{"id":"https://openalex.org/W4390782500","doi":"https://doi.org/10.1007/978-3-031-48981-5_4","title":"Multivariate Bitcoin Price Prediction Based on Tuned Bidirectional Long Short-Term Memory Network and\u00a0Enhanced Reptile Search Algorithm","display_name":"Multivariate Bitcoin Price Prediction Based on Tuned Bidirectional Long Short-Term Memory Network and\u00a0Enhanced Reptile Search Algorithm","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4390782500","doi":"https://doi.org/10.1007/978-3-031-48981-5_4"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-48981-5_4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-48981-5_4","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},"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/A5006488537","display_name":"Ivana Strumberger","orcid":"https://orcid.org/0000-0002-1154-6696"},"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":"Ivana Strumberger","raw_affiliation_strings":["Singidunum University, Danijelova 32, 11000, Belgrade, Serbia"],"affiliations":[{"raw_affiliation_string":"Singidunum University, Danijelova 32, 11000, Belgrade, Serbia","institution_ids":["https://openalex.org/I170253739"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072469505","display_name":"Miodrag \u017divkovi\u0107","orcid":"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, 11000, Belgrade, Serbia"],"affiliations":[{"raw_affiliation_string":"Singidunum University, Danijelova 32, 11000, Belgrade, Serbia","institution_ids":["https://openalex.org/I170253739"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075868423","display_name":"Venkat Ram Raj Thumiki","orcid":"https://orcid.org/0000-0003-1908-8295"},"institutions":[{"id":"https://openalex.org/I4210131232","display_name":"Modern College of Business and Science","ror":"https://ror.org/02hvzvg02","country_code":"OM","type":"education","lineage":["https://openalex.org/I4210131232"]}],"countries":["OM"],"is_corresponding":false,"raw_author_name":"Venkat Ram Raj Thumiki","raw_affiliation_strings":["Modern College of Business and Science, Muscat, Oman"],"affiliations":[{"raw_affiliation_string":"Modern College of Business and Science, Muscat, Oman","institution_ids":["https://openalex.org/I4210131232"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101406728","display_name":"Aleksandar Djordjevic","orcid":"https://orcid.org/0000-0001-9666-5477"},"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":"Aleksandar Djordjevic","raw_affiliation_strings":["Singidunum University, Danijelova 32, 11000, Belgrade, Serbia"],"affiliations":[{"raw_affiliation_string":"Singidunum University, Danijelova 32, 11000, Belgrade, Serbia","institution_ids":["https://openalex.org/I170253739"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057309738","display_name":"Jelena Gaji\u0107","orcid":"https://orcid.org/0000-0001-9107-5398"},"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":"Jelena Gajic","raw_affiliation_strings":["Singidunum University, Danijelova 32, 11000, Belgrade, Serbia"],"affiliations":[{"raw_affiliation_string":"Singidunum University, Danijelova 32, 11000, Belgrade, Serbia","institution_ids":["https://openalex.org/I170253739"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064081550","display_name":"Neboj\u0161a Ba\u010danin","orcid":"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":false,"raw_author_name":"Nebojsa Bacanin","raw_affiliation_strings":["Singidunum University, Danijelova 32, 11000, Belgrade, Serbia"],"affiliations":[{"raw_affiliation_string":"Singidunum University, Danijelova 32, 11000, Belgrade, Serbia","institution_ids":["https://openalex.org/I170253739"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5006488537"],"corresponding_institution_ids":["https://openalex.org/I170253739"],"apc_list":null,"apc_paid":null,"fwci":7.6965,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.97583,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"38","last_page":"52"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10270","display_name":"Blockchain Technology Applications and Security","score":0.9987999796867371,"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":0.9987999796867371,"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":0.9955999851226807,"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":0.9869999885559082,"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/computer-science","display_name":"Computer science","score":0.6629379987716675},{"id":"https://openalex.org/keywords/competitor-analysis","display_name":"Competitor analysis","score":0.5756653547286987},{"id":"https://openalex.org/keywords/volatility","display_name":"Volatility (finance)","score":0.5748738050460815},{"id":"https://openalex.org/keywords/closing","display_name":"Closing (real estate)","score":0.5205612778663635},{"id":"https://openalex.org/keywords/cryptocurrency","display_name":"Cryptocurrency","score":0.5199252963066101},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.46172967553138733},{"id":"https://openalex.org/keywords/index","display_name":"Index (typography)","score":0.4585244059562683},{"id":"https://openalex.org/keywords/asset","display_name":"Asset (computer security)","score":0.45148828625679016},{"id":"https://openalex.org/keywords/multivariate-statistics","display_name":"Multivariate statistics","score":0.43225085735321045},{"id":"https://openalex.org/keywords/long-short-term-memory","display_name":"Long short term memory","score":0.4205417335033417},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.41098758578300476},{"id":"https://openalex.org/keywords/database-transaction","display_name":"Database transaction","score":0.41081053018569946},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32073384523391724},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3204779028892517},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.28832170367240906},{"id":"https://openalex.org/keywords/finance","display_name":"Finance","score":0.2604278326034546},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.22993972897529602},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.14827540516853333},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.08776599168777466}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6629379987716675},{"id":"https://openalex.org/C127576917","wikidata":"https://www.wikidata.org/wiki/Q624630","display_name":"Competitor analysis","level":2,"score":0.5756653547286987},{"id":"https://openalex.org/C91602232","wikidata":"https://www.wikidata.org/wiki/Q756115","display_name":"Volatility (finance)","level":2,"score":0.5748738050460815},{"id":"https://openalex.org/C2778775528","wikidata":"https://www.wikidata.org/wiki/Q5135432","display_name":"Closing (real estate)","level":2,"score":0.5205612778663635},{"id":"https://openalex.org/C180706569","wikidata":"https://www.wikidata.org/wiki/Q13479982","display_name":"Cryptocurrency","level":2,"score":0.5199252963066101},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.46172967553138733},{"id":"https://openalex.org/C2777382242","wikidata":"https://www.wikidata.org/wiki/Q6017816","display_name":"Index (typography)","level":2,"score":0.4585244059562683},{"id":"https://openalex.org/C76178495","wikidata":"https://www.wikidata.org/wiki/Q4808784","display_name":"Asset (computer security)","level":2,"score":0.45148828625679016},{"id":"https://openalex.org/C161584116","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate statistics","level":2,"score":0.43225085735321045},{"id":"https://openalex.org/C133488467","wikidata":"https://www.wikidata.org/wiki/Q6673524","display_name":"Long short term memory","level":4,"score":0.4205417335033417},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.41098758578300476},{"id":"https://openalex.org/C75949130","wikidata":"https://www.wikidata.org/wiki/Q848010","display_name":"Database transaction","level":2,"score":0.41081053018569946},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32073384523391724},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3204779028892517},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.28832170367240906},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.2604278326034546},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.22993972897529602},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.14827540516853333},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.08776599168777466},{"id":"https://openalex.org/C147168706","wikidata":"https://www.wikidata.org/wiki/Q1457734","display_name":"Recurrent neural network","level":3,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-48981-5_4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-48981-5_4","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W2144317842","https://openalex.org/W2232317135","https://openalex.org/W2573137292","https://openalex.org/W2773049109","https://openalex.org/W2919979744","https://openalex.org/W2921917752","https://openalex.org/W2980956991","https://openalex.org/W3002953053","https://openalex.org/W3007471723","https://openalex.org/W3036722537","https://openalex.org/W3036910872","https://openalex.org/W3047794173","https://openalex.org/W3049090132","https://openalex.org/W3114266307","https://openalex.org/W3119051141","https://openalex.org/W3138861928","https://openalex.org/W3158053678","https://openalex.org/W3180891084","https://openalex.org/W3210423398","https://openalex.org/W3212797097","https://openalex.org/W4210306814","https://openalex.org/W4226026750","https://openalex.org/W4226072956","https://openalex.org/W4229597740","https://openalex.org/W4283721511","https://openalex.org/W4290719317","https://openalex.org/W4298191369","https://openalex.org/W4308509827","https://openalex.org/W4318831034"],"related_works":["https://openalex.org/W4366411693","https://openalex.org/W3211641817","https://openalex.org/W3164717803","https://openalex.org/W4389915954","https://openalex.org/W3123387860","https://openalex.org/W3109867883","https://openalex.org/W2957710009","https://openalex.org/W3115531728","https://openalex.org/W4205096204","https://openalex.org/W4316659574"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":2}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}