{"id":"https://openalex.org/W4395464077","doi":"https://doi.org/10.1007/s10489-024-05407-z","title":"UNSURE - A machine learning approach to cryptocurrency trading","display_name":"UNSURE - A machine learning approach to cryptocurrency trading","publication_year":2024,"publication_date":"2024-04-01","ids":{"openalex":"https://openalex.org/W4395464077","doi":"https://doi.org/10.1007/s10489-024-05407-z"},"language":"en","primary_location":{"id":"doi:10.1007/s10489-024-05407-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10489-024-05407-z","pdf_url":null,"source":{"id":"https://openalex.org/S74726891","display_name":"Applied Intelligence","issn_l":"0924-669X","issn":["0924-669X","1573-7497"],"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":"Applied Intelligence","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/A5023097101","display_name":"Vasileios Kochliaridis","orcid":"https://orcid.org/0000-0001-9431-6679"},"institutions":[{"id":"https://openalex.org/I21370196","display_name":"Aristotle University of Thessaloniki","ror":"https://ror.org/02j61yw88","country_code":"GR","type":"education","lineage":["https://openalex.org/I21370196"]}],"countries":["GR"],"is_corresponding":true,"raw_author_name":"Vasileios Kochliaridis","raw_affiliation_strings":["School of Informatics, Aristotle University of Thessaloniki, Thessaloniki, 54124, Greece"],"raw_orcid":"https://orcid.org/0000-0001-9431-6679","affiliations":[{"raw_affiliation_string":"School of Informatics, Aristotle University of Thessaloniki, Thessaloniki, 54124, Greece","institution_ids":["https://openalex.org/I21370196"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101423514","display_name":"A. Papadopoulou","orcid":"https://orcid.org/0009-0005-7758-4758"},"institutions":[{"id":"https://openalex.org/I21370196","display_name":"Aristotle University of Thessaloniki","ror":"https://ror.org/02j61yw88","country_code":"GR","type":"education","lineage":["https://openalex.org/I21370196"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Anastasia Papadopoulou","raw_affiliation_strings":["School of Informatics, Aristotle University of Thessaloniki, Thessaloniki, 54124, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Informatics, Aristotle University of Thessaloniki, Thessaloniki, 54124, Greece","institution_ids":["https://openalex.org/I21370196"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066340205","display_name":"Ioannis Vlahavas","orcid":"https://orcid.org/0000-0003-3477-8825"},"institutions":[{"id":"https://openalex.org/I21370196","display_name":"Aristotle University of Thessaloniki","ror":"https://ror.org/02j61yw88","country_code":"GR","type":"education","lineage":["https://openalex.org/I21370196"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Ioannis Vlahavas","raw_affiliation_strings":["School of Informatics, Aristotle University of Thessaloniki, Thessaloniki, 54124, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Informatics, Aristotle University of Thessaloniki, Thessaloniki, 54124, Greece","institution_ids":["https://openalex.org/I21370196"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5023097101"],"corresponding_institution_ids":["https://openalex.org/I21370196"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":2.0761,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.86561821,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"54","issue":"7","first_page":"5688","last_page":"5710"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10047","display_name":"Financial Markets and Investment Strategies","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2003","display_name":"Finance"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10047","display_name":"Financial Markets and Investment Strategies","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2003","display_name":"Finance"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","score":0.9993000030517578,"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/T11270","display_name":"Complex Systems and Time Series Analysis","score":0.9909999966621399,"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":0.8972833752632141},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8234418034553528},{"id":"https://openalex.org/keywords/trading-strategy","display_name":"Trading strategy","score":0.6517432928085327},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.6451579332351685},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.6352999806404114},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.5571660995483398},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5420885682106018},{"id":"https://openalex.org/keywords/technical-analysis","display_name":"Technical analysis","score":0.5154805779457092},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5131088495254517},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5066321492195129},{"id":"https://openalex.org/keywords/algorithmic-trading","display_name":"Algorithmic trading","score":0.47367388010025024},{"id":"https://openalex.org/keywords/unsupervised-learning","display_name":"Unsupervised learning","score":0.42746371030807495},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.201664537191391},{"id":"https://openalex.org/keywords/finance","display_name":"Finance","score":0.12243768572807312},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.08655160665512085}],"concepts":[{"id":"https://openalex.org/C180706569","wikidata":"https://www.wikidata.org/wiki/Q13479982","display_name":"Cryptocurrency","level":2,"score":0.8972833752632141},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8234418034553528},{"id":"https://openalex.org/C131562839","wikidata":"https://www.wikidata.org/wiki/Q1574928","display_name":"Trading strategy","level":2,"score":0.6517432928085327},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.6451579332351685},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.6352999806404114},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.5571660995483398},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5420885682106018},{"id":"https://openalex.org/C117245426","wikidata":"https://www.wikidata.org/wiki/Q235038","display_name":"Technical analysis","level":2,"score":0.5154805779457092},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5131088495254517},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5066321492195129},{"id":"https://openalex.org/C78508483","wikidata":"https://www.wikidata.org/wiki/Q139445","display_name":"Algorithmic trading","level":2,"score":0.47367388010025024},{"id":"https://openalex.org/C8038995","wikidata":"https://www.wikidata.org/wiki/Q1152135","display_name":"Unsupervised learning","level":2,"score":0.42746371030807495},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.201664537191391},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.12243768572807312},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.08655160665512085},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10489-024-05407-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10489-024-05407-z","pdf_url":null,"source":{"id":"https://openalex.org/S74726891","display_name":"Applied Intelligence","issn_l":"0924-669X","issn":["0924-669X","1573-7497"],"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":"Applied Intelligence","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/17","display_name":"Partnerships for the goals","score":0.5099999904632568}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1998200917","https://openalex.org/W2793864397","https://openalex.org/W2900108799","https://openalex.org/W2900785697","https://openalex.org/W2946805352","https://openalex.org/W2963467914","https://openalex.org/W3088545074","https://openalex.org/W3116073702","https://openalex.org/W3117423974","https://openalex.org/W3119076796","https://openalex.org/W3125511056","https://openalex.org/W3159769297","https://openalex.org/W3172498855","https://openalex.org/W3179456407","https://openalex.org/W4206674347","https://openalex.org/W4210404112","https://openalex.org/W4240592325","https://openalex.org/W4283521849","https://openalex.org/W4288723319","https://openalex.org/W4294967768","https://openalex.org/W4309994916","https://openalex.org/W4319160636","https://openalex.org/W4366548317"],"related_works":["https://openalex.org/W3195793285","https://openalex.org/W1863543693","https://openalex.org/W3165885989","https://openalex.org/W880995879","https://openalex.org/W2994104012","https://openalex.org/W2005233533","https://openalex.org/W4244220816","https://openalex.org/W2155646692","https://openalex.org/W2747966161","https://openalex.org/W3031468904"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}