{"id":"https://openalex.org/W2900882012","doi":"https://doi.org/10.1016/j.neucom.2018.11.052","title":"Evolutionary fuzzification of RIPPER for regression: Case study of stock prediction","display_name":"Evolutionary fuzzification of RIPPER for regression: Case study of stock prediction","publication_year":2018,"publication_date":"2018-11-22","ids":{"openalex":"https://openalex.org/W2900882012","doi":"https://doi.org/10.1016/j.neucom.2018.11.052","mag":"2900882012"},"language":"en","primary_location":{"id":"doi:10.1016/j.neucom.2018.11.052","doi":"https://doi.org/10.1016/j.neucom.2018.11.052","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.neucom.2018.11.052","pdf_url":null,"source":{"id":"https://openalex.org/S45693802","display_name":"Neurocomputing","issn_l":"0925-2312","issn":["0925-2312","1872-8286"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","ccf-c","cwts-core","dongbi-b","doyens","jufo-2","ki-jl-2","norway-2","poland-140","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":"Neurocomputing","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"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/A5101756786","display_name":"Shahrokh Asadi","orcid":"https://orcid.org/0000-0003-1968-0547","observed_orcids":["https://orcid.org/0000-0003-1968-0547"]},"institutions":[{"id":"https://openalex.org/I23946033","display_name":"University of Tehran","ror":"https://ror.org/05vf56z40","country_code":"IR","type":"education","lineage":["https://openalex.org/I23946033"]}],"countries":["IR"],"is_corresponding":true,"raw_author_name":"Shahrokh Asadi","raw_affiliation_strings":["Faculty of Engineering, Farabi Campus, University of Tehran, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Engineering, Farabi Campus, University of Tehran, Iran","institution_ids":["https://openalex.org/I23946033"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5101756786"],"corresponding_institution_ids":["https://openalex.org/I23946033"],"apc_list":{"value":2670,"currency":"USD","value_usd":2670},"apc_paid":null,"fwci":3.4292,"has_fulltext":false,"cited_by_count":29,"citation_normalized_percentile":{"value":0.92669821,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"331","issue":null,"first_page":"121","last_page":"137"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","score":0.7554000020027161,"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/T11326","display_name":"Stock Market Forecasting Methods","score":0.7554000020027161,"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":0.23579999804496765,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.00139999995008111,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/ripper","display_name":"RIPPER","score":0.8539999723434448},{"id":"https://openalex.org/keywords/fuzzy-rule-based-systems","display_name":"fuzzy rule-based systems","score":0.6299999952316284},{"id":"https://openalex.org/keywords/mamdani-fuzzy-inference","display_name":"Mamdani fuzzy inference","score":0.8989999890327454},{"id":"https://openalex.org/keywords/regression-analysis","display_name":"regression analysis","score":0.4580000042915344},{"id":"https://openalex.org/keywords/stock-market-forecasting","display_name":"stock market prediction","score":0.9409999847412109},{"id":"https://openalex.org/keywords/rule-base-learning","display_name":"rule base learning","score":0.6060000061988831},{"id":"https://openalex.org/keywords/discretization","display_name":"discretization","score":0.7450000047683716},{"id":"https://openalex.org/keywords/genetic-algorithm-parameter-tuning","display_name":"genetic algorithm tuning","score":0.8140000104904175},{"id":"https://openalex.org/keywords/rule-based-classification","display_name":"rule-based classification","score":0.460999995470047},{"id":"https://openalex.org/keywords/stock-market-indices","display_name":"stock market indices","score":0.5379999876022339},{"id":"https://openalex.org/keywords/tehran-stock-exchange","display_name":"Tehran Stock Exchange","score":0.8119999766349792}],"concepts":[{"id":"https://openalex.org/C2780049643","wikidata":"https://www.wikidata.org/wiki/Q5511139","display_name":"Fuzzy rule","level":4,"score":0.6166166067123413},{"id":"https://openalex.org/C200870193","wikidata":"https://www.wikidata.org/wiki/Q11691","display_name":"Stock exchange","level":2,"score":0.5642675161361694},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5374212265014648},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4653661251068115},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.4268343448638916},{"id":"https://openalex.org/C150217764","wikidata":"https://www.wikidata.org/wiki/Q6803607","display_name":"Mean absolute percentage error","level":3,"score":0.41254934668540955},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4043236970901489},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.40051645040512085},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.37318113446235657},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.34516626596450806},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3381226062774658},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.32091546058654785},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.2774882912635803},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.1955549120903015},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.14682745933532715},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.10585716366767883}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.neucom.2018.11.052","doi":"https://doi.org/10.1016/j.neucom.2018.11.052","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.neucom.2018.11.052","pdf_url":null,"source":{"id":"https://openalex.org/S45693802","display_name":"Neurocomputing","issn_l":"0925-2312","issn":["0925-2312","1872-8286"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","ccf-c","cwts-core","dongbi-b","doyens","jufo-2","ki-jl-2","norway-2","poland-140","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":"Neurocomputing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G4585137341","display_name":null,"funder_award_id":"30790/1/01","funder_id":"https://openalex.org/F4320322667","funder_display_name":"University of Tehran"}],"funders":[{"id":"https://openalex.org/F4320322667","display_name":"University of Tehran","ror":"https://ror.org/05vf56z40"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":69,"referenced_works":["https://openalex.org/W855508711","https://openalex.org/W1494581921","https://openalex.org/W1510523207","https://openalex.org/W1513366687","https://openalex.org/W1565746575","https://openalex.org/W1629040618","https://openalex.org/W1670263352","https://openalex.org/W1671614046","https://openalex.org/W1678889691","https://openalex.org/W1866279363","https://openalex.org/W1969765329","https://openalex.org/W1976611654","https://openalex.org/W1978520392","https://openalex.org/W1985930470","https://openalex.org/W1991261837","https://openalex.org/W1992176519","https://openalex.org/W1997994299","https://openalex.org/W2016210396","https://openalex.org/W2017128157","https://openalex.org/W2017812666","https://openalex.org/W2018199033","https://openalex.org/W2027391855","https://openalex.org/W2028660455","https://openalex.org/W2032371326","https://openalex.org/W2035877864","https://openalex.org/W2043406008","https://openalex.org/W2053630555","https://openalex.org/W2065902930","https://openalex.org/W2066289234","https://openalex.org/W2078365380","https://openalex.org/W2093620744","https://openalex.org/W2097569937","https://openalex.org/W2111746072","https://openalex.org/W2133121564","https://openalex.org/W2140190241","https://openalex.org/W2140460921","https://openalex.org/W2153851210","https://openalex.org/W2155640378","https://openalex.org/W2162389778","https://openalex.org/W2164400088","https://openalex.org/W2165466912","https://openalex.org/W2185189935","https://openalex.org/W2226829922","https://openalex.org/W2236744271","https://openalex.org/W2268394201","https://openalex.org/W2269846813","https://openalex.org/W2282161397","https://openalex.org/W2328378351","https://openalex.org/W2342935826","https://openalex.org/W2346154048","https://openalex.org/W2503191342","https://openalex.org/W2522360589","https://openalex.org/W2544547399","https://openalex.org/W2547835482","https://openalex.org/W2564685186","https://openalex.org/W2570899557","https://openalex.org/W2614362170","https://openalex.org/W2724908383","https://openalex.org/W2735745260","https://openalex.org/W2747952842","https://openalex.org/W2766239654","https://openalex.org/W2776518198","https://openalex.org/W2790563395","https://openalex.org/W2792585368","https://openalex.org/W2793977048","https://openalex.org/W2800314720","https://openalex.org/W3125696988","https://openalex.org/W4249749961","https://openalex.org/W4292671038"],"related_works":["https://openalex.org/W1582038265","https://openalex.org/W2800490052","https://openalex.org/W3009652950","https://openalex.org/W2162389778","https://openalex.org/W7097458628","https://openalex.org/W2146898388","https://openalex.org/W29555840","https://openalex.org/W2800314720","https://openalex.org/W1985930470","https://openalex.org/W1674702868"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":11},{"year":2019,"cited_by_count":3}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2018-11-29T00:00:00"}