{"id":"https://openalex.org/W2084383786","doi":"https://doi.org/10.1109/scis-isis.2014.7044712","title":"A proposal of SIRMs model with linear transformation of input variables","display_name":"A proposal of SIRMs model with linear transformation of input variables","publication_year":2014,"publication_date":"2014-12-01","ids":{"openalex":"https://openalex.org/W2084383786","doi":"https://doi.org/10.1109/scis-isis.2014.7044712","mag":"2084383786"},"language":"en","primary_location":{"id":"doi:10.1109/scis-isis.2014.7044712","is_oa":false,"landing_page_url":"https://doi.org/10.1109/scis-isis.2014.7044712","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 Joint 7th International Conference on Soft Computing and Intelligent Systems (SCIS) and 15th International Symposium on Advanced Intelligent Systems (ISIS)","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/A5057697262","display_name":"Hirofumi Miyajima","orcid":"https://orcid.org/0000-0002-9656-8826"},"institutions":[{"id":"https://openalex.org/I107139324","display_name":"Kagoshima University","ror":"https://ror.org/03ss88z23","country_code":"JP","type":"education","lineage":["https://openalex.org/I107139324"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Hirofumi Miyajima","raw_affiliation_strings":["Graduate School of Science and Engineering, Kagoshima University, Kagoshima, Japan","Graduate School of Science and Engineering Kagoshima University, 1\u201321-40 Korimoto Kagoshima 890\u20130065 Japan"],"affiliations":[{"raw_affiliation_string":"Graduate School of Science and Engineering, Kagoshima University, Kagoshima, Japan","institution_ids":["https://openalex.org/I107139324"]},{"raw_affiliation_string":"Graduate School of Science and Engineering Kagoshima University, 1\u201321-40 Korimoto Kagoshima 890\u20130065 Japan","institution_ids":["https://openalex.org/I107139324"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055834741","display_name":"Noritaka Shigei","orcid":"https://orcid.org/0000-0001-5830-7644"},"institutions":[{"id":"https://openalex.org/I107139324","display_name":"Kagoshima University","ror":"https://ror.org/03ss88z23","country_code":"JP","type":"education","lineage":["https://openalex.org/I107139324"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Noritaka Shigei","raw_affiliation_strings":["Graduate School of Science and Engineering, Kagoshima University, Kagoshima, Japan","Graduate School of Science and Engineering Kagoshima University, 1\u201321-40 Korimoto Kagoshima 890\u20130065 Japan"],"affiliations":[{"raw_affiliation_string":"Graduate School of Science and Engineering, Kagoshima University, Kagoshima, Japan","institution_ids":["https://openalex.org/I107139324"]},{"raw_affiliation_string":"Graduate School of Science and Engineering Kagoshima University, 1\u201321-40 Korimoto Kagoshima 890\u20130065 Japan","institution_ids":["https://openalex.org/I107139324"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021189771","display_name":"Hiromi Miyajima","orcid":"https://orcid.org/0000-0003-1255-0002"},"institutions":[{"id":"https://openalex.org/I107139324","display_name":"Kagoshima University","ror":"https://ror.org/03ss88z23","country_code":"JP","type":"education","lineage":["https://openalex.org/I107139324"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Hiromi Miyajima","raw_affiliation_strings":["Graduate School of Science and Engineering, Kagoshima University, Kagoshima, Japan","Graduate School of Science and Engineering Kagoshima University, 1\u201321-40 Korimoto Kagoshima 890\u20130065 Japan"],"affiliations":[{"raw_affiliation_string":"Graduate School of Science and Engineering, Kagoshima University, Kagoshima, Japan","institution_ids":["https://openalex.org/I107139324"]},{"raw_affiliation_string":"Graduate School of Science and Engineering Kagoshima University, 1\u201321-40 Korimoto Kagoshima 890\u20130065 Japan","institution_ids":["https://openalex.org/I107139324"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5057697262"],"corresponding_institution_ids":["https://openalex.org/I107139324"],"apc_list":null,"apc_paid":null,"fwci":0.818,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.8120164,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"239","issue":null,"first_page":"311","last_page":"316"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9994999766349792,"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":0.9994999766349792,"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/T10320","display_name":"Neural Networks and Applications","score":0.9847000241279602,"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":0.9840999841690063,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/transformation","display_name":"Transformation (genetics)","score":0.6759624481201172},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6168195009231567},{"id":"https://openalex.org/keywords/model-transformation","display_name":"Model transformation","score":0.6137349605560303},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.45765602588653564},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4220118820667267},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.35262858867645264}],"concepts":[{"id":"https://openalex.org/C204241405","wikidata":"https://www.wikidata.org/wiki/Q461499","display_name":"Transformation (genetics)","level":3,"score":0.6759624481201172},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6168195009231567},{"id":"https://openalex.org/C2779791154","wikidata":"https://www.wikidata.org/wiki/Q258040","display_name":"Model transformation","level":3,"score":0.6137349605560303},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.45765602588653564},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4220118820667267},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35262858867645264},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/scis-isis.2014.7044712","is_oa":false,"landing_page_url":"https://doi.org/10.1109/scis-isis.2014.7044712","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 Joint 7th International Conference on Soft Computing and Intelligent Systems (SCIS) and 15th International Symposium on Advanced Intelligent Systems (ISIS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities","score":0.41999998688697815}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W94685177","https://openalex.org/W601489594","https://openalex.org/W1501162218","https://openalex.org/W1590084910","https://openalex.org/W2016563381","https://openalex.org/W2058465495","https://openalex.org/W2093684572","https://openalex.org/W2319740519","https://openalex.org/W3143971390","https://openalex.org/W4248510537"],"related_works":["https://openalex.org/W3107474891","https://openalex.org/W2365767001","https://openalex.org/W2364400229","https://openalex.org/W1988613072","https://openalex.org/W2393697600","https://openalex.org/W2402071070","https://openalex.org/W2349022015","https://openalex.org/W2379147087","https://openalex.org/W2990303645","https://openalex.org/W2335520227"],"abstract_inverted_index":{"The":[0],"automatic":[1],"construction":[2],"of":[3,10,66,75],"fuzzy":[4],"system":[5],"with":[6,116],"a":[7,25,62,72],"large":[8,18],"number":[9],"input":[11,76],"variables":[12,79,118],"involves":[13],"many":[14,117],"difficulties":[15],"such":[16],"as":[17,97],"time":[19],"complexity":[20],"and":[21,27,41,80,101],"getting":[22],"stuck":[23],"in":[24],"shallow":[26],"local":[28],"minimum.":[29],"As":[30],"models":[31,47],"to":[32,77,113],"overcome":[33],"them,":[34],"the":[35,69,81,90,94,98],"SIRMs":[36,84],"(Single":[37],"Input":[38,44],"Rule":[39,45],"Modules)":[40,46],"DIRMs":[42],"(Double":[43],"have":[48],"been":[49],"proposed.":[50],"However,":[51],"they":[52],"are":[53],"not":[54,103],"always":[55],"effective.":[56],"In":[57],"this":[58],"paper,":[59],"we":[60],"propose":[61],"model":[63,92,100],"that":[64,89],"consists":[65],"two":[67],"phases:":[68],"first":[70],"is":[71,83,87],"linear":[73],"transformation":[74],"intermediate":[78],"second":[82],"model.":[85],"It":[86],"shown":[88],"proposed":[91],"has":[93],"same":[95],"ability":[96],"conventional":[99],"does":[102],"need":[104],"too":[105],"much":[106],"parameters.":[107],"Further,":[108],"it":[109],"can":[110],"be":[111],"applied":[112],"classification":[114],"problems":[115],"easily.":[119]},"counts_by_year":[{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}