{"id":"https://openalex.org/W3095240402","doi":null,"title":"Deep learning methods application in finance: a review of state of art","display_name":"Deep learning methods application in finance: a review of state of art","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3095240402","mag":"3095240402"},"language":"en","primary_location":{"id":"mag:3095240402","doi":null,"is_oa":false,"landing_page_url":"http://ceur-ws.org/Vol-2698/p10.pdf","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null},"volume":null,"type":"review","is_traditional":true,"indexed_in":[],"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/A5018784708","display_name":"Dovil\u0117 Kuizinien\u0117","orcid":"https://orcid.org/0000-0002-8133-0698","observed_orcids":["https://orcid.org/0000-0002-8133-0698"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Dovil\u0117 Kuizinien\u0117","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-8133-0698","affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5062718839","display_name":"Tomas Krilavi\u010dius","orcid":"https://orcid.org/0000-0001-8509-420X","observed_orcids":["https://orcid.org/0000-0001-8509-420X"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tomas Krilavi\u010dius","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0915,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.3440367,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":93},"biblio":{"volume":null,"issue":null,"first_page":"59","last_page":"69"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","score":0.9868000149726868,"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":0.9868000149726868,"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/T11995","display_name":"FinTech, Crowdfunding, Digital Finance","score":0.0017000000225380063,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.0012000000569969416,"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/deep-learning","display_name":"deep learning","score":0.9789999723434448},{"id":"https://openalex.org/keywords/financial-applications","display_name":"financial applications","score":0.7419999837875366},{"id":"https://openalex.org/keywords/financial-forecasting","display_name":"financial forecasting","score":0.5170000195503235},{"id":"https://openalex.org/keywords/financial-risk-management","display_name":"financial risk management","score":0.640999972820282},{"id":"https://openalex.org/keywords/state-of-the-art","display_name":"state of the art","score":0.6140000224113464}],"concepts":[{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.511328399181366},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4108372926712036},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3610149025917053},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.3505088686943054},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.27199700474739075},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"mag:3095240402","doi":null,"is_oa":false,"landing_page_url":"http://ceur-ws.org/Vol-2698/p10.pdf","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W2058996406","https://openalex.org/W2164587673","https://openalex.org/W2560858617","https://openalex.org/W2609880332","https://openalex.org/W2625858940","https://openalex.org/W2762776925","https://openalex.org/W2783616455","https://openalex.org/W2793379494","https://openalex.org/W2804149334","https://openalex.org/W2810819803","https://openalex.org/W2889295492","https://openalex.org/W2896710114","https://openalex.org/W2896769958","https://openalex.org/W2899044488","https://openalex.org/W2900967578","https://openalex.org/W2919889842","https://openalex.org/W2922120529","https://openalex.org/W2966861509","https://openalex.org/W2969799658","https://openalex.org/W2969890106","https://openalex.org/W2974181782","https://openalex.org/W2980857540","https://openalex.org/W2980996168","https://openalex.org/W2981851313","https://openalex.org/W2984765964","https://openalex.org/W2985267475","https://openalex.org/W2996016330","https://openalex.org/W2996149946","https://openalex.org/W2999807795"],"related_works":["https://openalex.org/W3049389858","https://openalex.org/W6903969122","https://openalex.org/W2617567983","https://openalex.org/W279813399","https://openalex.org/W3131547649","https://openalex.org/W2945598942","https://openalex.org/W3005892455","https://openalex.org/W3125571552","https://openalex.org/W6960060328","https://openalex.org/W7018321926"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2020-11-09T00:00:00"}
