{"id":"https://openalex.org/W1968484377","doi":"https://doi.org/10.1109/fuzz-ieee.2012.6251347","title":"A Fuzzy-AR Model to predict human body weights","display_name":"A Fuzzy-AR Model to predict human body weights","publication_year":2012,"publication_date":"2012-06-01","ids":{"openalex":"https://openalex.org/W1968484377","doi":"https://doi.org/10.1109/fuzz-ieee.2012.6251347","mag":"1968484377"},"language":"en","primary_location":{"id":"doi:10.1109/fuzz-ieee.2012.6251347","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz-ieee.2012.6251347","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE International Conference on Fuzzy Systems","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/A5057085086","display_name":"Hideaki Tanii","orcid":null},"institutions":[{"id":"https://openalex.org/I180941496","display_name":"University of Hyogo","ror":"https://ror.org/0151bmh98","country_code":"JP","type":"education","lineage":["https://openalex.org/I180941496"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Hideaki Tanii","raw_affiliation_strings":["Graduate School of Engineering, University of Hyogo, Hyogo, Japan"],"affiliations":[{"raw_affiliation_string":"Graduate School of Engineering, University of Hyogo, Hyogo, Japan","institution_ids":["https://openalex.org/I180941496"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101403794","display_name":"Hiroshi Nakajima","orcid":"https://orcid.org/0000-0002-7274-3490"},"institutions":[{"id":"https://openalex.org/I98285908","display_name":"Osaka University","ror":"https://ror.org/035t8zc32","country_code":"JP","type":"education","lineage":["https://openalex.org/I98285908"]},{"id":"https://openalex.org/I180941496","display_name":"University of Hyogo","ror":"https://ror.org/0151bmh98","country_code":"JP","type":"education","lineage":["https://openalex.org/I180941496"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Hiroshi Nakajima","raw_affiliation_strings":["Graduate School of Engineering, University of Hyogo, Hyogo, Japan","WPI Immunology Frontier Research Center, Osaka University, Osaka, Japan"],"affiliations":[{"raw_affiliation_string":"Graduate School of Engineering, University of Hyogo, Hyogo, Japan","institution_ids":["https://openalex.org/I180941496"]},{"raw_affiliation_string":"WPI Immunology Frontier Research Center, Osaka University, Osaka, Japan","institution_ids":["https://openalex.org/I98285908"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041227579","display_name":"Naoki Tsuchiya","orcid":"https://orcid.org/0000-0002-4594-4668"},"institutions":[{"id":"https://openalex.org/I146230289","display_name":"Omron (Japan)","ror":"https://ror.org/00q0w1h45","country_code":"JP","type":"company","lineage":["https://openalex.org/I146230289"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Naoki Tsuchiya","raw_affiliation_strings":["Research and Development H.Q., Omron Corporation, Kizugawa, Japan"],"affiliations":[{"raw_affiliation_string":"Research and Development H.Q., Omron Corporation, Kizugawa, Japan","institution_ids":["https://openalex.org/I146230289"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110264411","display_name":"Kei Kuramoto","orcid":null},"institutions":[{"id":"https://openalex.org/I180941496","display_name":"University of Hyogo","ror":"https://ror.org/0151bmh98","country_code":"JP","type":"education","lineage":["https://openalex.org/I180941496"]},{"id":"https://openalex.org/I98285908","display_name":"Osaka University","ror":"https://ror.org/035t8zc32","country_code":"JP","type":"education","lineage":["https://openalex.org/I98285908"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Kei Kuramoto","raw_affiliation_strings":["Graduate School of Engineering, University of Hyogo, Hyogo, Japan","WPI Immunology Frontier Research Center, Osaka University, Osaka, Japan"],"affiliations":[{"raw_affiliation_string":"Graduate School of Engineering, University of Hyogo, Hyogo, Japan","institution_ids":["https://openalex.org/I180941496"]},{"raw_affiliation_string":"WPI Immunology Frontier Research Center, Osaka University, Osaka, Japan","institution_ids":["https://openalex.org/I98285908"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042142624","display_name":"Syoji Kobashi","orcid":"https://orcid.org/0000-0003-3659-4114"},"institutions":[{"id":"https://openalex.org/I146230289","display_name":"Omron (Japan)","ror":"https://ror.org/00q0w1h45","country_code":"JP","type":"company","lineage":["https://openalex.org/I146230289"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Syoji Kobashi","raw_affiliation_strings":["Research and Development H.Q., Omron Corporation, Kizugawa, Japan"],"affiliations":[{"raw_affiliation_string":"Research and Development H.Q., Omron Corporation, Kizugawa, Japan","institution_ids":["https://openalex.org/I146230289"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068575065","display_name":"Yutaka Hata","orcid":"https://orcid.org/0000-0002-7606-6407"},"institutions":[{"id":"https://openalex.org/I98285908","display_name":"Osaka University","ror":"https://ror.org/035t8zc32","country_code":"JP","type":"education","lineage":["https://openalex.org/I98285908"]},{"id":"https://openalex.org/I180941496","display_name":"University of Hyogo","ror":"https://ror.org/0151bmh98","country_code":"JP","type":"education","lineage":["https://openalex.org/I180941496"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yutaka Hata","raw_affiliation_strings":["WPI Immunology Frontier Research Center, Osaka University, Osaka, Japan","Graduate School of Engineering, University of Hyogo, Hyogo, Japan"],"affiliations":[{"raw_affiliation_string":"WPI Immunology Frontier Research Center, Osaka University, Osaka, Japan","institution_ids":["https://openalex.org/I98285908"]},{"raw_affiliation_string":"Graduate School of Engineering, University of Hyogo, Hyogo, Japan","institution_ids":["https://openalex.org/I180941496"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5057085086"],"corresponding_institution_ids":["https://openalex.org/I180941496"],"apc_list":null,"apc_paid":null,"fwci":2.1407,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.87805246,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9839000105857849,"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/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9839000105857849,"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/T12135","display_name":"Fuzzy Systems and Optimization","score":0.9445000290870667,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10050","display_name":"Multi-Criteria Decision Making","score":0.9327999949455261,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6209605932235718},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.47867804765701294},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3234212398529053}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6209605932235718},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.47867804765701294},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3234212398529053}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fuzz-ieee.2012.6251347","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz-ieee.2012.6251347","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE International Conference on Fuzzy Systems","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.5}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1878577731","https://openalex.org/W1966287410","https://openalex.org/W1977900532","https://openalex.org/W2098971512","https://openalex.org/W2112228497","https://openalex.org/W2120799500","https://openalex.org/W2134198436","https://openalex.org/W2136661001","https://openalex.org/W2142635246","https://openalex.org/W2146232794","https://openalex.org/W2912565176","https://openalex.org/W4211007335","https://openalex.org/W6677929473"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2350741829","https://openalex.org/W2530322880","https://openalex.org/W1596801655","https://openalex.org/W2359140296"],"abstract_inverted_index":{"This":[0],"paper":[1],"proposes":[2],"a":[3,109],"body":[4,37,46,93],"weight":[5,38,47,94],"prediction":[6,152],"method":[7],"using":[8],"Fuzzy-autoregressive":[9],"(AR)":[10,28],"model.":[11,29,120,157],"New":[12],"Fuzzy-AR":[13,60,105,125,146],"model":[14,78,126,139,147],"is":[15],"formed":[16],"by":[17,67],"including":[18],"fuzzy":[19,110],"membership":[20,111],"function":[21,112],"which":[22],"changes":[23],"AR":[24,63,77,119,138,156],"parameter":[25],"in":[26],"autoregressive":[27],"We":[30,44],"employed":[31],"452":[32],"volunteers,":[33],"and":[34,133],"collected":[35],"their":[36],"time-series":[39],"data":[40,48,56],"during":[41],"730":[42],"days.":[43],"use":[45],"from":[49],"1st":[50],"to":[51,57],"365th":[52],"day":[53],"as":[54],"learning":[55],"determine":[58],"the":[59,72,76,104,115,118,122,124,137,145,155],"models.":[61],"After":[62],"parameters":[64],"are":[65],"determined":[66],"Yule-Walker":[68],"equation,":[69],"we":[70,91,107],"calculate":[71],"order,":[73],"p,":[74],"of":[75,117],"for":[79,96,100],"each":[80],"volunteer":[81],"based":[82,113],"on":[83,114,140],"Akaike's":[84],"Information":[85],"Criterion":[86],"(AIC).":[87],"In":[88,103,143],"our":[89],"experiment,":[90],"predicted":[92,132],"change":[95],"next":[97],"p":[98],"days":[99],"those":[101],"subjects.":[102],"model,":[106],"make":[108],"order":[116],"As":[121],"result,":[123],"obtained":[127,148],"higher":[128],"correlation":[129],"coefficient":[130],"between":[131],"truth":[134],"values":[135],"than":[136,154],"all":[141],"volunteers.":[142],"addition,":[144],"smaller":[149],"mean":[150],"absolute":[151],"error":[153]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}