{"id":"https://openalex.org/W2178785136","doi":"https://doi.org/10.1109/iccais.2015.7338668","title":"A Dirac Delta mixture-based Random Finite Set filter","display_name":"A Dirac Delta mixture-based Random Finite Set filter","publication_year":2015,"publication_date":"2015-10-01","ids":{"openalex":"https://openalex.org/W2178785136","doi":"https://doi.org/10.1109/iccais.2015.7338668","mag":"2178785136"},"language":"en","primary_location":{"id":"doi:10.1109/iccais.2015.7338668","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccais.2015.7338668","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 International Conference on Control, Automation and Information Sciences (ICCAIS)","raw_type":"proceedings-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/A5057594308","display_name":"Javier Correa","orcid":"https://orcid.org/0000-0002-3693-8143"},"institutions":[{"id":"https://openalex.org/I69737025","display_name":"University of Chile","ror":"https://ror.org/047gc3g35","country_code":"CL","type":"education","lineage":["https://openalex.org/I69737025"]}],"countries":["CL"],"is_corresponding":false,"raw_author_name":"Javier Correa","raw_affiliation_strings":["Advanced Mining Technology Center, Universidad de Chile"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Advanced Mining Technology Center, Universidad de Chile","institution_ids":["https://openalex.org/I69737025"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030210127","display_name":"Martin Adams","orcid":"https://orcid.org/0000-0002-1085-0506"},"institutions":[{"id":"https://openalex.org/I69737025","display_name":"University of Chile","ror":"https://ror.org/047gc3g35","country_code":"CL","type":"education","lineage":["https://openalex.org/I69737025"]}],"countries":["CL"],"is_corresponding":false,"raw_author_name":"Martin Adams","raw_affiliation_strings":["Department of Electrical Engineering, Advanced Mining Technology Center Universidad de Chile"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Advanced Mining Technology Center Universidad de Chile","institution_ids":["https://openalex.org/I69737025"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101809187","display_name":"Carlos A. Perez","orcid":"https://orcid.org/0000-0002-5484-4159"},"institutions":[{"id":"https://openalex.org/I69737025","display_name":"University of Chile","ror":"https://ror.org/047gc3g35","country_code":"CL","type":"education","lineage":["https://openalex.org/I69737025"]}],"countries":["CL"],"is_corresponding":false,"raw_author_name":"Claudio Perez","raw_affiliation_strings":["Department of Electrical Engineering, Advanced Mining Technology Center Universidad de Chile"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Advanced Mining Technology Center Universidad de Chile","institution_ids":["https://openalex.org/I69737025"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I69737025"],"apc_list":null,"apc_paid":null,"fwci":2.6707,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.91842722,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"231","last_page":"238"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10711","display_name":"Target Tracking and Data Fusion in Sensor Networks","score":0.9998000264167786,"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/T10711","display_name":"Target Tracking and Data Fusion in Sensor Networks","score":0.9998000264167786,"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/T12261","display_name":"Statistical Mechanics and Entropy","score":0.9538999795913696,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12814","display_name":"Gaussian Processes and Bayesian Inference","score":0.9412999749183655,"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/filter","display_name":"Filter (signal processing)","score":0.6779305934906006},{"id":"https://openalex.org/keywords/cardinality","display_name":"Cardinality (data modeling)","score":0.6573894023895264},{"id":"https://openalex.org/keywords/bernoulli-distribution","display_name":"Bernoulli distribution","score":0.628206729888916},{"id":"https://openalex.org/keywords/probability-density-function","display_name":"Probability density function","score":0.5910959243774414},{"id":"https://openalex.org/keywords/conjugate-prior","display_name":"Conjugate prior","score":0.5481078028678894},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.5229957103729248},{"id":"https://openalex.org/keywords/dirac-delta-function","display_name":"Dirac delta function","score":0.48886698484420776},{"id":"https://openalex.org/keywords/dirac","display_name":"Dirac (video compression format)","score":0.4566021263599396},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4560030698776245},{"id":"https://openalex.org/keywords/finite-set","display_name":"Finite set","score":0.445807546377182},{"id":"https://openalex.org/keywords/random-variable","display_name":"Random variable","score":0.4129522442817688},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.38300400972366333},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.32450562715530396},{"id":"https://openalex.org/keywords/prior-probability","display_name":"Prior probability","score":0.249557226896286},{"id":"https://openalex.org/keywords/mathematical-analysis","display_name":"Mathematical analysis","score":0.1728295087814331},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.16401779651641846},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.14967963099479675},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.1127023994922638},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.0907767117023468},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.07932794094085693}],"concepts":[{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.6779305934906006},{"id":"https://openalex.org/C87117476","wikidata":"https://www.wikidata.org/wiki/Q362383","display_name":"Cardinality (data modeling)","level":2,"score":0.6573894023895264},{"id":"https://openalex.org/C27956954","wikidata":"https://www.wikidata.org/wiki/Q391371","display_name":"Bernoulli distribution","level":3,"score":0.628206729888916},{"id":"https://openalex.org/C197055811","wikidata":"https://www.wikidata.org/wiki/Q207522","display_name":"Probability density function","level":2,"score":0.5910959243774414},{"id":"https://openalex.org/C26004113","wikidata":"https://www.wikidata.org/wiki/Q3711784","display_name":"Conjugate prior","level":4,"score":0.5481078028678894},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.5229957103729248},{"id":"https://openalex.org/C54486999","wikidata":"https://www.wikidata.org/wiki/Q209675","display_name":"Dirac delta function","level":2,"score":0.48886698484420776},{"id":"https://openalex.org/C61039578","wikidata":"https://www.wikidata.org/wiki/Q604279","display_name":"Dirac (video compression format)","level":3,"score":0.4566021263599396},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4560030698776245},{"id":"https://openalex.org/C162392398","wikidata":"https://www.wikidata.org/wiki/Q272404","display_name":"Finite set","level":2,"score":0.445807546377182},{"id":"https://openalex.org/C122123141","wikidata":"https://www.wikidata.org/wiki/Q176623","display_name":"Random variable","level":2,"score":0.4129522442817688},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.38300400972366333},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.32450562715530396},{"id":"https://openalex.org/C177769412","wikidata":"https://www.wikidata.org/wiki/Q278090","display_name":"Prior probability","level":3,"score":0.249557226896286},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.1728295087814331},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.16401779651641846},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.14967963099479675},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.1127023994922638},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0907767117023468},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.07932794094085693},{"id":"https://openalex.org/C185544564","wikidata":"https://www.wikidata.org/wiki/Q81197","display_name":"Nuclear physics","level":1,"score":0.0},{"id":"https://openalex.org/C186453547","wikidata":"https://www.wikidata.org/wiki/Q2126","display_name":"Neutrino","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iccais.2015.7338668","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccais.2015.7338668","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 International Conference on Control, Automation and Information Sciences (ICCAIS)","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":21,"referenced_works":["https://openalex.org/W34992941","https://openalex.org/W1494737631","https://openalex.org/W1557595030","https://openalex.org/W1909771825","https://openalex.org/W1982788967","https://openalex.org/W2011087880","https://openalex.org/W2014787937","https://openalex.org/W2023516725","https://openalex.org/W2105905583","https://openalex.org/W2106873007","https://openalex.org/W2110012495","https://openalex.org/W2110354007","https://openalex.org/W2126885789","https://openalex.org/W2134981642","https://openalex.org/W2137585588","https://openalex.org/W2154353836","https://openalex.org/W2294153305","https://openalex.org/W6601393910","https://openalex.org/W6629539276","https://openalex.org/W6633511732","https://openalex.org/W6676216986"],"related_works":["https://openalex.org/W2901423989","https://openalex.org/W2132038253","https://openalex.org/W2941284322","https://openalex.org/W1982997203","https://openalex.org/W2883856176","https://openalex.org/W2947386998","https://openalex.org/W3013317289","https://openalex.org/W2515644193","https://openalex.org/W3175778664","https://openalex.org/W2513336754"],"abstract_inverted_index":{"A":[0,41],"Random":[1],"Finite":[2],"Set":[3],"(RFS)":[4],"based":[5],"multi-target":[6,38],"filter":[7,69,76],"using":[8],"a":[9,32],"mixture":[10,56],"of":[11,53],"multi-object":[12],"Dirac":[13],"Delta":[14],"and":[15,70],"Poisson":[16],"RFSs":[17],"is":[18,23,44],"proposed.":[19],"The":[20],"resulting":[21],"distribution":[22],"closed":[24],"under":[25],"the":[26,36,49,54,61,65,71],"Chapman-Kolmogorov":[27],"equation":[28],"while":[29],"also":[30],"being":[31],"conjugate":[33],"prior":[34],"to":[35],"\u201cnatural\u201d":[37],"likelihood":[39],"function.":[40],"filtering":[42],"algorithm":[43],"presented":[45],"which":[46],"efficiently":[47],"extracts":[48],"highest":[50],"weight":[51],"components":[52],"complete":[55],"distribution.":[57],"Results":[58],"show":[59],"that":[60],"proposed":[62],"method":[63],"outperforms":[64],"Probability":[66],"Hypothesis":[67],"Density":[68],"Cardinality":[72],"Balanced":[73],"multi-":[74],"Bernoulli":[75],"RFS-based":[77],"methods":[78],"in":[79],"simulated":[80],"environments.":[81]},"counts_by_year":[{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":3}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
