{"id":"https://openalex.org/W2018548787","doi":"https://doi.org/10.1109/icif.2007.4408218","title":"Multi agent systems for flexible and robust Bayesian information fusion","display_name":"Multi agent systems for flexible and robust Bayesian information fusion","publication_year":2007,"publication_date":"2007-07-01","ids":{"openalex":"https://openalex.org/W2018548787","doi":"https://doi.org/10.1109/icif.2007.4408218","mag":"2018548787"},"language":"en","primary_location":{"id":"doi:10.1109/icif.2007.4408218","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icif.2007.4408218","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2007 10th International Conference on Information Fusion","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/A5071116062","display_name":"Gregor Pavlin","orcid":"https://orcid.org/0000-0002-5465-008X"},"institutions":[{"id":"https://openalex.org/I2800808753","display_name":"Thales (Netherlands)","ror":"https://ror.org/032tp7158","country_code":"NL","type":"company","lineage":["https://openalex.org/I2800808753","https://openalex.org/I4210140930"]},{"id":"https://openalex.org/I887064364","display_name":"University of Amsterdam","ror":"https://ror.org/04dkp9463","country_code":"NL","type":"education","lineage":["https://openalex.org/I887064364"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"Gregor Pavlin","raw_affiliation_strings":["Decis Laboratory, Thales Research and Technology, Delft, Netherlands","Intelligent Autonomous Systems Laboratory, University of Amsterdam, Amsterdam, Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Decis Laboratory, Thales Research and Technology, Delft, Netherlands","institution_ids":["https://openalex.org/I2800808753"]},{"raw_affiliation_string":"Intelligent Autonomous Systems Laboratory, University of Amsterdam, Amsterdam, Netherlands","institution_ids":["https://openalex.org/I887064364"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5071116062"],"corresponding_institution_ids":["https://openalex.org/I2800808753","https://openalex.org/I887064364"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9988999962806702,"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":0.9988999962806702,"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/T10906","display_name":"AI-based Problem Solving and Planning","score":0.9649999737739563,"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/T11010","display_name":"Logic, Reasoning, and Knowledge","score":0.9538999795913696,"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/flexibility","display_name":"Flexibility (engineering)","score":0.7194550037384033},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7100439071655273},{"id":"https://openalex.org/keywords/sensor-fusion","display_name":"Sensor fusion","score":0.5656270384788513},{"id":"https://openalex.org/keywords/information-fusion","display_name":"Information fusion","score":0.5385111570358276},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.5334515571594238},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.49295783042907715},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.48430314660072327},{"id":"https://openalex.org/keywords/bayesian-inference","display_name":"Bayesian inference","score":0.46719929575920105},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.4243735671043396},{"id":"https://openalex.org/keywords/multi-agent-system","display_name":"Multi-agent system","score":0.42153042554855347},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.40764081478118896},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.32873207330703735}],"concepts":[{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.7194550037384033},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7100439071655273},{"id":"https://openalex.org/C33954974","wikidata":"https://www.wikidata.org/wiki/Q486494","display_name":"Sensor fusion","level":2,"score":0.5656270384788513},{"id":"https://openalex.org/C2982962833","wikidata":"https://www.wikidata.org/wiki/Q17092450","display_name":"Information fusion","level":2,"score":0.5385111570358276},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.5334515571594238},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.49295783042907715},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.48430314660072327},{"id":"https://openalex.org/C160234255","wikidata":"https://www.wikidata.org/wiki/Q812535","display_name":"Bayesian inference","level":3,"score":0.46719929575920105},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.4243735671043396},{"id":"https://openalex.org/C41550386","wikidata":"https://www.wikidata.org/wiki/Q529909","display_name":"Multi-agent system","level":2,"score":0.42153042554855347},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40764081478118896},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.32873207330703735},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"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/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icif.2007.4408218","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icif.2007.4408218","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2007 10th International Conference on Information Fusion","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1479971791","https://openalex.org/W1574135259","https://openalex.org/W1586617399","https://openalex.org/W1755360231","https://openalex.org/W2043642599","https://openalex.org/W2087525785","https://openalex.org/W2128672031","https://openalex.org/W2159080219","https://openalex.org/W2163884543","https://openalex.org/W4254833237","https://openalex.org/W4299515571","https://openalex.org/W4299670631","https://openalex.org/W6628544555"],"related_works":["https://openalex.org/W2132659060","https://openalex.org/W2031992971","https://openalex.org/W3214791684","https://openalex.org/W2353265673","https://openalex.org/W2152662039","https://openalex.org/W3088112989","https://openalex.org/W2392793229","https://openalex.org/W2355579697","https://openalex.org/W2103761320","https://openalex.org/W4360871138"],"abstract_inverted_index":{"This":[0,47],"panel":[1],"position":[2],"paper":[3],"discusses":[4],"advantages":[5],"and":[6,20,34,42,63,81],"challenges":[7],"of":[8,40,53,88],"multi":[9,89],"agent":[10,90],"fusion":[11,21,45,59,83,91],"systems":[12,92],"(MAS)":[13],"with":[14,31,50],"respect":[15],"to":[16,57],"the":[17,26,51,72],"modeling":[18,33],"flexibility":[19],"reliability.":[22],"We":[23,106],"argue":[24],"that":[25],"MAS":[27,55,73],"paradigm":[28,74],"in":[29,67],"combination":[30],"rigorous":[32],"inference":[35],"methods":[36],"can":[37,97],"facilitate":[38],"design":[39],"theoretically":[41,99],"technically":[43,103],"sound":[44],"systems.":[46],"is":[48],"illustrated":[49],"help":[52],"a":[54],"approach":[56],"Bayesian":[58],"which":[60,111],"supports":[61],"robust":[62],"efficient":[64],"situation":[65],"assessment":[66],"crisis":[68],"management":[69],"settings.":[70],"However,":[71],"might":[75],"be":[76,98],"ill-suited":[77],"for":[78,93],"certain":[79],"domains":[80],"information":[82],"theories.":[84],"In":[85],"addition,":[86],"implementation":[87],"real":[94],"world":[95],"applications":[96],"as":[100,102],"well":[101],"very":[104],"challenging.":[105],"identify":[107],"several":[108],"research":[109],"topics":[110],"address":[112],"these":[113],"challenges.":[114]},"counts_by_year":[{"year":2012,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
