{"id":"https://openalex.org/W4409020105","doi":"https://doi.org/10.1007/978-3-031-87532-8_16","title":"Boosting Algorithm Techniques for Detecting Credit Card Fraud in Heterogeneous Datasets","display_name":"Boosting Algorithm Techniques for Detecting Credit Card Fraud in Heterogeneous Datasets","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4409020105","doi":"https://doi.org/10.1007/978-3-031-87532-8_16"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-87532-8_16","doi":"https://doi.org/10.1007/978-3-031-87532-8_16","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-87532-8_16","pdf_url":null,"source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3389","issn":["2367-3389","2367-3370"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"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"},"parent_works":[{"id":"https://openalex.org/W4408985559","display_name":"Reliability and Statistics in Transportation and Communication: Human Sustainability and Resilience in the Digital Age","relationship":"volume"}],"lineage":["https://openalex.org/W4409020105","https://openalex.org/W4408985559"],"child_works_count":0,"type":"conference-paper","is_traditional":true,"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/A5116861018","display_name":"Justs Viduss","orcid":"https://orcid.org/0009-0006-9412-9295","observed_orcids":["https://orcid.org/0009-0006-9412-9295"]},"institutions":[{"id":"https://openalex.org/I24568809","display_name":"Transport and Telecommunication Institute","ror":"https://ror.org/01628w679","country_code":"LV","type":"education","lineage":["https://openalex.org/I24568809"]}],"countries":["LV"],"is_corresponding":false,"raw_author_name":"Justs Viduss","raw_affiliation_strings":["Transport and Telecommunication Institute, Lauvas iela 2, Riga, 1019, Latvia"],"raw_orcid":"https://orcid.org/0009-0006-9412-9295","affiliations":[{"raw_affiliation_string":"Transport and Telecommunication Institute, Lauvas iela 2, Riga, 1019, Latvia","institution_ids":["https://openalex.org/I24568809"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047309999","display_name":"Nade\u017eda Spiridovska","orcid":"https://orcid.org/0000-0001-9906-9283","observed_orcids":["https://orcid.org/0000-0001-9906-9283"]},"institutions":[{"id":"https://openalex.org/I24568809","display_name":"Transport and Telecommunication Institute","ror":"https://ror.org/01628w679","country_code":"LV","type":"education","lineage":["https://openalex.org/I24568809"]}],"countries":["LV"],"is_corresponding":true,"raw_author_name":"Nadezda Spiridovska","raw_affiliation_strings":["Transport and Telecommunication Institute, Lauvas iela 2, Riga, 1019, Latvia"],"raw_orcid":"https://orcid.org/0000-0001-9906-9283","affiliations":[{"raw_affiliation_string":"Transport and Telecommunication Institute, Lauvas iela 2, Riga, 1019, Latvia","institution_ids":["https://openalex.org/I24568809"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5047309999"],"corresponding_institution_ids":["https://openalex.org/I24568809"],"apc_list":null,"apc_paid":null,"fwci":0.3521,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.54382724,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"175","last_page":"184"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11652","display_name":"Imbalanced Data Classification Techniques","score":1.0,"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":1.0,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":9.999999747378752e-05,"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/T11653","display_name":"Financial Distress and Bankruptcy Prediction","score":0.0,"subfield":{"id":"https://openalex.org/subfields/1402","display_name":"Accounting"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/credit-card-fraud-detection","display_name":"credit card fraud detection","score":1.0},{"id":"https://openalex.org/keywords/boosting","display_name":"boosting","score":0.9929999709129333},{"id":"https://openalex.org/keywords/xgboost","display_name":"XGBoost","score":0.9120000004768372},{"id":"https://openalex.org/keywords/adaboost","display_name":"AdaBoost","score":1.0},{"id":"https://openalex.org/keywords/gradient-boosting","display_name":"gradient boosting","score":0.890999972820282},{"id":"https://openalex.org/keywords/class-imbalance","display_name":"class imbalance","score":0.7279999852180481},{"id":"https://openalex.org/keywords/synthetic-transaction-data","display_name":"synthetic transaction data","score":0.796999990940094},{"id":"https://openalex.org/keywords/fraudulent-transaction-classification","display_name":"fraudulent transaction classification","score":0.6029999852180481},{"id":"https://openalex.org/keywords/classifier-comparison","display_name":"classifier comparison","score":0.6050000190734863}],"concepts":[{"id":"https://openalex.org/C2780747020","wikidata":"https://www.wikidata.org/wiki/Q83873","display_name":"Credit card fraud","level":4,"score":0.9006481766700745},{"id":"https://openalex.org/C46686674","wikidata":"https://www.wikidata.org/wiki/Q466303","display_name":"Boosting (machine learning)","level":2,"score":0.8093291521072388},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5941755771636963},{"id":"https://openalex.org/C2983355114","wikidata":"https://www.wikidata.org/wiki/Q161380","display_name":"Credit card","level":3,"score":0.530969500541687},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3661821484565735},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.36550071835517883},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3485032916069031},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3387044370174408},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.32367318868637085},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.07774043083190918},{"id":"https://openalex.org/C145097563","wikidata":"https://www.wikidata.org/wiki/Q1148747","display_name":"Payment","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-87532-8_16","doi":"https://doi.org/10.1007/978-3-031-87532-8_16","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-87532-8_16","pdf_url":null,"source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3389","issn":["2367-3389","2367-3370"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"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":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W202455975","https://openalex.org/W1776817391","https://openalex.org/W2003675760","https://openalex.org/W2045049630","https://openalex.org/W2072733116","https://openalex.org/W2074320593","https://openalex.org/W2085573882","https://openalex.org/W2085766370","https://openalex.org/W2178015836","https://openalex.org/W2237938520","https://openalex.org/W2261946979","https://openalex.org/W2295598076","https://openalex.org/W2533835508","https://openalex.org/W2603216119","https://openalex.org/W2766162973","https://openalex.org/W2772947247","https://openalex.org/W2785637175","https://openalex.org/W2883902219","https://openalex.org/W2884168986","https://openalex.org/W2917802572","https://openalex.org/W2972818405","https://openalex.org/W3005048680","https://openalex.org/W3012250361","https://openalex.org/W3135137464","https://openalex.org/W3216365274","https://openalex.org/W4309691798","https://openalex.org/W4378212134","https://openalex.org/W4381686187"],"related_works":["https://openalex.org/W4393242168","https://openalex.org/W7117990366","https://openalex.org/W4409660243","https://openalex.org/W4414816393","https://openalex.org/W7204659996","https://openalex.org/W7133979453","https://openalex.org/W7134981197","https://openalex.org/W7087710255","https://openalex.org/W4214912866","https://openalex.org/W7067726569"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-11-14T11:04:58.165337","created_date":"2025-04-01T00:00:00"}