{"id":"https://openalex.org/W4317810513","doi":"https://doi.org/10.1007/978-3-031-23492-7_12","title":"ARIMA for\u00a0Short-Term and\u00a0LSTM for\u00a0Long-Term in\u00a0Daily Bitcoin Price Prediction","display_name":"ARIMA for\u00a0Short-Term and\u00a0LSTM for\u00a0Long-Term in\u00a0Daily Bitcoin Price Prediction","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4317810513","doi":"https://doi.org/10.1007/978-3-031-23492-7_12"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-23492-7_12","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-23492-7_12","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"Lecture Notes in Computer 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/A5012259174","display_name":"Tr\u1ea7n Kim To\u1ea1i","orcid":"https://orcid.org/0000-0003-4740-5059"},"institutions":[{"id":"https://openalex.org/I142208455","display_name":"VSB - Technical University of Ostrava","ror":"https://ror.org/05x8mcb75","country_code":"CZ","type":"education","lineage":["https://openalex.org/I142208455"]},{"id":"https://openalex.org/I4210148201","display_name":"Ho Chi Minh City University of Technology and Education","ror":"https://ror.org/05hzn5427","country_code":"VN","type":"education","lineage":["https://openalex.org/I4210148201"]}],"countries":["CZ","VN"],"is_corresponding":true,"raw_author_name":"Tran Kim Toai","raw_affiliation_strings":["Department of Computer Science, Faculty of Electrical Engineering and Computer Science, VSB-Technical University of Ostrava, 17. Listopadu 2172/15, 708 00, Ostrava-Poruba, Czech Republic","Ho Chi Minh University of Technology Education, No 1 Vo Van Ngan Street, Linh Chieu Ward, Thu Duc City, Vietnam"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Faculty of Electrical Engineering and Computer Science, VSB-Technical University of Ostrava, 17. Listopadu 2172/15, 708 00, Ostrava-Poruba, Czech Republic","institution_ids":["https://openalex.org/I142208455"]},{"raw_affiliation_string":"Ho Chi Minh University of Technology Education, No 1 Vo Van Ngan Street, Linh Chieu Ward, Thu Duc City, Vietnam","institution_ids":["https://openalex.org/I4210148201"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020231952","display_name":"Roman \u0160enke\u0159\u00edk","orcid":"https://orcid.org/0000-0002-5839-4263"},"institutions":[{"id":"https://openalex.org/I165737746","display_name":"Tomas Bata University in Zl\u00edn","ror":"https://ror.org/04nayfw11","country_code":"CZ","type":"education","lineage":["https://openalex.org/I165737746"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Roman Senkerik","raw_affiliation_strings":["Faculty of Applied Informatics, Tomas Bata University in Zlin, T. G. Masaryka 5555, 760 01, Zlin, Czech Republic"],"affiliations":[{"raw_affiliation_string":"Faculty of Applied Informatics, Tomas Bata University in Zlin, T. G. Masaryka 5555, 760 01, Zlin, Czech Republic","institution_ids":["https://openalex.org/I165737746"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112882476","display_name":"Ivan Zelinka","orcid":null},"institutions":[{"id":"https://openalex.org/I142208455","display_name":"VSB - Technical University of Ostrava","ror":"https://ror.org/05x8mcb75","country_code":"CZ","type":"education","lineage":["https://openalex.org/I142208455"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Ivan Zelinka","raw_affiliation_strings":["Department of Computer Science, Faculty of Electrical Engineering and Computer Science, VSB-Technical University of Ostrava, 17. Listopadu 2172/15, 708 00, Ostrava-Poruba, Czech Republic"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Faculty of Electrical Engineering and Computer Science, VSB-Technical University of Ostrava, 17. Listopadu 2172/15, 708 00, Ostrava-Poruba, Czech Republic","institution_ids":["https://openalex.org/I142208455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091461315","display_name":"Adam Ulrich","orcid":"https://orcid.org/0000-0001-6935-8244"},"institutions":[{"id":"https://openalex.org/I165737746","display_name":"Tomas Bata University in Zl\u00edn","ror":"https://ror.org/04nayfw11","country_code":"CZ","type":"education","lineage":["https://openalex.org/I165737746"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Adam Ulrich","raw_affiliation_strings":["Faculty of Applied Informatics, Tomas Bata University in Zlin, T. G. Masaryka 5555, 760 01, Zlin, Czech Republic"],"affiliations":[{"raw_affiliation_string":"Faculty of Applied Informatics, Tomas Bata University in Zlin, T. G. Masaryka 5555, 760 01, Zlin, Czech Republic","institution_ids":["https://openalex.org/I165737746"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088658675","display_name":"V\u00f5 Th\u1ecb H\u1ea1nh","orcid":"https://orcid.org/0009-0003-0730-7523"},"institutions":[{"id":"https://openalex.org/I4210148201","display_name":"Ho Chi Minh City University of Technology and Education","ror":"https://ror.org/05hzn5427","country_code":"VN","type":"education","lineage":["https://openalex.org/I4210148201"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Vo Thi Xuan Hanh","raw_affiliation_strings":["Ho Chi Minh University of Technology Education, No 1 Vo Van Ngan Street, Linh Chieu Ward, Thu Duc City, Vietnam"],"affiliations":[{"raw_affiliation_string":"Ho Chi Minh University of Technology Education, No 1 Vo Van Ngan Street, Linh Chieu Ward, Thu Duc City, Vietnam","institution_ids":["https://openalex.org/I4210148201"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009984562","display_name":"V\u00f5 Minh Hu\u00e2n","orcid":null},"institutions":[{"id":"https://openalex.org/I4210148201","display_name":"Ho Chi Minh City University of Technology and Education","ror":"https://ror.org/05hzn5427","country_code":"VN","type":"education","lineage":["https://openalex.org/I4210148201"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Vo Minh Huan","raw_affiliation_strings":["Ho Chi Minh University of Technology Education, No 1 Vo Van Ngan Street, Linh Chieu Ward, Thu Duc City, Vietnam"],"affiliations":[{"raw_affiliation_string":"Ho Chi Minh University of Technology Education, No 1 Vo Van Ngan Street, Linh Chieu Ward, Thu Duc City, Vietnam","institution_ids":["https://openalex.org/I4210148201"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5012259174"],"corresponding_institution_ids":["https://openalex.org/I142208455","https://openalex.org/I4210148201"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":8.5874,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.98561151,"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":"131","last_page":"143"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","score":0.9991999864578247,"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":0.9991999864578247,"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/T10270","display_name":"Blockchain Technology Applications and Security","score":0.9973000288009644,"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/T11052","display_name":"Energy Load and Power Forecasting","score":0.9909999966621399,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/autoregressive-integrated-moving-average","display_name":"Autoregressive integrated moving average","score":0.960354208946228},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7452003359794617},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.7159896492958069},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.6721993088722229},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.6125941872596741},{"id":"https://openalex.org/keywords/autoregressive-model","display_name":"Autoregressive model","score":0.516827404499054},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5003094673156738},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.478021502494812},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4144595265388489},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.2985191345214844},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10981085896492004}],"concepts":[{"id":"https://openalex.org/C24338571","wikidata":"https://www.wikidata.org/wiki/Q2566298","display_name":"Autoregressive integrated moving average","level":3,"score":0.960354208946228},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7452003359794617},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.7159896492958069},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.6721993088722229},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.6125941872596741},{"id":"https://openalex.org/C159877910","wikidata":"https://www.wikidata.org/wiki/Q2202883","display_name":"Autoregressive model","level":2,"score":0.516827404499054},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5003094673156738},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.478021502494812},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4144595265388489},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.2985191345214844},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10981085896492004},{"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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-031-23492-7_12","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-23492-7_12","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:publikace.k.utb.cz:10563/1011427","is_oa":false,"landing_page_url":"http://publikace.k.utb.cz/handle/10563/1011427","pdf_url":null,"source":{"id":"https://openalex.org/S4306400350","display_name":"Repository of TBU publications (Univerzita Tomase Bati ze Zline)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I165737746","host_organization_name":"Tomas Bata University in Zl\u00edn","host_organization_lineage":["https://openalex.org/I165737746"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)","raw_type":"conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W2541929603","https://openalex.org/W2770063219","https://openalex.org/W2775379762","https://openalex.org/W2787084639","https://openalex.org/W2816065698","https://openalex.org/W2885732902","https://openalex.org/W2950376465","https://openalex.org/W2974558844","https://openalex.org/W3021511960","https://openalex.org/W3039246899","https://openalex.org/W3083125023","https://openalex.org/W3109135390","https://openalex.org/W3134124782","https://openalex.org/W3173197429","https://openalex.org/W3198360907","https://openalex.org/W3206913269"],"related_works":["https://openalex.org/W2091996104","https://openalex.org/W3195168932","https://openalex.org/W1996541855","https://openalex.org/W2146525380","https://openalex.org/W2182471921","https://openalex.org/W3046786323","https://openalex.org/W3107932034","https://openalex.org/W2746349969","https://openalex.org/W1952992060","https://openalex.org/W4366379411"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":4}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
