{"id":"https://openalex.org/W2889665893","doi":"https://doi.org/10.23919/icif.2018.8455504","title":"Learning the Parameters of Spatially-Referring Natural Language Likelihoods in Binary Models","display_name":"Learning the Parameters of Spatially-Referring Natural Language Likelihoods in Binary Models","publication_year":2018,"publication_date":"2018-07-01","ids":{"openalex":"https://openalex.org/W2889665893","doi":"https://doi.org/10.23919/icif.2018.8455504","mag":"2889665893"},"language":"en","primary_location":{"id":"doi:10.23919/icif.2018.8455504","is_oa":false,"landing_page_url":"https://doi.org/10.23919/icif.2018.8455504","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 21st International Conference on Information Fusion (FUSION)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://figshare.com/articles/conference_contribution/Learning_the_Parameters_of_Spatially-Referring_Natural_Language_Likelihoods_in_Binary_Models/27588099","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5028610249","display_name":"Sanjeev Arulampalam","orcid":"https://orcid.org/0000-0003-3557-3258"},"institutions":[{"id":"https://openalex.org/I1303474014","display_name":"Defence Science and Technology Group","ror":"https://ror.org/05ddrvt52","country_code":"AU","type":"government","lineage":["https://openalex.org/I1303474014","https://openalex.org/I2801453606","https://openalex.org/I3139952251"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Sanjeev Arulampalam","raw_affiliation_strings":["Maritime Division, Defence Science and Technology Group, Edinburgh, SA, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Maritime Division, Defence Science and Technology Group, Edinburgh, SA, Australia","institution_ids":["https://openalex.org/I1303474014"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038829303","display_name":"Branko Risti\u0107","orcid":"https://orcid.org/0000-0001-8561-4412"},"institutions":[{"id":"https://openalex.org/I82951845","display_name":"RMIT University","ror":"https://ror.org/04ttjf776","country_code":"AU","type":"education","lineage":["https://openalex.org/I82951845"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Branko Ristic","raw_affiliation_strings":["School of Engineering, RMIT University, Melbourne, VIC, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering, RMIT University, Melbourne, VIC, Australia","institution_ids":["https://openalex.org/I82951845"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024204801","display_name":"Jonathan Legg","orcid":null},"institutions":[{"id":"https://openalex.org/I1303474014","display_name":"Defence Science and Technology Group","ror":"https://ror.org/05ddrvt52","country_code":"AU","type":"government","lineage":["https://openalex.org/I1303474014","https://openalex.org/I2801453606","https://openalex.org/I3139952251"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Jonathan Legg","raw_affiliation_strings":["National Security & ISR Division, Defence Science and Technology Group, Edinburgh, SA, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Security & ISR Division, Defence Science and Technology Group, Edinburgh, SA, Australia","institution_ids":["https://openalex.org/I1303474014"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.09448068,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1011","last_page":"1017"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12031","display_name":"Speech and dialogue systems","score":0.995199978351593,"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/T12031","display_name":"Speech and dialogue systems","score":0.995199978351593,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.9853000044822693,"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/T10028","display_name":"Topic Modeling","score":0.9706000089645386,"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/computer-science","display_name":"Computer science","score":0.7281266450881958},{"id":"https://openalex.org/keywords/binary-number","display_name":"Binary number","score":0.640231728553772},{"id":"https://openalex.org/keywords/natural-language","display_name":"Natural language","score":0.5727916359901428},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.555819034576416},{"id":"https://openalex.org/keywords/natural","display_name":"Natural (archaeology)","score":0.5239750742912292},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5236020684242249},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15992453694343567},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.06804320216178894},{"id":"https://openalex.org/keywords/arithmetic","display_name":"Arithmetic","score":0.06648615002632141}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7281266450881958},{"id":"https://openalex.org/C48372109","wikidata":"https://www.wikidata.org/wiki/Q3913","display_name":"Binary number","level":2,"score":0.640231728553772},{"id":"https://openalex.org/C195324797","wikidata":"https://www.wikidata.org/wiki/Q33742","display_name":"Natural language","level":2,"score":0.5727916359901428},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.555819034576416},{"id":"https://openalex.org/C2776608160","wikidata":"https://www.wikidata.org/wiki/Q4785462","display_name":"Natural (archaeology)","level":2,"score":0.5239750742912292},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5236020684242249},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15992453694343567},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.06804320216178894},{"id":"https://openalex.org/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","level":1,"score":0.06648615002632141},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.23919/icif.2018.8455504","is_oa":false,"landing_page_url":"https://doi.org/10.23919/icif.2018.8455504","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 21st International Conference on Information Fusion (FUSION)","raw_type":"proceedings-article"},{"id":"pmh:oai:alma61RMIT.INST:11278719780001341","is_oa":false,"landing_page_url":"https://doi.org/10.23919/ICIF.2018.8455504","pdf_url":null,"source":{"id":"https://openalex.org/S4306402074","display_name":"RMIT Research Repository (RMIT University Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I82951845","host_organization_name":"RMIT University","host_organization_lineage":["https://openalex.org/I82951845"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Proceedings"},{"id":"pmh:oai:figshare.com:article/27588099","is_oa":true,"landing_page_url":"https://figshare.com/articles/conference_contribution/Learning_the_Parameters_of_Spatially-Referring_Natural_Language_Likelihoods_in_Binary_Models/27588099","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference contribution"}],"best_oa_location":{"id":"pmh:oai:figshare.com:article/27588099","is_oa":true,"landing_page_url":"https://figshare.com/articles/conference_contribution/Learning_the_Parameters_of_Spatially-Referring_Natural_Language_Likelihoods_in_Binary_Models/27588099","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference contribution"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.5699999928474426,"display_name":"Quality Education"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320320719","display_name":"Department of Science and Technology, Ministry of Science and Technology, India","ror":"https://ror.org/0101xrq71"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W1496722391","https://openalex.org/W1501586228","https://openalex.org/W1523712748","https://openalex.org/W1526922739","https://openalex.org/W1536252645","https://openalex.org/W1603629685","https://openalex.org/W1634667895","https://openalex.org/W1918758839","https://openalex.org/W1990170267","https://openalex.org/W2014158652","https://openalex.org/W2039131940","https://openalex.org/W2042452952","https://openalex.org/W2060816702","https://openalex.org/W2066504330","https://openalex.org/W2089967673","https://openalex.org/W2100538306","https://openalex.org/W2107537133","https://openalex.org/W2135194391","https://openalex.org/W2146062060","https://openalex.org/W2156885407","https://openalex.org/W2164018153","https://openalex.org/W2215377753","https://openalex.org/W2217595874","https://openalex.org/W2479692466","https://openalex.org/W2809178583","https://openalex.org/W3026957529","https://openalex.org/W6629854308","https://openalex.org/W6631528006","https://openalex.org/W6635981052","https://openalex.org/W6647547890","https://openalex.org/W6675173971","https://openalex.org/W6684521151"],"related_works":["https://openalex.org/W4283262748","https://openalex.org/W2502773048","https://openalex.org/W4252362398","https://openalex.org/W48866389","https://openalex.org/W2117651364","https://openalex.org/W3112533414","https://openalex.org/W3204019825","https://openalex.org/W4226226396","https://openalex.org/W3153750606","https://openalex.org/W4308854837"],"abstract_inverted_index":{"Despite":[0],"imprecision":[1],"and":[2,25],"possible":[3],"ambiguity":[4],"expressed":[5],"by":[6],"spatially":[7,50],"referring":[8,51],"natural":[9],"language":[10],"statements,":[11],"they":[12],"are":[13],"potentially":[14],"useful":[15],"\u201cmeasurements\u201d":[16],"(also":[17],"known":[18],"as":[19],"soft":[20,43],"data)":[21],"for":[22,49,65],"target":[23],"localisation":[24],"tracking.":[26],"The":[27],"likelihood":[28,76],"functions":[29],"of":[30,69,81],"such":[31],"measurements":[32],"typically":[33],"include":[34],"the":[35,39,54,57,60,66,70,75,82],"parameters":[36],"that":[37],"model":[38,48],"inherent":[40],"uncertainty":[41],"in":[42,74,91],"data.":[44],"Adopting":[45],"a":[46],"binary":[47],"statements":[52],"involving":[53],"word":[55],"\u201cnear\u201d,":[56],"paper":[58],"derives":[59],"theoretical":[61],"posterior":[62],"Cram\u00e9r-Rao":[63],"bound":[64,83],"estimation":[67],"(learning)":[68],"parameter":[71],"which":[72],"features":[73],"function.":[77],"A":[78],"numerical":[79],"analysis":[80],"is":[84],"presented":[85],"with":[86],"an":[87],"example":[88],"demonstrating":[89],"estimation/learning":[90],"practice.":[92]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
