{"id":"https://openalex.org/W2566564364","doi":"https://doi.org/10.1007/s11042-016-4159-7","title":"Stock prediction using deep learning","display_name":"Stock prediction using deep learning","publication_year":2016,"publication_date":"2016-12-17","ids":{"openalex":"https://openalex.org/W2566564364","doi":"https://doi.org/10.1007/s11042-016-4159-7","mag":"2566564364"},"language":"en","primary_location":{"id":"doi:10.1007/s11042-016-4159-7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-016-4159-7","pdf_url":null,"source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia Tools and Applications","raw_type":"journal-article"},"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/A5101802483","display_name":"Ritika Singh","orcid":"https://orcid.org/0000-0003-3966-5555"},"institutions":[{"id":"https://openalex.org/I189109744","display_name":"Indian Institute of Technology Dhanbad","ror":"https://ror.org/013v3cc28","country_code":"IN","type":"education","lineage":["https://openalex.org/I189109744"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Ritika Singh","raw_affiliation_strings":["Indian School of Mines, Dhanbad, India"],"raw_orcid":"https://orcid.org/0000-0003-3966-5555","affiliations":[{"raw_affiliation_string":"Indian School of Mines, Dhanbad, India","institution_ids":["https://openalex.org/I189109744"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080885273","display_name":"Shashi Srivastava","orcid":"https://orcid.org/0000-0002-0707-6003"},"institutions":[{"id":"https://openalex.org/I91357014","display_name":"Banaras Hindu University","ror":"https://ror.org/04cdn2797","country_code":"IN","type":"education","lineage":["https://openalex.org/I91357014"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Shashi Srivastava","raw_affiliation_strings":["Faculty of Management Studies, Banaras Hindu University, Varanasi, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Management Studies, Banaras Hindu University, Varanasi, India","institution_ids":["https://openalex.org/I91357014"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5101802483"],"corresponding_institution_ids":["https://openalex.org/I189109744"],"apc_list":null,"apc_paid":null,"fwci":14.5463,"has_fulltext":false,"cited_by_count":340,"citation_normalized_percentile":{"value":0.98986615,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"76","issue":"18","first_page":"18569","last_page":"18584"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","score":0.9998000264167786,"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":0.9998000264167786,"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9950000047683716,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T14319","display_name":"Currency Recognition and Detection","score":0.9912999868392944,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/computer-science","display_name":"Computer science","score":0.8904037475585938},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6574164628982544},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5716811418533325},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.5713779926300049},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5629382729530334},{"id":"https://openalex.org/keywords/stock-market","display_name":"Stock market","score":0.5378109812736511},{"id":"https://openalex.org/keywords/recurrent-neural-network","display_name":"Recurrent neural network","score":0.5376495122909546},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5167579054832458},{"id":"https://openalex.org/keywords/chart","display_name":"Chart","score":0.5037581324577332},{"id":"https://openalex.org/keywords/chaotic","display_name":"Chaotic","score":0.45066818594932556},{"id":"https://openalex.org/keywords/principal-component-analysis","display_name":"Principal component analysis","score":0.4110538363456726},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.38741281628608704},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.32909584045410156},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.08433201909065247}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8904037475585938},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6574164628982544},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5716811418533325},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.5713779926300049},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5629382729530334},{"id":"https://openalex.org/C2780299701","wikidata":"https://www.wikidata.org/wiki/Q475000","display_name":"Stock market","level":3,"score":0.5378109812736511},{"id":"https://openalex.org/C147168706","wikidata":"https://www.wikidata.org/wiki/Q1457734","display_name":"Recurrent neural network","level":3,"score":0.5376495122909546},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5167579054832458},{"id":"https://openalex.org/C190812933","wikidata":"https://www.wikidata.org/wiki/Q28923","display_name":"Chart","level":2,"score":0.5037581324577332},{"id":"https://openalex.org/C2777052490","wikidata":"https://www.wikidata.org/wiki/Q5072826","display_name":"Chaotic","level":2,"score":0.45066818594932556},{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.4110538363456726},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.38741281628608704},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.32909584045410156},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.08433201909065247},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11042-016-4159-7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-016-4159-7","pdf_url":null,"source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia Tools and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4000000059604645,"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W6908809","https://openalex.org/W197206975","https://openalex.org/W1491654721","https://openalex.org/W1541521713","https://openalex.org/W1599184160","https://openalex.org/W1898724844","https://openalex.org/W1965805826","https://openalex.org/W1981276685","https://openalex.org/W2004463884","https://openalex.org/W2007358469","https://openalex.org/W2021664313","https://openalex.org/W2025053102","https://openalex.org/W2033272835","https://openalex.org/W2045001586","https://openalex.org/W2046518101","https://openalex.org/W2059852492","https://openalex.org/W2072289195","https://openalex.org/W2083022762","https://openalex.org/W2085210082","https://openalex.org/W2100495367","https://openalex.org/W2102116870","https://openalex.org/W2106051978","https://openalex.org/W2110485445","https://openalex.org/W2111838090","https://openalex.org/W2120224355","https://openalex.org/W2136516428","https://openalex.org/W2136922672","https://openalex.org/W2138857742","https://openalex.org/W2140833774","https://openalex.org/W2148999633","https://openalex.org/W2163349176","https://openalex.org/W2504751434","https://openalex.org/W2606321545","https://openalex.org/W2618530766","https://openalex.org/W2919115771"],"related_works":["https://openalex.org/W4225394202","https://openalex.org/W4298287631","https://openalex.org/W2953061907","https://openalex.org/W3032952384","https://openalex.org/W3034302643","https://openalex.org/W1847088711","https://openalex.org/W3036642985","https://openalex.org/W2964335273","https://openalex.org/W1889624880","https://openalex.org/W2229372569"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":12},{"year":2025,"cited_by_count":34},{"year":2024,"cited_by_count":39},{"year":2023,"cited_by_count":55},{"year":2022,"cited_by_count":48},{"year":2021,"cited_by_count":61},{"year":2020,"cited_by_count":52},{"year":2019,"cited_by_count":20},{"year":2018,"cited_by_count":14},{"year":2017,"cited_by_count":5}],"updated_date":"2026-05-28T09:10:13.091523","created_date":"2025-10-10T00:00:00"}