{"id":"https://openalex.org/W4226072956","doi":"https://doi.org/10.1007/978-981-16-9573-5_31","title":"Training a Multilayer Perception for Modeling Stock Price Index Predictions Using Modified Whale Optimization Algorithm","display_name":"Training a Multilayer Perception for Modeling Stock Price Index Predictions Using Modified Whale Optimization Algorithm","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4226072956","doi":"https://doi.org/10.1007/978-981-16-9573-5_31"},"language":"en","primary_location":{"id":"doi:10.1007/978-981-16-9573-5_31","doi":"https://doi.org/10.1007/978-981-16-9573-5_31","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-16-9573-5_31","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","raw_type":"book-chapter"},"volume":{"id":"https://openalex.org/W4226025595","display_name":"Computational Vision and Bio-Inspired Computing"},"type":"book-chapter","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/A5064081550","display_name":"Neboj\u0161a Ba\u010danin","orcid":"https://orcid.org/0000-0002-2062-924X","observed_orcids":["https://orcid.org/0000-0002-2062-924X"]},"institutions":[{"id":"https://openalex.org/I170253739","display_name":"Singidunum University","ror":"https://ror.org/017v7rz39","country_code":"RS","type":"education","lineage":["https://openalex.org/I170253739"]}],"countries":["RS"],"is_corresponding":true,"raw_author_name":"Nebojsa Bacanin","raw_affiliation_strings":["Singidunum University, Danijelova 32, Belgrade, Serbia"],"raw_orcid":"https://orcid.org/0000-0002-2062-924X","affiliations":[{"raw_affiliation_string":"Singidunum University, Danijelova 32, Belgrade, Serbia","institution_ids":["https://openalex.org/I170253739"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072469505","display_name":"Miodrag Z. Zivkovic","orcid":"https://orcid.org/0000-0002-4351-068X","observed_orcids":["https://orcid.org/0000-0002-4351-068X"]},"institutions":[{"id":"https://openalex.org/I170253739","display_name":"Singidunum University","ror":"https://ror.org/017v7rz39","country_code":"RS","type":"education","lineage":["https://openalex.org/I170253739"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Miodrag Zivkovic","raw_affiliation_strings":["Singidunum University, Danijelova 32, Belgrade, Serbia"],"raw_orcid":"https://orcid.org/0000-0002-4351-068X","affiliations":[{"raw_affiliation_string":"Singidunum University, Danijelova 32, Belgrade, Serbia","institution_ids":["https://openalex.org/I170253739"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068911769","display_name":"Luka Jovanovi\u0107","orcid":"https://orcid.org/0000-0001-9402-7391","observed_orcids":["https://orcid.org/0000-0001-9402-7391"]},"institutions":[{"id":"https://openalex.org/I170253739","display_name":"Singidunum University","ror":"https://ror.org/017v7rz39","country_code":"RS","type":"education","lineage":["https://openalex.org/I170253739"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Luka Jovanovic","raw_affiliation_strings":["Singidunum University, Danijelova 32, Belgrade, Serbia"],"raw_orcid":"https://orcid.org/0000-0001-9402-7391","affiliations":[{"raw_affiliation_string":"Singidunum University, Danijelova 32, Belgrade, Serbia","institution_ids":["https://openalex.org/I170253739"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049813458","display_name":"Milica Ivanovic","orcid":"https://orcid.org/0000-0002-2064-2209","observed_orcids":["https://orcid.org/0000-0002-2064-2209"]},"institutions":[{"id":"https://openalex.org/I170253739","display_name":"Singidunum University","ror":"https://ror.org/017v7rz39","country_code":"RS","type":"education","lineage":["https://openalex.org/I170253739"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Milica Ivanovic","raw_affiliation_strings":["Singidunum University, Danijelova 32, Belgrade, Serbia"],"raw_orcid":"https://orcid.org/0000-0002-2064-2209","affiliations":[{"raw_affiliation_string":"Singidunum University, Danijelova 32, Belgrade, Serbia","institution_ids":["https://openalex.org/I170253739"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065801825","display_name":"Tarik Ahmed Rashid","orcid":"https://orcid.org/0000-0002-8661-258X","observed_orcids":["https://orcid.org/0000-0002-8661-258X"]},"institutions":[{"id":"https://openalex.org/I3151615967","display_name":"University of Kurdistan Hewler","ror":"https://ror.org/00268wk31","country_code":"IQ","type":"education","lineage":["https://openalex.org/I3151615967"]}],"countries":["IQ"],"is_corresponding":false,"raw_author_name":"Tarik A. Rashid","raw_affiliation_strings":["Computer Science and Engineering Department, University of Kurdistan Hewler, Erbil, Kurdistan Regional Government, Iraq"],"raw_orcid":"https://orcid.org/0000-0002-8661-258X","affiliations":[{"raw_affiliation_string":"Computer Science and Engineering Department, University of Kurdistan Hewler, Erbil, Kurdistan Regional Government, Iraq","institution_ids":["https://openalex.org/I3151615967"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5064081550"],"corresponding_institution_ids":["https://openalex.org/I170253739"],"apc_list":null,"apc_paid":null,"fwci":31.7294,"has_fulltext":false,"cited_by_count":39,"citation_normalized_percentile":{"value":0.99698211,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"415","last_page":"430"},"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/T11490","display_name":"Hydrological Forecasting Using AI","score":0.0,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/stock-index-forecasting","display_name":"stock index forecasting","score":0.7979999780654907},{"id":"https://openalex.org/keywords/stock-market-forecasting","display_name":"stock market prediction","score":0.7879999876022339},{"id":"https://openalex.org/keywords/multilayer-perceptron","display_name":"multilayer perceptron","score":0.9039999842643738},{"id":"https://openalex.org/keywords/whale-optimization-algorithm","display_name":"whale optimization algorithm","score":0.9380000233650208},{"id":"https://openalex.org/keywords/borsa-istanbul-100-index","display_name":"Borsa Istanbul 100 index","score":0.9700000286102295},{"id":"https://openalex.org/keywords/technical-indicators","display_name":"technical indicators","score":0.9860000014305115},{"id":"https://openalex.org/keywords/activation-functions","display_name":"activation functions","score":0.6029999852180481},{"id":"https://openalex.org/keywords/tanh-activation","display_name":"tanh activation","score":0.6209999918937683}],"concepts":[{"id":"https://openalex.org/C2780299701","wikidata":"https://www.wikidata.org/wiki/Q475000","display_name":"Stock market","level":3,"score":0.6319248676300049},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5436567068099976},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.540285587310791},{"id":"https://openalex.org/C88389905","wikidata":"https://www.wikidata.org/wiki/Q223371","display_name":"Stock market index","level":4,"score":0.46138861775398254},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43586939573287964},{"id":"https://openalex.org/C204036174","wikidata":"https://www.wikidata.org/wiki/Q909380","display_name":"Stock (firearms)","level":2,"score":0.42883551120758057},{"id":"https://openalex.org/C2777382242","wikidata":"https://www.wikidata.org/wiki/Q6017816","display_name":"Index (typography)","level":2,"score":0.4142792224884033},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4014572501182556},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.33536678552627563},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.20735996961593628},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12062358856201172},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.10708561539649963},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","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/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-981-16-9573-5_31","doi":"https://doi.org/10.1007/978-981-16-9573-5_31","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-16-9573-5_31","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W333233685","https://openalex.org/W341879454","https://openalex.org/W624126003","https://openalex.org/W855508711","https://openalex.org/W1523741643","https://openalex.org/W1965062021","https://openalex.org/W1980836123","https://openalex.org/W1995456904","https://openalex.org/W2012079387","https://openalex.org/W2025053102","https://openalex.org/W2061438946","https://openalex.org/W2143560894","https://openalex.org/W2152195021","https://openalex.org/W2157833270","https://openalex.org/W2236744271","https://openalex.org/W2290883490","https://openalex.org/W2316286409","https://openalex.org/W2344175847","https://openalex.org/W2345563409","https://openalex.org/W2517600007","https://openalex.org/W2784246028","https://openalex.org/W2919979744","https://openalex.org/W2928751487","https://openalex.org/W2952822558","https://openalex.org/W3003976313","https://openalex.org/W3009351641","https://openalex.org/W3039222266","https://openalex.org/W3041675466","https://openalex.org/W3041850017","https://openalex.org/W3045832254","https://openalex.org/W3047928395","https://openalex.org/W3049090132","https://openalex.org/W3096278480","https://openalex.org/W3114266307","https://openalex.org/W3132384190","https://openalex.org/W3148089430","https://openalex.org/W3155391752","https://openalex.org/W3164271353","https://openalex.org/W3171374279","https://openalex.org/W3185940647","https://openalex.org/W3188490036","https://openalex.org/W3190587719","https://openalex.org/W3196202912","https://openalex.org/W3201862471","https://openalex.org/W4292083457"],"related_works":["https://openalex.org/W3096278480","https://openalex.org/W7109226268","https://openalex.org/W3200533331","https://openalex.org/W4409386859","https://openalex.org/W6907751796","https://openalex.org/W3160273316","https://openalex.org/W4400205858","https://openalex.org/W2477713545","https://openalex.org/W4391546056","https://openalex.org/W4289516675"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":12},{"year":2023,"cited_by_count":18},{"year":2022,"cited_by_count":1}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2022-05-05T00:00:00"}