{"id":"https://openalex.org/W1982946449","doi":"https://doi.org/10.1016/j.eswa.2011.02.100","title":"Using adaptive network-based fuzzy inference system to forecast automobile sales","display_name":"Using adaptive network-based fuzzy inference system to forecast automobile sales","publication_year":2011,"publication_date":"2011-02-12","ids":{"openalex":"https://openalex.org/W1982946449","doi":"https://doi.org/10.1016/j.eswa.2011.02.100","mag":"1982946449"},"language":"en","primary_location":{"id":"doi:10.1016/j.eswa.2011.02.100","doi":"https://doi.org/10.1016/j.eswa.2011.02.100","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.eswa.2011.02.100","pdf_url":null,"source":{"id":"https://openalex.org/S13144211","display_name":"Expert Systems with Applications","issn_l":"0957-4174","issn":["0957-4174","1873-6793"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","ccf-c","cwts-core","dongbi-c","doyens","fnege-3","jufo-2","ki-jl-2","norway-2","poland-200","russia-white-list-1","vabb-shw"],"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":"Expert Systems with Applications","raw_type":"journal-article"},"volume":null,"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/A5073415000","display_name":"Fu\u2010Kwun Wang","orcid":"https://orcid.org/0000-0003-4563-945X","observed_orcids":["https://orcid.org/0000-0003-4563-945X"]},"institutions":[{"id":"https://openalex.org/I154864474","display_name":"National Taiwan University of Science and Technology","ror":"https://ror.org/00q09pe49","country_code":"TW","type":"education","lineage":["https://openalex.org/I154864474"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Fu-Kwun Wang","raw_affiliation_strings":["Department of Industrial Management, National Taiwan University of Science and Technology, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Industrial Management, National Taiwan University of Science and Technology, Taiwan","institution_ids":["https://openalex.org/I154864474"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019917586","display_name":"Ku-Kuang Chang","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I29742261","display_name":"Takming University of Science and Technology","ror":"https://ror.org/002xar614","country_code":"TW","type":"education","lineage":["https://openalex.org/I29742261"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Ku-Kuang Chang","raw_affiliation_strings":["Department of Logistic Management, Takming University of Science and Technology, Taiwan","Department of Logistic Management, Takming University of Science and Technology, Taiwan#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Logistic Management, Takming University of Science and Technology, Taiwan","institution_ids":["https://openalex.org/I29742261"]},{"raw_affiliation_string":"Department of Logistic Management, Takming University of Science and Technology, Taiwan#TAB#","institution_ids":["https://openalex.org/I29742261"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066719995","display_name":"Chih-Wei Tzeng","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I154864474","display_name":"National Taiwan University of Science and Technology","ror":"https://ror.org/00q09pe49","country_code":"TW","type":"education","lineage":["https://openalex.org/I154864474"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chih-Wei Tzeng","raw_affiliation_strings":["Department of Industrial Management, National Taiwan University of Science and Technology, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Industrial Management, National Taiwan University of Science and Technology, Taiwan","institution_ids":["https://openalex.org/I154864474"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5073415000"],"corresponding_institution_ids":["https://openalex.org/I154864474"],"apc_list":{"value":3500,"currency":"USD","value_usd":3500},"apc_paid":null,"fwci":6.0618,"has_fulltext":false,"cited_by_count":89,"citation_normalized_percentile":{"value":0.95961164,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"38","issue":"8","first_page":"10587","last_page":"10593"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11918","display_name":"Forecasting Techniques and Applications","score":0.9994999766349792,"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"}},"topics":[{"id":"https://openalex.org/T11918","display_name":"Forecasting Techniques and Applications","score":0.9994999766349792,"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"}},{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.00019999999494757503,"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/T11326","display_name":"Stock Market Forecasting Methods","score":0.00019999999494757503,"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/automobile-sales-forecasting","display_name":"automobile sales forecasting","score":0.9929999709129333},{"id":"https://openalex.org/keywords/adaptive-neuro-fuzzy-inference-system","display_name":"adaptive neuro-fuzzy inference system","score":0.9350000023841858},{"id":"https://openalex.org/keywords/new-car-sales","display_name":"new car sales","score":0.7049999833106995},{"id":"https://openalex.org/keywords/leading-indicators","display_name":"leading indicators","score":0.628000020980835},{"id":"https://openalex.org/keywords/coincident-indicators","display_name":"coincident indicators","score":0.9700000286102295},{"id":"https://openalex.org/keywords/wholesale-price-index","display_name":"wholesale price index","score":0.9900000095367432},{"id":"https://openalex.org/keywords/income","display_name":"income","score":0.6549999713897705},{"id":"https://openalex.org/keywords/stepwise-regression","display_name":"stepwise regression","score":0.7319999933242798},{"id":"https://openalex.org/keywords/arima-model-comparison","display_name":"ARIMA comparison","score":0.8859999775886536},{"id":"https://openalex.org/keywords/artificial-neural-network-comparison","display_name":"artificial neural network comparison","score":0.902999997138977},{"id":"https://openalex.org/keywords/2008-financial-crisis","display_name":"2008 financial crisis","score":0.9139999747276306}],"concepts":[{"id":"https://openalex.org/C186108316","wikidata":"https://www.wikidata.org/wiki/Q352530","display_name":"Adaptive neuro fuzzy inference system","level":4,"score":0.7949333190917969},{"id":"https://openalex.org/C24338571","wikidata":"https://www.wikidata.org/wiki/Q2566298","display_name":"Autoregressive integrated moving average","level":3,"score":0.7741850018501282},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6953085660934448},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6499228477478027},{"id":"https://openalex.org/C526921623","wikidata":"https://www.wikidata.org/wiki/Q190117","display_name":"Automotive industry","level":2,"score":0.6486737132072449},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.4729870557785034},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.4659990072250366},{"id":"https://openalex.org/C139749660","wikidata":"https://www.wikidata.org/wiki/Q5657855","display_name":"Sales management","level":2,"score":0.4629865884780884},{"id":"https://openalex.org/C193809577","wikidata":"https://www.wikidata.org/wiki/Q3409300","display_name":"Demand forecasting","level":2,"score":0.4462833106517792},{"id":"https://openalex.org/C2777382242","wikidata":"https://www.wikidata.org/wiki/Q6017816","display_name":"Index (typography)","level":2,"score":0.43824467062950134},{"id":"https://openalex.org/C182365436","wikidata":"https://www.wikidata.org/wiki/Q50701","display_name":"Variable (mathematics)","level":2,"score":0.43598008155822754},{"id":"https://openalex.org/C159877910","wikidata":"https://www.wikidata.org/wiki/Q2202883","display_name":"Autoregressive model","level":2,"score":0.4259001910686493},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.35035431385040283},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3048587441444397},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.27779680490493774},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2612643241882324},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.22261977195739746},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.15291225910186768},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.1350526213645935},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11244872212409973},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10429248213768005},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0739814043045044},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.eswa.2011.02.100","doi":"https://doi.org/10.1016/j.eswa.2011.02.100","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.eswa.2011.02.100","pdf_url":null,"source":{"id":"https://openalex.org/S13144211","display_name":"Expert Systems with Applications","issn_l":"0957-4174","issn":["0957-4174","1873-6793"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","ccf-c","cwts-core","dongbi-c","doyens","fnege-3","jufo-2","ki-jl-2","norway-2","poland-200","russia-white-list-1","vabb-shw"],"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":"Expert Systems with Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W109973200","https://openalex.org/W239695647","https://openalex.org/W590086890","https://openalex.org/W591145520","https://openalex.org/W1566946066","https://openalex.org/W1963820221","https://openalex.org/W1971301666","https://openalex.org/W1973676661","https://openalex.org/W1976916714","https://openalex.org/W2019207321","https://openalex.org/W2026994545","https://openalex.org/W2049949220","https://openalex.org/W2079325629","https://openalex.org/W2088223830","https://openalex.org/W2115656051","https://openalex.org/W2133018300","https://openalex.org/W2151741159","https://openalex.org/W2168816734"],"related_works":["https://openalex.org/W2150181698","https://openalex.org/W4281260803","https://openalex.org/W2559490222","https://openalex.org/W4313181404","https://openalex.org/W2495774864","https://openalex.org/W3017949446","https://openalex.org/W7217295344","https://openalex.org/W4226054206","https://openalex.org/W3129464774","https://openalex.org/W4382072335"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":11},{"year":2021,"cited_by_count":11},{"year":2020,"cited_by_count":8},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":9},{"year":2016,"cited_by_count":6},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":5},{"year":2012,"cited_by_count":6}],"updated_date":"2026-10-30T12:39:25.321706","created_date":"2016-06-24T00:00:00"}
