{"id":"https://openalex.org/W4406146381","doi":"https://doi.org/10.1007/s42979-024-03611-9","title":"Optimized Deep Learning Framework for Cryptocurrency Price Prediction","display_name":"Optimized Deep Learning Framework for Cryptocurrency Price Prediction","publication_year":2025,"publication_date":"2025-01-07","ids":{"openalex":"https://openalex.org/W4406146381","doi":"https://doi.org/10.1007/s42979-024-03611-9"},"language":"en","primary_location":{"id":"doi:10.1007/s42979-024-03611-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s42979-024-03611-9","pdf_url":null,"source":{"id":"https://openalex.org/S4210174798","display_name":"SN Computer Science","issn_l":"2661-8907","issn":["2661-8907","2662-995X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SN Computer Science","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/A5033564090","display_name":"Rudresh Deepak Shirwaikar","orcid":"https://orcid.org/0000-0002-4688-0512"},"institutions":[{"id":"https://openalex.org/I4210112052","display_name":"Indian Institute of Technology Goa","ror":"https://ror.org/02v7trd43","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210112052"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Rudresh Shirwaikar","raw_affiliation_strings":["Agnel Institute of Technology and Design, Computer Engineering, Mapusa, Goa, India"],"affiliations":[{"raw_affiliation_string":"Agnel Institute of Technology and Design, Computer Engineering, Mapusa, Goa, India","institution_ids":["https://openalex.org/I4210112052"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110232277","display_name":"Sagar Naik","orcid":null},"institutions":[{"id":"https://openalex.org/I4210112052","display_name":"Indian Institute of Technology Goa","ror":"https://ror.org/02v7trd43","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210112052"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sagar Naik","raw_affiliation_strings":["Agnel Institute of Technology and Design, Computer Engineering, Mapusa, Goa, India"],"affiliations":[{"raw_affiliation_string":"Agnel Institute of Technology and Design, Computer Engineering, Mapusa, Goa, India","institution_ids":["https://openalex.org/I4210112052"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115800906","display_name":"Abiya Pardeshi","orcid":null},"institutions":[{"id":"https://openalex.org/I4210112052","display_name":"Indian Institute of Technology Goa","ror":"https://ror.org/02v7trd43","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210112052"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Abiya Pardeshi","raw_affiliation_strings":["Agnel Institute of Technology and Design, Computer Engineering, Mapusa, Goa, India"],"affiliations":[{"raw_affiliation_string":"Agnel Institute of Technology and Design, Computer Engineering, Mapusa, Goa, India","institution_ids":["https://openalex.org/I4210112052"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115800907","display_name":"Sailee Manjrekar","orcid":null},"institutions":[{"id":"https://openalex.org/I4210112052","display_name":"Indian Institute of Technology Goa","ror":"https://ror.org/02v7trd43","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210112052"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sailee Manjrekar","raw_affiliation_strings":["Agnel Institute of Technology and Design, Computer Engineering, Mapusa, Goa, India"],"affiliations":[{"raw_affiliation_string":"Agnel Institute of Technology and Design, Computer Engineering, Mapusa, Goa, India","institution_ids":["https://openalex.org/I4210112052"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062610747","display_name":"Yash Shetye","orcid":null},"institutions":[{"id":"https://openalex.org/I4210112052","display_name":"Indian Institute of Technology Goa","ror":"https://ror.org/02v7trd43","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210112052"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Yash Shetye","raw_affiliation_strings":["Agnel Institute of Technology and Design, Computer Engineering, Mapusa, Goa, India"],"affiliations":[{"raw_affiliation_string":"Agnel Institute of Technology and Design, Computer Engineering, Mapusa, Goa, India","institution_ids":["https://openalex.org/I4210112052"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115800908","display_name":"Siddhesh Dhargalkar","orcid":null},"institutions":[{"id":"https://openalex.org/I4210112052","display_name":"Indian Institute of Technology Goa","ror":"https://ror.org/02v7trd43","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210112052"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Siddhesh Dhargalkar","raw_affiliation_strings":["Agnel Institute of Technology and Design, Computer Engineering, Mapusa, Goa, India"],"affiliations":[{"raw_affiliation_string":"Agnel Institute of Technology and Design, Computer Engineering, Mapusa, Goa, India","institution_ids":["https://openalex.org/I4210112052"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5115800909","display_name":"Ritvik Madkaikar","orcid":null},"institutions":[{"id":"https://openalex.org/I4210112052","display_name":"Indian Institute of Technology Goa","ror":"https://ror.org/02v7trd43","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210112052"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ritvik Madkaikar","raw_affiliation_strings":["Agnel Institute of Technology and Design, Computer Engineering, Mapusa, Goa, India"],"affiliations":[{"raw_affiliation_string":"Agnel Institute of Technology and Design, Computer Engineering, Mapusa, Goa, India","institution_ids":["https://openalex.org/I4210112052"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5033564090"],"corresponding_institution_ids":["https://openalex.org/I4210112052"],"apc_list":{"value":2290,"currency":"EUR","value_usd":2890},"apc_paid":null,"fwci":6.9802,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.95261554,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"6","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10270","display_name":"Blockchain Technology Applications and Security","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10270","display_name":"Blockchain Technology Applications and Security","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T11326","display_name":"Stock Market Forecasting Methods","score":0.9984999895095825,"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/T11059","display_name":"Market Dynamics and Volatility","score":0.995199978351593,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/cryptocurrency","display_name":"Cryptocurrency","score":0.9632487893104553},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.563988983631134},{"id":"https://openalex.org/keywords/currency","display_name":"Currency","score":0.5362410545349121},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5085498094558716},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5043748617172241},{"id":"https://openalex.org/keywords/digital-currency","display_name":"Digital currency","score":0.4845947027206421},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.47948774695396423},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4744639992713928},{"id":"https://openalex.org/keywords/long-short-term-memory","display_name":"Long short term memory","score":0.46150094270706177},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4051193594932556},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.32875943183898926},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.32725435495376587},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3201579451560974},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.22049567103385925},{"id":"https://openalex.org/keywords/recurrent-neural-network","display_name":"Recurrent neural network","score":0.1411328911781311},{"id":"https://openalex.org/keywords/monetary-economics","display_name":"Monetary economics","score":0.08587643504142761}],"concepts":[{"id":"https://openalex.org/C180706569","wikidata":"https://www.wikidata.org/wiki/Q13479982","display_name":"Cryptocurrency","level":2,"score":0.9632487893104553},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.563988983631134},{"id":"https://openalex.org/C141121606","wikidata":"https://www.wikidata.org/wiki/Q8142","display_name":"Currency","level":2,"score":0.5362410545349121},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5085498094558716},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5043748617172241},{"id":"https://openalex.org/C48220719","wikidata":"https://www.wikidata.org/wiki/Q10836209","display_name":"Digital currency","level":3,"score":0.4845947027206421},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.47948774695396423},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4744639992713928},{"id":"https://openalex.org/C133488467","wikidata":"https://www.wikidata.org/wiki/Q6673524","display_name":"Long short term memory","level":4,"score":0.46150094270706177},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4051193594932556},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.32875943183898926},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.32725435495376587},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3201579451560974},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.22049567103385925},{"id":"https://openalex.org/C147168706","wikidata":"https://www.wikidata.org/wiki/Q1457734","display_name":"Recurrent neural network","level":3,"score":0.1411328911781311},{"id":"https://openalex.org/C556758197","wikidata":"https://www.wikidata.org/wiki/Q580018","display_name":"Monetary economics","level":1,"score":0.08587643504142761},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s42979-024-03611-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s42979-024-03611-9","pdf_url":null,"source":{"id":"https://openalex.org/S4210174798","display_name":"SN Computer Science","issn_l":"2661-8907","issn":["2661-8907","2662-995X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SN Computer Science","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8","score":0.44999998807907104}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W2976581604","https://openalex.org/W3037583678","https://openalex.org/W3081572486","https://openalex.org/W3202074074","https://openalex.org/W3202487136","https://openalex.org/W4226185762","https://openalex.org/W4281562309","https://openalex.org/W4281764785","https://openalex.org/W4306406940","https://openalex.org/W4308652333","https://openalex.org/W4313128928","https://openalex.org/W4372107481","https://openalex.org/W4379469738","https://openalex.org/W4387623861","https://openalex.org/W6929181757"],"related_works":["https://openalex.org/W4365797016","https://openalex.org/W4399705208","https://openalex.org/W3215635167","https://openalex.org/W4280585582","https://openalex.org/W1950719656","https://openalex.org/W2913682208","https://openalex.org/W4313465241","https://openalex.org/W3194174502","https://openalex.org/W4388915157","https://openalex.org/W3184163161"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
