{"id":"https://openalex.org/W2236744271","doi":"https://doi.org/10.1016/j.asoc.2014.12.028","title":"A bat-neural network multi-agent system (BNNMAS) for stock price prediction: Case study of DAX stock price","display_name":"A bat-neural network multi-agent system (BNNMAS) for stock price prediction: Case study of DAX stock price","publication_year":2015,"publication_date":"2015-01-08","ids":{"openalex":"https://openalex.org/W2236744271","doi":"https://doi.org/10.1016/j.asoc.2014.12.028","mag":"2236744271"},"language":"en","primary_location":{"id":"doi:10.1016/j.asoc.2014.12.028","doi":"https://doi.org/10.1016/j.asoc.2014.12.028","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.asoc.2014.12.028","pdf_url":null,"source":{"id":"https://openalex.org/S140556538","display_name":"Applied Soft Computing","issn_l":"1568-4946","issn":["1568-4946","1872-9681"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","dongbi-c","jufo-1","ki-jl-1","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":"Applied Soft Computing","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/A5078908212","display_name":"Reza Hafezi","orcid":"https://orcid.org/0000-0003-0070-3737","observed_orcids":["https://orcid.org/0000-0003-0070-3737"]},"institutions":[{"id":"https://openalex.org/I158248296","display_name":"Amirkabir University of Technology","ror":"https://ror.org/04gzbav43","country_code":"IR","type":"education","lineage":["https://openalex.org/I158248296"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Reza Hafezi","raw_affiliation_strings":["Member of Futures Studies Research Institute","Technology Foresight Group, Department of Management, Science and Technology, Amirkabir University of Technology, P.O. Box 15875-4413, Tehran, Iran,"],"raw_orcid":"https://orcid.org/0000-0003-0070-3737","affiliations":[{"raw_affiliation_string":"Member of Futures Studies Research Institute","institution_ids":[]},{"raw_affiliation_string":"Technology Foresight Group, Department of Management, Science and Technology, Amirkabir University of Technology, P.O. Box 15875-4413, Tehran, Iran,","institution_ids":["https://openalex.org/I158248296"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066396818","display_name":"Jamal Shahrabi","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I158248296","display_name":"Amirkabir University of Technology","ror":"https://ror.org/04gzbav43","country_code":"IR","type":"education","lineage":["https://openalex.org/I158248296"]}],"countries":["IR"],"is_corresponding":true,"raw_author_name":"Jamal Shahrabi","raw_affiliation_strings":["Department of Industrial Engineering, Amirkabir University of Technology, P.O. Box 15875-4413, Tehran, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering, Amirkabir University of Technology, P.O. Box 15875-4413, Tehran, Iran","institution_ids":["https://openalex.org/I158248296"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011810327","display_name":"Esmaeil Hadavandi","orcid":"https://orcid.org/0000-0002-0002-3304","observed_orcids":["https://orcid.org/0000-0002-0002-3304"]},"institutions":[{"id":"https://openalex.org/I158248296","display_name":"Amirkabir University of Technology","ror":"https://ror.org/04gzbav43","country_code":"IR","type":"education","lineage":["https://openalex.org/I158248296"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Esmaeil Hadavandi","raw_affiliation_strings":["Department of Industrial Engineering, Amirkabir University of Technology, P.O. Box 15875-4413, Tehran, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering, Amirkabir University of Technology, P.O. Box 15875-4413, Tehran, Iran","institution_ids":["https://openalex.org/I158248296"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5066396818"],"corresponding_institution_ids":["https://openalex.org/I158248296"],"apc_list":{"value":3730,"currency":"USD","value_usd":3730},"apc_paid":null,"fwci":21.6579,"has_fulltext":false,"cited_by_count":175,"citation_normalized_percentile":{"value":0.99547348,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"29","issue":null,"first_page":"196","last_page":"210"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","score":1.0,"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":1.0,"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/T11918","display_name":"Forecasting Techniques and Applications","score":0.0,"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/T10320","display_name":"Neural Networks and Applications","score":0.0,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/stock-price-prediction","display_name":"stock price prediction","score":0.9800000190734863},{"id":"https://openalex.org/keywords/multi-agent-systems","display_name":"multi-agent systems","score":0.9259999990463257},{"id":"https://openalex.org/keywords/dax","display_name":"DAX","score":0.9200000166893005},{"id":"https://openalex.org/keywords/financial-time-series-forecasting","display_name":"financial time series forecasting","score":0.8389999866485596},{"id":"https://openalex.org/keywords/long-term-forecasting","display_name":"long-term forecasting","score":0.7379999756813049},{"id":"https://openalex.org/keywords/genetic-algorithm-neural-network","display_name":"genetic algorithm neural network","score":0.8320000171661377},{"id":"https://openalex.org/keywords/generalized-regression-neural-network","display_name":"generalized regression neural network","score":0.9829999804496765}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6971224546432495},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6857694387435913},{"id":"https://openalex.org/C204036174","wikidata":"https://www.wikidata.org/wiki/Q909380","display_name":"Stock (firearms)","level":2,"score":0.580050528049469},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.5193092226982117},{"id":"https://openalex.org/C2780299701","wikidata":"https://www.wikidata.org/wiki/Q475000","display_name":"Stock market","level":3,"score":0.508958101272583},{"id":"https://openalex.org/C2988984586","wikidata":"https://www.wikidata.org/wiki/Q1020013","display_name":"Stock price","level":3,"score":0.5004849433898926},{"id":"https://openalex.org/C2778300220","wikidata":"https://www.wikidata.org/wiki/Q114380","display_name":"Financial crisis","level":2,"score":0.45687946677207947},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.31708648800849915},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.24317052960395813},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.1034381091594696},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C2780762169","wikidata":"https://www.wikidata.org/wiki/Q5905368","display_name":"Horse","level":2,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.asoc.2014.12.028","doi":"https://doi.org/10.1016/j.asoc.2014.12.028","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.asoc.2014.12.028","pdf_url":null,"source":{"id":"https://openalex.org/S140556538","display_name":"Applied Soft Computing","issn_l":"1568-4946","issn":["1568-4946","1872-9681"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","dongbi-c","jufo-1","ki-jl-1","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":"Applied Soft Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"sustainable_development_goals_aurora":[{"score":0.5199999809265137,"id":"https://metadata.un.org/sdg/17","display_name":"Partnerships for the goals"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":60,"referenced_works":["https://openalex.org/W111321097","https://openalex.org/W1521453928","https://openalex.org/W1525342169","https://openalex.org/W1546763204","https://openalex.org/W1588123328","https://openalex.org/W1592702894","https://openalex.org/W1598997493","https://openalex.org/W1869215669","https://openalex.org/W1965062021","https://openalex.org/W1967408516","https://openalex.org/W1968975103","https://openalex.org/W1972312461","https://openalex.org/W1974304087","https://openalex.org/W1977607648","https://openalex.org/W1979808138","https://openalex.org/W1980458013","https://openalex.org/W1980836123","https://openalex.org/W1984534545","https://openalex.org/W1991843589","https://openalex.org/W1998525833","https://openalex.org/W2004419926","https://openalex.org/W2004463884","https://openalex.org/W2007993943","https://openalex.org/W2008553165","https://openalex.org/W2014524091","https://openalex.org/W2026263244","https://openalex.org/W2037827188","https://openalex.org/W2038155625","https://openalex.org/W2043406008","https://openalex.org/W2045581228","https://openalex.org/W2074302003","https://openalex.org/W2081702909","https://openalex.org/W2085433809","https://openalex.org/W2085998016","https://openalex.org/W2095725905","https://openalex.org/W2095847924","https://openalex.org/W2111786724","https://openalex.org/W2113442785","https://openalex.org/W2117062526","https://openalex.org/W2121367231","https://openalex.org/W2127894084","https://openalex.org/W2129155333","https://openalex.org/W2129978016","https://openalex.org/W2132189439","https://openalex.org/W2137841648","https://openalex.org/W2150156589","https://openalex.org/W2158196600","https://openalex.org/W2161934507","https://openalex.org/W2162389778","https://openalex.org/W2162804204","https://openalex.org/W2277422272","https://openalex.org/W2312478361","https://openalex.org/W2482318024","https://openalex.org/W2504900979","https://openalex.org/W2626054569","https://openalex.org/W2916522504","https://openalex.org/W2963103847","https://openalex.org/W3122207778","https://openalex.org/W4235532159","https://openalex.org/W4236963551"],"related_works":["https://openalex.org/W4312448466","https://openalex.org/W135851637","https://openalex.org/W2272675284","https://openalex.org/W2007993943","https://openalex.org/W7164364562","https://openalex.org/W2306962159","https://openalex.org/W2531102600","https://openalex.org/W2160519722","https://openalex.org/W2884479933","https://openalex.org/W4286007906"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":15},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":17},{"year":2022,"cited_by_count":17},{"year":2021,"cited_by_count":28},{"year":2020,"cited_by_count":14},{"year":2019,"cited_by_count":20},{"year":2018,"cited_by_count":16},{"year":2017,"cited_by_count":15},{"year":2016,"cited_by_count":10},{"year":2015,"cited_by_count":11}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2016-06-24T00:00:00"}