiative,":[16],"seeks":[17],"to":[18,26,61,101,117,127],"computationally":[19],"capture":[20],"expert":[21],"assessment":[22],"multi-type":[24],"information":[25,59],"assess":[27,63],"nuclear":[28,66,106,131],"activities":[29],"through":[30],"a":[31,55,64,94,98],"series":[32],"Bayesian":[34,146],"network":[35,147],"(BN)":[36],"models.":[37],"Information":[38],"types":[39],"may":[40],"include":[41],"text,":[42],"sensor":[43],"output,":[44],"imagery,":[45],"or":[46],"audio/video":[47],"files.":[48],"BN":[50,87],"models":[51,69,88],"incorporate":[52],"knowledge":[53],"from":[54],"diverse":[56],"range":[57],"sources":[60],"help":[62],"country's":[65,99],"activities.":[67],"span":[70],"engineering":[71],"topic":[72],"areas,":[73],"country-level":[74],"indicators,":[75],"and":[76,84],"facility-specific":[77],"characteristics.":[78],"To":[79],"illustrate":[80],"the":[81,104,115,119,137,142,145],"development,":[82],"calibration,":[83],"use":[85],"multi-source":[90],"assessment,":[91],"we":[92],"present":[93],"model":[95,112,120,148],"that":[96],"predicts":[97],"likelihood":[100],"participate":[102],"in":[103],"international":[105],"nonproliferation":[107],"regime.":[108],"We":[109,134],"validate":[110],"this":[111],"by":[113,130],"examining":[114],"extent":[116],"which":[118],"helps":[121],"non-experts":[122],"arrive":[123],"at":[124],"conclusions":[125],"similar":[126],"those":[128],"provided":[129],"proliferation":[132],"experts.":[133],"also":[135],"describe":[136],"PNNL-developed":[138],"software":[139],"used":[140],"throughout":[141],"lifecycle":[143],"development.":[149]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
