{"id":"https://openalex.org/W4409864097","doi":"https://doi.org/10.1007/978-3-031-83915-3_59","title":"Analyzing the Performance of a Deep Learning-Based Model for Stock Market Trend Prediction","display_name":"Analyzing the Performance of a Deep Learning-Based Model for Stock Market Trend Prediction","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4409864097","doi":"https://doi.org/10.1007/978-3-031-83915-3_59"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-83915-3_59","doi":"https://doi.org/10.1007/978-3-031-83915-3_59","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-83915-3_59","pdf_url":null,"source":{"id":"https://openalex.org/S4210219266","display_name":"Studies in big data","issn_l":"2197-6511","issn":["2197-6511","2197-6503"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core"],"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Big Data","raw_type":"book-chapter"},"volume":{"id":"https://openalex.org/W4409864311","display_name":"Sustainable Data Management"},"type":"book-chapter","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/A5036573531","display_name":"Joji Abey","orcid":"https://orcid.org/0000-0003-4176-3023","observed_orcids":["https://orcid.org/0000-0003-4176-3023"]},"institutions":[{"id":"https://openalex.org/I4210156733","display_name":"Kingdom University","ror":"https://ror.org/04g3hr176","country_code":"BH","type":"education","lineage":["https://openalex.org/I4210156733"]}],"countries":["BH"],"is_corresponding":true,"raw_author_name":"Joji Abey","raw_affiliation_strings":["College of Business Administration, Kingdom University, Riffa, Kingdom of Bahrain"],"raw_orcid":"https://orcid.org/0000-0003-4176-3023","affiliations":[{"raw_affiliation_string":"College of Business Administration, Kingdom University, Riffa, Kingdom of Bahrain","institution_ids":["https://openalex.org/I4210156733"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102689732","display_name":"R. Velmurugan","orcid":"https://orcid.org/0000-0002-9784-7923","observed_orcids":["https://orcid.org/0000-0002-9784-7923"]},"institutions":[{"id":"https://openalex.org/I4210156733","display_name":"Kingdom University","ror":"https://ror.org/04g3hr176","country_code":"BH","type":"education","lineage":["https://openalex.org/I4210156733"]},{"id":"https://openalex.org/I65220239","display_name":"Karpagam Academy of Higher Education","ror":"https://ror.org/00ssvzv66","country_code":"IN","type":"education","lineage":["https://openalex.org/I65220239"]}],"countries":["BH","IN"],"is_corresponding":false,"raw_author_name":"R. Velmurugan","raw_affiliation_strings":["College of Business Administration, Kingdom University, Riffa, Kingdom of Bahrain","Department of Commerce, Karpagam Academy of Higher Education, Coimbatore, Tamilnadu, India"],"raw_orcid":"https://orcid.org/0000-0002-9784-7923","affiliations":[{"raw_affiliation_string":"College of Business Administration, Kingdom University, Riffa, Kingdom of Bahrain","institution_ids":["https://openalex.org/I4210156733"]},{"raw_affiliation_string":"Department of Commerce, Karpagam Academy of Higher Education, Coimbatore, Tamilnadu, India","institution_ids":["https://openalex.org/I65220239"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068634629","display_name":"Zakir Hossen Shaikh","orcid":"https://orcid.org/0000-0003-4733-4166","observed_orcids":["https://orcid.org/0000-0003-4733-4166"]},"institutions":[{"id":"https://openalex.org/I4210156733","display_name":"Kingdom University","ror":"https://ror.org/04g3hr176","country_code":"BH","type":"education","lineage":["https://openalex.org/I4210156733"]}],"countries":["BH"],"is_corresponding":false,"raw_author_name":"Zakir Hossen Shaikh","raw_affiliation_strings":["College of Business Administration, Kingdom University, Riffa, Kingdom of Bahrain"],"raw_orcid":"https://orcid.org/0000-0003-4733-4166","affiliations":[{"raw_affiliation_string":"College of Business Administration, Kingdom University, Riffa, Kingdom of Bahrain","institution_ids":["https://openalex.org/I4210156733"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5036573531"],"corresponding_institution_ids":["https://openalex.org/I4210156733"],"apc_list":null,"apc_paid":null,"fwci":4.3405,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.92920184,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":93,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"717","last_page":"727"},"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/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"}},{"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"}}],"keywords":[{"id":"https://openalex.org/keywords/stock-market-forecasting","display_name":"stock market prediction","score":0.8550000190734863},{"id":"https://openalex.org/keywords/stock-price-prediction","display_name":"stock price prediction","score":0.9380000233650208},{"id":"https://openalex.org/keywords/restricted-boltzmann-machine","display_name":"restricted Boltzmann machine","score":0.859000027179718},{"id":"https://openalex.org/keywords/multilayer-perceptron","display_name":"multilayer perceptron","score":0.972000002861023},{"id":"https://openalex.org/keywords/hybrid-deep-learning","display_name":"hybrid deep learning model","score":0.8360000252723694},{"id":"https://openalex.org/keywords/technical-indicators","display_name":"technical indicators","score":0.8980000019073486},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"feature extraction","score":0.9350000023841858},{"id":"https://openalex.org/keywords/time-series-forecasting","display_name":"time series forecasting","score":0.8109999895095825}],"concepts":[{"id":"https://openalex.org/C2780299701","wikidata":"https://www.wikidata.org/wiki/Q475000","display_name":"Stock market","level":3,"score":0.6349413394927979},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.5510856509208679},{"id":"https://openalex.org/C204036174","wikidata":"https://www.wikidata.org/wiki/Q909380","display_name":"Stock (firearms)","level":2,"score":0.45153293013572693},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4192926287651062},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3620556592941284},{"id":"https://openalex.org/C106159729","wikidata":"https://www.wikidata.org/wiki/Q2294553","display_name":"Financial economics","level":1,"score":0.334430456161499},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.30640724301338196},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.1473349630832672},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","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:10.1007/978-3-031-83915-3_59","doi":"https://doi.org/10.1007/978-3-031-83915-3_59","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-83915-3_59","pdf_url":null,"source":{"id":"https://openalex.org/S4210219266","display_name":"Studies in big data","issn_l":"2197-6511","issn":["2197-6511","2197-6503"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core"],"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Big Data","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W2735454419","https://openalex.org/W2899992493","https://openalex.org/W2994069988","https://openalex.org/W3098262360","https://openalex.org/W3110378470","https://openalex.org/W3126968706","https://openalex.org/W3130456109","https://openalex.org/W4212769018","https://openalex.org/W4220696253","https://openalex.org/W4220942891","https://openalex.org/W4380153409","https://openalex.org/W4380200690"],"related_works":["https://openalex.org/W6911995425","https://openalex.org/W7220274372","https://openalex.org/W7140595872","https://openalex.org/W4390550956","https://openalex.org/W4414392873","https://openalex.org/W7155850437","https://openalex.org/W7212417557","https://openalex.org/W4416923521","https://openalex.org/W4403098948","https://openalex.org/W7202245399"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-11-12T12:28:57.059296","created_date":"2025-04-28T00:00:00"}
