{"id":"https://openalex.org/W4322746286","doi":"https://doi.org/10.1007/978-3-031-28073-3_14","title":"AI in Cryptocurrency","display_name":"AI in Cryptocurrency","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4322746286","doi":"https://doi.org/10.1007/978-3-031-28073-3_14"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-28073-3_14","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-031-28073-3_14","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-031-28073-3_14.pdf","source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3370","issn":["2367-3370","2367-3389"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Networks and Systems","raw_type":"book-chapter"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1007/978-3-031-28073-3_14.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5055172886","display_name":"Alexander I. Iliev","orcid":"https://orcid.org/0000-0002-4220-3637"},"institutions":[{"id":"https://openalex.org/I24768866","display_name":"Bulgarian Academy of Sciences","ror":"https://ror.org/01x8hew03","country_code":"BG","type":"government","lineage":["https://openalex.org/I24768866"]},{"id":"https://openalex.org/I249157770","display_name":"SRH University Berlin","ror":"https://ror.org/01prjcc04","country_code":"DE","type":"education","lineage":["https://openalex.org/I249157770"]},{"id":"https://openalex.org/I4210105926","display_name":"Institute of Mathematics and Informatics","ror":"https://ror.org/01b5dy719","country_code":"BG","type":"facility","lineage":["https://openalex.org/I24768866","https://openalex.org/I4210105926"]}],"countries":["BG","DE"],"is_corresponding":true,"raw_author_name":"Alexander I. Iliev","raw_affiliation_strings":["Institute of Mathematics and Informatics, \nBulgarian Academy of Sciences, 8 Acad. Georgi Bonchev Street, 1113, Sofia, Bulgaria","SRH University Berlin, Charlottenburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Mathematics and Informatics, \nBulgarian Academy of Sciences, 8 Acad. Georgi Bonchev Street, 1113, Sofia, Bulgaria","institution_ids":["https://openalex.org/I24768866","https://openalex.org/I4210105926"]},{"raw_affiliation_string":"SRH University Berlin, Charlottenburg, Germany","institution_ids":["https://openalex.org/I249157770"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058897748","display_name":"Malvika Panwar","orcid":null},"institutions":[{"id":"https://openalex.org/I249157770","display_name":"SRH University Berlin","ror":"https://ror.org/01prjcc04","country_code":"DE","type":"education","lineage":["https://openalex.org/I249157770"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Malvika Panwar","raw_affiliation_strings":["SRH University Berlin, Charlottenburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SRH University Berlin, Charlottenburg, Germany","institution_ids":["https://openalex.org/I249157770"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5055172886"],"corresponding_institution_ids":["https://openalex.org/I24768866","https://openalex.org/I249157770","https://openalex.org/I4210105926"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.01973822,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"205","last_page":"217"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10270","display_name":"Blockchain Technology Applications and Security","score":0.9997000098228455,"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":0.9997000098228455,"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":0.978600025177002,"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":0.9721999764442444,"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":0.9291589260101318},{"id":"https://openalex.org/keywords/gradient-boosting","display_name":"Gradient boosting","score":0.8364099264144897},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.7724976539611816},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6696946620941162},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6584483981132507},{"id":"https://openalex.org/keywords/predictability","display_name":"Predictability","score":0.6461997032165527},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5665987133979797},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.5514124035835266},{"id":"https://openalex.org/keywords/boosting","display_name":"Boosting (machine learning)","score":0.5407789349555969},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.44373226165771484},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3533453941345215},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.3468385338783264},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.19065913558006287},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.18322882056236267},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.10258466005325317},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.055827945470809937}],"concepts":[{"id":"https://openalex.org/C180706569","wikidata":"https://www.wikidata.org/wiki/Q13479982","display_name":"Cryptocurrency","level":2,"score":0.9291589260101318},{"id":"https://openalex.org/C70153297","wikidata":"https://www.wikidata.org/wiki/Q5591907","display_name":"Gradient boosting","level":3,"score":0.8364099264144897},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.7724976539611816},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6696946620941162},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6584483981132507},{"id":"https://openalex.org/C197640229","wikidata":"https://www.wikidata.org/wiki/Q2534066","display_name":"Predictability","level":2,"score":0.6461997032165527},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5665987133979797},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.5514124035835266},{"id":"https://openalex.org/C46686674","wikidata":"https://www.wikidata.org/wiki/Q466303","display_name":"Boosting (machine learning)","level":2,"score":0.5407789349555969},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.44373226165771484},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3533453941345215},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.3468385338783264},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.19065913558006287},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.18322882056236267},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.10258466005325317},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.055827945470809937},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-28073-3_14","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-031-28073-3_14","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-031-28073-3_14.pdf","source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3370","issn":["2367-3370","2367-3389"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Networks and Systems","raw_type":"book-chapter"}],"best_oa_location":{"id":"doi:10.1007/978-3-031-28073-3_14","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-031-28073-3_14","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-031-28073-3_14.pdf","source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3370","issn":["2367-3370","2367-3389"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Networks and Systems","raw_type":"book-chapter"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4322746286.pdf","grobid_xml":"https://content.openalex.org/works/W4322746286.grobid-xml"},"referenced_works_count":15,"referenced_works":["https://openalex.org/W2041854950","https://openalex.org/W2042442456","https://openalex.org/W2513607014","https://openalex.org/W2758991599","https://openalex.org/W2771030840","https://openalex.org/W2771495637","https://openalex.org/W2785317601","https://openalex.org/W2785841342","https://openalex.org/W2965813439","https://openalex.org/W2990327424","https://openalex.org/W3007374507","https://openalex.org/W3121889917","https://openalex.org/W3123299411","https://openalex.org/W3150402146","https://openalex.org/W4322734774"],"related_works":["https://openalex.org/W2967733078","https://openalex.org/W3204430031","https://openalex.org/W3137904399","https://openalex.org/W4310492845","https://openalex.org/W4386690025","https://openalex.org/W2885778889","https://openalex.org/W2766514146","https://openalex.org/W2885516856","https://openalex.org/W2073883415","https://openalex.org/W4289703016"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-08-24T07:32:12.397491","created_date":"2025-10-10T00:00:00"}
