{"id":"https://openalex.org/W4405703264","doi":"https://doi.org/10.1007/s41060-024-00703-w","title":"Exploring machine learning-based methods for anomalies detection: evidence from cryptocurrencies","display_name":"Exploring machine learning-based methods for anomalies detection: evidence from cryptocurrencies","publication_year":2024,"publication_date":"2024-12-23","ids":{"openalex":"https://openalex.org/W4405703264","doi":"https://doi.org/10.1007/s41060-024-00703-w"},"language":"en","primary_location":{"id":"doi:10.1007/s41060-024-00703-w","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s41060-024-00703-w","pdf_url":null,"source":{"id":"https://openalex.org/S4210195017","display_name":"International Journal of Data Science and Analytics","issn_l":"2364-415X","issn":["2364-415X","2364-4168"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Data Science and Analytics","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/A5094327878","display_name":"Achraf Yahia","orcid":"https://orcid.org/0009-0007-4207-9377"},"institutions":[{"id":"https://openalex.org/I3121676899","display_name":"Universit\u00e9 Ibn-Tofail","ror":"https://ror.org/02wj89n04","country_code":"MA","type":"education","lineage":["https://openalex.org/I3121676899"]}],"countries":["MA"],"is_corresponding":true,"raw_author_name":"Achraf Yahia","raw_affiliation_strings":["Engineering Sciences Laboratory, National School of Applied Sciences, Ibn Tofail University, Kenitra, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Engineering Sciences Laboratory, National School of Applied Sciences, Ibn Tofail University, Kenitra, Morocco","institution_ids":["https://openalex.org/I3121676899"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006960955","display_name":"Yassine Mouhssine","orcid":"https://orcid.org/0009-0002-2502-0414"},"institutions":[{"id":"https://openalex.org/I4210145365","display_name":"Universit\u00e9 Hassan 1er","ror":"https://ror.org/03cdvht47","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210145365"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Yassine Mouhssine","raw_affiliation_strings":["Laboratory of Analyzing and Modeling Systems for Decision Support (LAMSAD), University Hassan 1, Settat, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory of Analyzing and Modeling Systems for Decision Support (LAMSAD), University Hassan 1, Settat, Morocco","institution_ids":["https://openalex.org/I4210145365"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Abdelkader El Alaoui","orcid":null},"institutions":[{"id":"https://openalex.org/I4210106663","display_name":"International University of Rabat","ror":"https://ror.org/01t9czq80","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210106663"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Abdelkader El Alaoui","raw_affiliation_strings":["Rabat Business School \u2013 International University of Rabat (UIR), Rabat, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Rabat Business School \u2013 International University of Rabat (UIR), Rabat, Morocco","institution_ids":["https://openalex.org/I4210106663"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084532237","display_name":"Sa\u00efd Ouatik El Alaoui","orcid":"https://orcid.org/0000-0003-1194-0578"},"institutions":[{"id":"https://openalex.org/I3121676899","display_name":"Universit\u00e9 Ibn-Tofail","ror":"https://ror.org/02wj89n04","country_code":"MA","type":"education","lineage":["https://openalex.org/I3121676899"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Said Ouatik El Alaoui","raw_affiliation_strings":["Engineering Sciences Laboratory, National School of Applied Sciences, Ibn Tofail University, Kenitra, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Engineering Sciences Laboratory, National School of Applied Sciences, Ibn Tofail University, Kenitra, Morocco","institution_ids":["https://openalex.org/I3121676899"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5094327878"],"corresponding_institution_ids":["https://openalex.org/I3121676899"],"apc_list":{"value":2990,"currency":"USD","value_usd":2990},"apc_paid":null,"fwci":1.2151,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.82923363,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"20","issue":"4","first_page":"3951","last_page":"3964"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9977999925613403,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9977999925613403,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10270","display_name":"Blockchain Technology Applications and Security","score":0.9943000078201294,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9937999844551086,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/cryptocurrency","display_name":"Cryptocurrency","score":0.8697892427444458},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5497279763221741},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4211260974407196},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3881164789199829},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.19674769043922424}],"concepts":[{"id":"https://openalex.org/C180706569","wikidata":"https://www.wikidata.org/wiki/Q13479982","display_name":"Cryptocurrency","level":2,"score":0.8697892427444458},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5497279763221741},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4211260974407196},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3881164789199829},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.19674769043922424}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s41060-024-00703-w","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s41060-024-00703-w","pdf_url":null,"source":{"id":"https://openalex.org/S4210195017","display_name":"International Journal of Data Science and Analytics","issn_l":"2364-415X","issn":["2364-415X","2364-4168"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Data Science and Analytics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W2805704668","https://openalex.org/W2897553076","https://openalex.org/W2904847771","https://openalex.org/W2907683311","https://openalex.org/W2940436381","https://openalex.org/W2951979145","https://openalex.org/W2997979776","https://openalex.org/W3035470913","https://openalex.org/W3085114395","https://openalex.org/W3117672440","https://openalex.org/W3136959963","https://openalex.org/W3173768691","https://openalex.org/W3173826379","https://openalex.org/W3207519146","https://openalex.org/W4205088546","https://openalex.org/W4280560094","https://openalex.org/W4283768791","https://openalex.org/W4396586349","https://openalex.org/W4396769364","https://openalex.org/W6604346090","https://openalex.org/W6772604385"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W4387369504","https://openalex.org/W3046775127","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3107602296","https://openalex.org/W4364306694","https://openalex.org/W4312192474"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":5}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}
