{"id":"https://openalex.org/W2007616993","doi":"https://doi.org/10.1109/icassp.2010.5495862","title":"Exponentially embedded families for multimodal sensor processing","display_name":"Exponentially embedded families for multimodal sensor processing","publication_year":2010,"publication_date":"2010-01-01","ids":{"openalex":"https://openalex.org/W2007616993","doi":"https://doi.org/10.1109/icassp.2010.5495862","mag":"2007616993"},"language":"en","primary_location":{"id":"doi:10.1109/icassp.2010.5495862","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2010.5495862","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 IEEE International Conference on Acoustics, Speech and Signal Processing","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://digitalcommons.uri.edu/ele_facpubs/1303","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5019494783","display_name":"Steven Kay","orcid":"https://orcid.org/0000-0002-9267-8040"},"institutions":[{"id":"https://openalex.org/I17626003","display_name":"University of Rhode Island","ror":"https://ror.org/013ckk937","country_code":"US","type":"education","lineage":["https://openalex.org/I17626003"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Steven Kay","raw_affiliation_strings":["Department of Electrical, Computer and Biomedical Engineering, University of Rhode Island, Kingston, RI, USA","Department of Electrical, Computer, and Biomedical Engineering, University of Rhode Island, Kelley Hall, 4 East Alumni Avenue, Kingston, RI 02881, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical, Computer and Biomedical Engineering, University of Rhode Island, Kingston, RI, USA","institution_ids":["https://openalex.org/I17626003"]},{"raw_affiliation_string":"Department of Electrical, Computer, and Biomedical Engineering, University of Rhode Island, Kelley Hall, 4 East Alumni Avenue, Kingston, RI 02881, USA","institution_ids":["https://openalex.org/I17626003"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101752029","display_name":"Quan Ding","orcid":"https://orcid.org/0000-0001-9549-4792"},"institutions":[{"id":"https://openalex.org/I17626003","display_name":"University of Rhode Island","ror":"https://ror.org/013ckk937","country_code":"US","type":"education","lineage":["https://openalex.org/I17626003"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Quan Ding","raw_affiliation_strings":["Department of Electrical, Computer and Biomedical Engineering, University of Rhode Island, Kingston, RI, USA","Department of Electrical, Computer, and Biomedical Engineering, University of Rhode Island, Kelley Hall, 4 East Alumni Avenue, Kingston, RI 02881, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical, Computer and Biomedical Engineering, University of Rhode Island, Kingston, RI, USA","institution_ids":["https://openalex.org/I17626003"]},{"raw_affiliation_string":"Department of Electrical, Computer, and Biomedical Engineering, University of Rhode Island, Kelley Hall, 4 East Alumni Avenue, Kingston, RI 02881, USA","institution_ids":["https://openalex.org/I17626003"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5019494783"],"corresponding_institution_ids":["https://openalex.org/I17626003"],"apc_list":null,"apc_paid":null,"fwci":3.0139,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.91194133,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12879","display_name":"Distributed Sensor Networks and Detection Algorithms","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T12879","display_name":"Distributed Sensor Networks and Detection Algorithms","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10711","display_name":"Target Tracking and Data Fusion in Sensor Networks","score":0.9991000294685364,"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":0.9945999979972839,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/exponential-family","display_name":"Exponential family","score":0.8379155993461609},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.749765932559967},{"id":"https://openalex.org/keywords/exponential-growth","display_name":"Exponential growth","score":0.7252400517463684},{"id":"https://openalex.org/keywords/divergence","display_name":"Divergence (linguistics)","score":0.7197049856185913},{"id":"https://openalex.org/keywords/probability-density-function","display_name":"Probability density function","score":0.702538251876831},{"id":"https://openalex.org/keywords/exponential-function","display_name":"Exponential function","score":0.64041668176651},{"id":"https://openalex.org/keywords/kullback\u2013leibler-divergence","display_name":"Kullback\u2013Leibler divergence","score":0.6024510860443115},{"id":"https://openalex.org/keywords/exponential-distribution","display_name":"Exponential distribution","score":0.5873847603797913},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.47494009137153625},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4623625874519348},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.451084703207016},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4255641996860504},{"id":"https://openalex.org/keywords/probability-distribution","display_name":"Probability distribution","score":0.4146266281604767},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.32951200008392334},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3230517506599426},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.30451107025146484},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.2109939157962799},{"id":"https://openalex.org/keywords/mathematical-analysis","display_name":"Mathematical analysis","score":0.15398111939430237}],"concepts":[{"id":"https://openalex.org/C55974624","wikidata":"https://www.wikidata.org/wiki/Q1188504","display_name":"Exponential family","level":2,"score":0.8379155993461609},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.749765932559967},{"id":"https://openalex.org/C75235859","wikidata":"https://www.wikidata.org/wiki/Q582659","display_name":"Exponential growth","level":2,"score":0.7252400517463684},{"id":"https://openalex.org/C207390915","wikidata":"https://www.wikidata.org/wiki/Q1230525","display_name":"Divergence (linguistics)","level":2,"score":0.7197049856185913},{"id":"https://openalex.org/C197055811","wikidata":"https://www.wikidata.org/wiki/Q207522","display_name":"Probability density function","level":2,"score":0.702538251876831},{"id":"https://openalex.org/C151376022","wikidata":"https://www.wikidata.org/wiki/Q168698","display_name":"Exponential function","level":2,"score":0.64041668176651},{"id":"https://openalex.org/C171752962","wikidata":"https://www.wikidata.org/wiki/Q255166","display_name":"Kullback\u2013Leibler divergence","level":2,"score":0.6024510860443115},{"id":"https://openalex.org/C55350006","wikidata":"https://www.wikidata.org/wiki/Q237193","display_name":"Exponential distribution","level":2,"score":0.5873847603797913},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.47494009137153625},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4623625874519348},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.451084703207016},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4255641996860504},{"id":"https://openalex.org/C149441793","wikidata":"https://www.wikidata.org/wiki/Q200726","display_name":"Probability distribution","level":2,"score":0.4146266281604767},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.32951200008392334},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3230517506599426},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.30451107025146484},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.2109939157962799},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.15398111939430237},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icassp.2010.5495862","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2010.5495862","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 IEEE International Conference on Acoustics, Speech and Signal Processing","raw_type":"proceedings-article"},{"id":"pmh:oai:digitalcommons.uri.edu:ele_facpubs-2302","is_oa":true,"landing_page_url":"https://digitalcommons.uri.edu/ele_facpubs/1303","pdf_url":null,"source":{"id":"https://openalex.org/S2764761010","display_name":"Journal of Media Literacy Education","issn_l":"2167-8715","issn":["2167-8715"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310316378","host_organization_name":"National Association for Media Literacy Education","host_organization_lineage":["https://openalex.org/P4310316378"],"host_organization_lineage_names":["National Association for Media Literacy Education"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Electrical, Computer, and Biomedical Engineering Faculty Publications","raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:digitalcommons.uri.edu:ele_facpubs-2302","is_oa":true,"landing_page_url":"https://digitalcommons.uri.edu/ele_facpubs/1303","pdf_url":null,"source":{"id":"https://openalex.org/S2764761010","display_name":"Journal of Media Literacy Education","issn_l":"2167-8715","issn":["2167-8715"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310316378","host_organization_name":"National Association for Media Literacy Education","host_organization_lineage":["https://openalex.org/P4310316378"],"host_organization_lineage_names":["National Association for Media Literacy Education"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Electrical, Computer, and Biomedical Engineering Faculty Publications","raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1752175949","https://openalex.org/W1965310155","https://openalex.org/W1967573895","https://openalex.org/W2003022438","https://openalex.org/W2004215803","https://openalex.org/W2045638068","https://openalex.org/W2064039105","https://openalex.org/W2069248537","https://openalex.org/W2099111195","https://openalex.org/W2104478296","https://openalex.org/W2118476648","https://openalex.org/W2123838014","https://openalex.org/W2124555964","https://openalex.org/W2142811628","https://openalex.org/W2156755023","https://openalex.org/W2167344069","https://openalex.org/W2266946488","https://openalex.org/W2478708596","https://openalex.org/W3127711384","https://openalex.org/W4300014544"],"related_works":["https://openalex.org/W2507193120","https://openalex.org/W2903098718","https://openalex.org/W2766105656","https://openalex.org/W4220876393","https://openalex.org/W2141426340","https://openalex.org/W2024897996","https://openalex.org/W4226134799","https://openalex.org/W2786410703","https://openalex.org/W2734666369","https://openalex.org/W4300847613"],"abstract_inverted_index":{"The":[0],"exponential":[1,33,47],"embedding":[2,24,29],"of":[3,31,45,87],"two":[4],"or":[5],"more":[6],"probability":[7],"density":[8],"functions":[9],"(PDFs)":[10],"is":[11,30,50,56,61],"proposed":[12],"for":[13,85],"multimodal":[14],"sensor":[15,92],"processing.":[16],"It":[17,49],"approximates":[18],"the":[19,25,46,53,58,62,65,91],"unknown":[20,66],"PDF":[21,55,67],"by":[22,36],"exponentially":[23],"known":[26],"PDFs.":[27],"Such":[28],"a":[32],"family":[34],"indexed":[35],"some":[37],"parameters,":[38],"and":[39],"hence":[40],"inherits":[41],"many":[42],"nice":[43],"properties":[44],"family.":[48],"shown":[51],"that":[52,60],"approximated":[54],"asymptotically":[57],"one":[59],"closest":[63],"to":[64,73,82],"in":[68],"Kullback-Leibler":[69],"(KL)":[70],"divergence.":[71],"Applied":[72],"hypothesis":[74],"testing,":[75],"this":[76],"approach":[77],"shows":[78],"improved":[79],"performance":[80],"compared":[81],"existing":[83],"methods":[84],"cases":[86],"practical":[88],"importance":[89],"where":[90],"outputs":[93],"are":[94],"not":[95],"independent.":[96]},"counts_by_year":[{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":3},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":2}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
