{"id":"https://openalex.org/W7100327673","doi":null,"title":"A Trading Decision Support System Based on Neuro-Fuzzy Technique: Evidence from Asian Stock Market","display_name":"A Trading Decision Support System Based on Neuro-Fuzzy Technique: Evidence from Asian Stock Market","publication_year":2013,"publication_date":"2013-12-08","ids":{"openalex":"https://openalex.org/W7100327673"},"language":"en","primary_location":{"id":"pmh:oai:CiteSeerX.psu:10.1.1.384.3600","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.384.3600","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.jimsjournal.org/28 Jia-Hao Li.pdf","raw_type":"text"},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.6481477,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":true,"primary_topic":{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","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/T11326","display_name":"Stock Market Forecasting Methods","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":9.999999747378752e-05,"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/T10047","display_name":"Financial Markets and Investment Strategies","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/2003","display_name":"Finance"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/fuzzy-neural-network","display_name":"fuzzy neural network","score":0.722000002861023},{"id":"https://openalex.org/keywords/stochastic-oscillator","display_name":"stochastic oscillator","score":0.8309999704360962},{"id":"https://openalex.org/keywords/technical-trading-rules","display_name":"technical trading rules","score":0.9120000004768372},{"id":"https://openalex.org/keywords/stock-price-prediction","display_name":"stock price prediction","score":0.9259999990463257},{"id":"https://openalex.org/keywords/fuzzy-knowledge-base","display_name":"fuzzy knowledge base","score":0.6539999842643738},{"id":"https://openalex.org/keywords/neural-network-tuning","display_name":"neural network tuning","score":0.7929999828338623},{"id":"https://openalex.org/keywords/trading-strategy-performance","display_name":"trading strategy performance","score":0.4779999852180481}],"concepts":[{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.548799991607666},{"id":"https://openalex.org/C106159729","wikidata":"https://www.wikidata.org/wiki/Q2294553","display_name":"Financial economics","level":1,"score":0.5349000096321106},{"id":"https://openalex.org/C2780299701","wikidata":"https://www.wikidata.org/wiki/Q475000","display_name":"Stock market","level":3,"score":0.5293999910354614},{"id":"https://openalex.org/C204036174","wikidata":"https://www.wikidata.org/wiki/Q909380","display_name":"Stock (firearms)","level":2,"score":0.4927000105381012},{"id":"https://openalex.org/C117245426","wikidata":"https://www.wikidata.org/wiki/Q235038","display_name":"Technical analysis","level":2,"score":0.47119998931884766},{"id":"https://openalex.org/C131562839","wikidata":"https://www.wikidata.org/wiki/Q1574928","display_name":"Trading strategy","level":2,"score":0.4641000032424927},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.43880000710487366},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.4359000027179718},{"id":"https://openalex.org/C78508483","wikidata":"https://www.wikidata.org/wiki/Q139445","display_name":"Algorithmic trading","level":2,"score":0.41819998621940613},{"id":"https://openalex.org/C200870193","wikidata":"https://www.wikidata.org/wiki/Q11691","display_name":"Stock exchange","level":2,"score":0.38530001044273376},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.37220001220703125},{"id":"https://openalex.org/C2988984586","wikidata":"https://www.wikidata.org/wiki/Q1020013","display_name":"Stock price","level":3,"score":0.3617999851703644},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.36149999499320984},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.3377000093460083},{"id":"https://openalex.org/C86637286","wikidata":"https://www.wikidata.org/wiki/Q7317264","display_name":"Rate of return","level":2,"score":0.3192000091075897},{"id":"https://openalex.org/C172428447","wikidata":"https://www.wikidata.org/wiki/Q438711","display_name":"Alternative trading system","level":3,"score":0.3149999976158142},{"id":"https://openalex.org/C120936955","wikidata":"https://www.wikidata.org/wiki/Q2155640","display_name":"Empirical research","level":2,"score":0.3050999939441681},{"id":"https://openalex.org/C158876240","wikidata":"https://www.wikidata.org/wiki/Q17105131","display_name":"Pairs trade","level":4,"score":0.2978000044822693},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.296099990606308},{"id":"https://openalex.org/C162118730","wikidata":"https://www.wikidata.org/wiki/Q1128453","display_name":"Actuarial science","level":1,"score":0.2865000069141388},{"id":"https://openalex.org/C166052673","wikidata":"https://www.wikidata.org/wiki/Q83021","display_name":"Empirical evidence","level":2,"score":0.28049999475479126},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.2732999920845032},{"id":"https://openalex.org/C4554734","wikidata":"https://www.wikidata.org/wiki/Q593744","display_name":"Knowledge base","level":2,"score":0.27230000495910645},{"id":"https://openalex.org/C12747933","wikidata":"https://www.wikidata.org/wiki/Q13405082","display_name":"Stock market bubble","level":4,"score":0.2574999928474426}],"mesh":[],"locations_count":1,"locations":[{"id":"pmh:oai:CiteSeerX.psu:10.1.1.384.3600","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.384.3600","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.jimsjournal.org/28 Jia-Hao Li.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2321265451","https://openalex.org/W184128875","https://openalex.org/W1997231007","https://openalex.org/W2807192037","https://openalex.org/W1508463275","https://openalex.org/W2096054486","https://openalex.org/W7100446085","https://openalex.org/W2971131818","https://openalex.org/W1985930470","https://openalex.org/W2292541499"],"abstract_inverted_index":{"This":[0],"paper":[1],"aims":[2],"to":[3,8,15,31,51],"apply":[4],"the":[5,10,17,29,33,36,53,71,74],"neuro-fuzzy":[6],"technique":[7,68],"refine":[9],"Stochastics":[11,37,75,105],"technical":[12],"trading":[13,90,106],"rules":[14],"forecast":[16],"Asian":[18],"stock":[19,40,78],"market.":[20],"Essentially":[21],"in":[22],"this":[23,66,88],"hybrid":[24,67],"technique,":[25],"fuzzy":[26],"logic":[27],"plays":[28],"role":[30],"formulate":[32],"relationship":[34,72],"among":[35,73],"indicators":[38,76],"and":[39,77,100,103],"price":[41,79],"changes":[42,80],"by":[43],"using":[44],"knowledge":[45,55],"base.":[46],"Neural":[47],"networking":[48],"is":[49,92],"used":[50],"tune":[52],"formulated":[54],"base":[56],"based":[57],"on":[58],"historical":[59],"data.":[60],"The":[61,83],"empirical":[62],"results":[63],"show":[64],"that":[65,96],"could":[69],"capture":[70],"very":[81],"effectively.":[82],"rate":[84],"of":[85,87,97],"return":[86],"proposed":[89],"system":[91],"definitely":[93],"greater":[94],"than":[95],"both":[98],"buy":[99],"hold":[101],"strategy":[102],"traditional":[104],"system.":[107]},"counts_by_year":[],"updated_date":"2026-08-26T07:47:46.906454","created_date":"2025-10-27T00:00:00"}
