{"id":"https://openalex.org/W3163635045","doi":"https://doi.org/10.2514/1.i010924","title":"Application of Dempster\u2013Shafer Networks to a Real-Time Unmanned Systems Risk Analysis Framework","display_name":"Application of Dempster\u2013Shafer Networks to a Real-Time Unmanned Systems Risk Analysis Framework","publication_year":2021,"publication_date":"2021-05-07","ids":{"openalex":"https://openalex.org/W3163635045","doi":"https://doi.org/10.2514/1.i010924","mag":"3163635045"},"language":"en","primary_location":{"id":"doi:10.2514/1.i010924","is_oa":false,"landing_page_url":"https://doi.org/10.2514/1.i010924","pdf_url":null,"source":{"id":"https://openalex.org/S4210240151","display_name":"Journal of Aerospace Information Systems","issn_l":"2327-3097","issn":["2327-3097"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315709","host_organization_name":"American Institute of Aeronautics and Astronautics","host_organization_lineage":["https://openalex.org/P4310315709"],"host_organization_lineage_names":["American Institute of Aeronautics and Astronautics"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Aerospace Information Systems","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/A5021583522","display_name":"Joel Dunham","orcid":"https://orcid.org/0000-0002-6374-7895"},"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":"Joel Dunham","raw_affiliation_strings":["Georgia Institute of Technology, Atlanta, Georgia 30332"],"raw_orcid":"https://orcid.org/0000-0002-6374-7895","affiliations":[{"raw_affiliation_string":"Georgia Institute of Technology, Atlanta, Georgia 30332","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103218805","display_name":"Eric N. Johnson","orcid":"https://orcid.org/0000-0001-5845-3641"},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Eric Johnson","raw_affiliation_strings":["Pennsylvania State University, University Park, Pennsylvania 16802"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Pennsylvania State University, University Park, Pennsylvania 16802","institution_ids":["https://openalex.org/I130769515"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041459160","display_name":"\u00c9ric F\u00e9ron","orcid":"https://orcid.org/0000-0001-7717-2159"},"institutions":[{"id":"https://openalex.org/I71920554","display_name":"King Abdullah University of Science and Technology","ror":"https://ror.org/01q3tbs38","country_code":"SA","type":"education","lineage":["https://openalex.org/I71920554"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Eric Feron","raw_affiliation_strings":["King Abdullah University of Science and Technology, Thuwal 23955-6900, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"King Abdullah University of Science and Technology, Thuwal 23955-6900, Saudi Arabia","institution_ids":["https://openalex.org/I71920554"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045253780","display_name":"Brian German","orcid":"https://orcid.org/0000-0003-4448-0029"},"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":"Brian German","raw_affiliation_strings":["Georgia Institute of Technology, Atlanta, Georgia 30332"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Georgia Institute of Technology, Atlanta, Georgia 30332","institution_ids":["https://openalex.org/I130701444"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2526,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.68802241,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"18","issue":"9","first_page":"616","last_page":"631"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9972000122070312,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9972000122070312,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11963","display_name":"Impact of Light on Environment and Health","score":0.9815999865531921,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.98089998960495,"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/dempster\u2013shafer-theory","display_name":"Dempster\u2013Shafer theory","score":0.6395984292030334},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5674203038215637},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37316951155662537},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.32962074875831604}],"concepts":[{"id":"https://openalex.org/C178011137","wikidata":"https://www.wikidata.org/wiki/Q285997","display_name":"Dempster\u2013Shafer theory","level":2,"score":0.6395984292030334},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5674203038215637},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37316951155662537},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.32962074875831604}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.2514/1.i010924","is_oa":false,"landing_page_url":"https://doi.org/10.2514/1.i010924","pdf_url":null,"source":{"id":"https://openalex.org/S4210240151","display_name":"Journal of Aerospace Information Systems","issn_l":"2327-3097","issn":["2327-3097"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315709","host_organization_name":"American Institute of Aeronautics and Astronautics","host_organization_lineage":["https://openalex.org/P4310315709"],"host_organization_lineage_names":["American Institute of Aeronautics and Astronautics"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Aerospace Information Systems","raw_type":"journal-article"},{"id":"pmh:oai:repository.kaust.edu.sa:10754/669140","is_oa":false,"landing_page_url":"http://hdl.handle.net/10754/669140","pdf_url":null,"source":{"id":"https://openalex.org/S4306401596","display_name":"King Abdullah University of Science and Technology Repository (King Abdullah University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I71920554","host_organization_name":"King Abdullah University of Science and Technology","host_organization_lineage":["https://openalex.org/I71920554"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1480605699","https://openalex.org/W1485846750","https://openalex.org/W1521610271","https://openalex.org/W2011316522","https://openalex.org/W2049337423","https://openalex.org/W2055992762","https://openalex.org/W2092639957","https://openalex.org/W2093389532","https://openalex.org/W2096930297","https://openalex.org/W2114463407","https://openalex.org/W2126976787","https://openalex.org/W2139753395","https://openalex.org/W2149659539","https://openalex.org/W2336983812","https://openalex.org/W2584483208","https://openalex.org/W2604481642","https://openalex.org/W2610467378","https://openalex.org/W2763879672","https://openalex.org/W2767619463","https://openalex.org/W2771364297","https://openalex.org/W2771954472","https://openalex.org/W2804698382","https://openalex.org/W2885885353","https://openalex.org/W2889913703","https://openalex.org/W2897741747","https://openalex.org/W3039451114","https://openalex.org/W3131847502","https://openalex.org/W4233346531","https://openalex.org/W4251027274","https://openalex.org/W4301347335"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W1494981048","https://openalex.org/W2953038261","https://openalex.org/W4294619279","https://openalex.org/W2375966783","https://openalex.org/W4385609800","https://openalex.org/W2067330150","https://openalex.org/W1979977179","https://openalex.org/W4231117045","https://openalex.org/W2468494178"],"abstract_inverted_index":{"Unmanned":[0],"aerial":[1],"systems":[2],"(UASs)":[3],"are":[4,21,149,161],"continuing":[5],"to":[6,29,119,142,153],"proliferate.":[7],"Quantitative":[8],"risk":[9,49],"assessment":[10],"for":[11,23],"UAS":[12,48,78,126,146],"operations,":[13],"both":[14],"a":[15,57,104,124,128,132,143],"priori":[16],"and":[17,26,33,37,51,135,157],"during":[18],"the":[19,31,45,73,76,83,94,113,116,154],"operation,":[20],"necessary":[22],"governing":[24],"authorities":[25],"insurance":[27,39],"companies":[28],"understand":[30],"risks":[32],"properly":[34],"approve":[35],"operations":[36],"assign":[38],"premiums,":[40],"respectively.":[41],"In":[42],"this":[43,98,138],"paper,":[44],"problem":[46],"of":[47,60,75,86,93,115],"analysis":[50],"decision":[52],"making":[53],"is":[54],"treated":[55],"through":[56],"novel":[58],"application":[59],"Dempster\u2013Shafer":[61],"(DS)":[62],"networks":[63],"using":[64],"auto-updating":[65],"transition":[66],"matrices.":[67],"This":[68],"method":[69],"was":[70,89],"motivated":[71],"by":[72],"results":[74],"2018":[77],"Safety":[79],"Symposium":[80],"held":[81],"at":[82],"Georgia":[84],"Institute":[85],"Technology,":[87],"which":[88],"conducted":[90],"as":[91],"part":[92],"research":[95,155,159],"detailed":[96],"in":[97,131],"paper.":[99],"The":[100],"paper":[101],"describes":[102],"training":[103],"DS":[105],"network":[106,118],"based":[107],"on":[108,123],"simulated":[109],"operation":[110],"data,":[111],"testing":[112],"capabilities":[114],"trained":[117],"make":[120],"real-time":[121],"decisions":[122],"small":[125],"against":[127],"baseline":[129],"system":[130,139],"representative":[133],"mission,":[134],"exploring":[136],"how":[137],"would":[140],"extend":[141],"more":[144],"inclusive":[145],"ecosystem.":[147],"Conclusions":[148],"drawn":[150],"with":[151],"respect":[152],"performed,":[156],"additional":[158],"directions":[160],"proposed.":[162]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
