{"id":"https://openalex.org/W2046370754","doi":"https://doi.org/10.1016/s0167-9236(98)00067-0","title":"A decision support system for sales forecasting through fuzzy neural networks with asymmetric fuzzy weights","display_name":"A decision support system for sales forecasting through fuzzy neural networks with asymmetric fuzzy weights","publication_year":1998,"publication_date":"1998-12-01","ids":{"openalex":"https://openalex.org/W2046370754","doi":"https://doi.org/10.1016/s0167-9236(98)00067-0","mag":"2046370754"},"language":"en","primary_location":{"id":"doi:10.1016/s0167-9236(98)00067-0","is_oa":false,"landing_page_url":"https://doi.org/10.1016/s0167-9236(98)00067-0","pdf_url":null,"source":{"id":"https://openalex.org/S11479521","display_name":"Decision Support Systems","issn_l":"0167-9236","issn":["0167-9236","1873-5797"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Decision Support Systems","raw_type":"journal-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/A5087725538","display_name":"R.J. Kuo","orcid":"https://orcid.org/0000-0002-7553-8070"},"institutions":[{"id":"https://openalex.org/I118292597","display_name":"National Taipei University of Technology","ror":"https://ror.org/00cn92c09","country_code":"TW","type":"education","lineage":["https://openalex.org/I118292597"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"R.J. Kuo","raw_affiliation_strings":["Department of Industrial Engineering, National Taipei University of Technology, Taipei, 10643, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering, National Taipei University of Technology, Taipei, 10643, Taiwan","institution_ids":["https://openalex.org/I118292597"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088791179","display_name":"Kun Xue","orcid":"https://orcid.org/0000-0002-2949-6498"},"institutions":[{"id":"https://openalex.org/I98298690","display_name":"I-Shou University","ror":"https://ror.org/04d7e4m76","country_code":"TW","type":"education","lineage":["https://openalex.org/I98298690"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"K.C. Xue","raw_affiliation_strings":["Graduate School of Management Science, I-Shou University, Kaohsiung County, 840, Taiwan"],"affiliations":[{"raw_affiliation_string":"Graduate School of Management Science, I-Shou University, Kaohsiung County, 840, Taiwan","institution_ids":["https://openalex.org/I98298690"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5087725538"],"corresponding_institution_ids":["https://openalex.org/I118292597"],"apc_list":{"value":3280,"currency":"USD","value_usd":3280},"apc_paid":null,"fwci":4.9762,"has_fulltext":false,"cited_by_count":124,"citation_normalized_percentile":{"value":0.95357374,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"24","issue":"2","first_page":"105","last_page":"126"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.982200026512146,"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":0.982200026512146,"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":0.9818000197410583,"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/T11326","display_name":"Stock Market Forecasting Methods","score":0.9764000177383423,"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/artificial-neural-network","display_name":"Artificial neural network","score":0.7929331064224243},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.6504544615745544},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6213815808296204},{"id":"https://openalex.org/keywords/promotion","display_name":"Promotion (chess)","score":0.5969511270523071},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5645664930343628},{"id":"https://openalex.org/keywords/neuro-fuzzy","display_name":"Neuro-fuzzy","score":0.48335665464401245},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4552924931049347},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.4439544677734375},{"id":"https://openalex.org/keywords/sales-forecasting","display_name":"Sales forecasting","score":0.43385568261146545},{"id":"https://openalex.org/keywords/autoregressive-model","display_name":"Autoregressive model","score":0.4278603196144104},{"id":"https://openalex.org/keywords/sales-management","display_name":"Sales management","score":0.41702547669410706},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3678324818611145},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.3568239212036133},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.3550792336463928},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.25478577613830566},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1925504505634308},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.16890206933021545},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.11391732096672058},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.11078643798828125}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7929331064224243},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.6504544615745544},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6213815808296204},{"id":"https://openalex.org/C98147612","wikidata":"https://www.wikidata.org/wiki/Q215599","display_name":"Promotion (chess)","level":3,"score":0.5969511270523071},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5645664930343628},{"id":"https://openalex.org/C29470771","wikidata":"https://www.wikidata.org/wiki/Q4165150","display_name":"Neuro-fuzzy","level":4,"score":0.48335665464401245},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4552924931049347},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.4439544677734375},{"id":"https://openalex.org/C2984642479","wikidata":"https://www.wikidata.org/wiki/Q7404320","display_name":"Sales forecasting","level":2,"score":0.43385568261146545},{"id":"https://openalex.org/C159877910","wikidata":"https://www.wikidata.org/wiki/Q2202883","display_name":"Autoregressive model","level":2,"score":0.4278603196144104},{"id":"https://openalex.org/C139749660","wikidata":"https://www.wikidata.org/wiki/Q5657855","display_name":"Sales management","level":2,"score":0.41702547669410706},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3678324818611145},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3568239212036133},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.3550792336463928},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.25478577613830566},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1925504505634308},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16890206933021545},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.11391732096672058},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.11078643798828125},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/s0167-9236(98)00067-0","is_oa":false,"landing_page_url":"https://doi.org/10.1016/s0167-9236(98)00067-0","pdf_url":null,"source":{"id":"https://openalex.org/S11479521","display_name":"Decision Support Systems","issn_l":"0167-9236","issn":["0167-9236","1873-5797"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Decision Support Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.4699999988079071,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321040","display_name":"National Science Council","ror":"https://ror.org/02kv4zf79"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W121560955","https://openalex.org/W244873222","https://openalex.org/W311659024","https://openalex.org/W1523856491","https://openalex.org/W1964468250","https://openalex.org/W1969191437","https://openalex.org/W2007367842","https://openalex.org/W2019644186","https://openalex.org/W2036000973","https://openalex.org/W2038483314","https://openalex.org/W2039799510","https://openalex.org/W2041280856","https://openalex.org/W2046164998","https://openalex.org/W2053865013","https://openalex.org/W2062706881","https://openalex.org/W2066668705","https://openalex.org/W2088897322","https://openalex.org/W2101927907","https://openalex.org/W2144534900","https://openalex.org/W2149921893","https://openalex.org/W2156060469","https://openalex.org/W2164359548","https://openalex.org/W2166695325","https://openalex.org/W2259289169","https://openalex.org/W2336635634","https://openalex.org/W2993863488","https://openalex.org/W3183746008","https://openalex.org/W4300402905","https://openalex.org/W6605008822","https://openalex.org/W6609255943","https://openalex.org/W6610901231"],"related_works":["https://openalex.org/W4328094257","https://openalex.org/W2674988168","https://openalex.org/W4205366572","https://openalex.org/W4288049618","https://openalex.org/W2051089281","https://openalex.org/W1581884750","https://openalex.org/W3008953065","https://openalex.org/W3170395704","https://openalex.org/W4250153710","https://openalex.org/W2733147698"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":6},{"year":2015,"cited_by_count":6},{"year":2014,"cited_by_count":4},{"year":2013,"cited_by_count":3},{"year":2012,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
