{"id":"https://openalex.org/W2998689367","doi":"https://doi.org/10.1007/978-3-030-37720-5_3","title":"Representation Learning in Graphs for Credit Card Fraud Detection","display_name":"Representation Learning in Graphs for Credit Card Fraud Detection","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W2998689367","doi":"https://doi.org/10.1007/978-3-030-37720-5_3","mag":"2998689367"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-37720-5_3","doi":"https://doi.org/10.1007/978-3-030-37720-5_3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-37720-5_3","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,"listed_in":["cwts-core","jufo-1","ki-jl-1","norway-1","vabb-shw"],"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"},"volume":{"id":"https://openalex.org/W4249274857","display_name":"Mining Data for Financial Applications"},"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/A5077399759","display_name":"Rafa\u00ebl Van Belle","orcid":"https://orcid.org/0000-0001-8704-6017","observed_orcids":["https://orcid.org/0000-0001-8704-6017"]},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":true,"raw_author_name":"Rafa\u00ebl Van Belle","raw_affiliation_strings":["Research Center for Information Systems Engineering, KU Leuven, Naamsestraat 69, 3000, Leuven, Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Center for Information Systems Engineering, KU Leuven, Naamsestraat 69, 3000, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021087370","display_name":"Sandra Mitrovi\u0107","orcid":"https://orcid.org/0000-0002-5697-5865","observed_orcids":["https://orcid.org/0000-0002-5697-5865"]},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Sandra Mitrovi\u0107","raw_affiliation_strings":["Research Center for Information Systems Engineering, KU Leuven, Naamsestraat 69, 3000, Leuven, Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Center for Information Systems Engineering, KU Leuven, Naamsestraat 69, 3000, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080266755","display_name":"Jochen De Weerdt","orcid":"https://orcid.org/0000-0001-6151-0504","observed_orcids":["https://orcid.org/0000-0001-6151-0504"]},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Jochen De Weerdt","raw_affiliation_strings":["Research Center for Information Systems Engineering, KU Leuven, Naamsestraat 69, 3000, Leuven, Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Center for Information Systems Engineering, KU Leuven, Naamsestraat 69, 3000, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5077399759"],"corresponding_institution_ids":["https://openalex.org/I99464096"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.7198,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.73622166,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"32","last_page":"46"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.9990000128746033,"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.9990000128746033,"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":0.00039999998989515007,"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.00019999999494757503,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/graph-representation-learning","display_name":"graph representation learning","score":0.9319999814033508},{"id":"https://openalex.org/keywords/credit-card-fraud-detection","display_name":"credit card fraud detection","score":0.9980000257492065},{"id":"https://openalex.org/keywords/transaction-networks","display_name":"transaction networks","score":0.9580000042915344},{"id":"https://openalex.org/keywords/inductive-learning","display_name":"inductive learning","score":0.8149999976158142},{"id":"https://openalex.org/keywords/transductive-learning","display_name":"transductive learning","score":0.9980000257492065},{"id":"https://openalex.org/keywords/fraud-prediction","display_name":"fraud prediction","score":0.574999988079071},{"id":"https://openalex.org/keywords/feature-engineering","display_name":"feature engineering","score":0.5809999704360962}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8586658239364624},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.7438870668411255},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6585823893547058},{"id":"https://openalex.org/C59404180","wikidata":"https://www.wikidata.org/wiki/Q17013334","display_name":"Feature learning","level":2,"score":0.6529607176780701},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.6315898299217224},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6068179607391357},{"id":"https://openalex.org/C2778827112","wikidata":"https://www.wikidata.org/wiki/Q22245680","display_name":"Feature engineering","level":3,"score":0.5687804818153381},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4959488809108734},{"id":"https://openalex.org/C2780747020","wikidata":"https://www.wikidata.org/wiki/Q83873","display_name":"Credit card fraud","level":4,"score":0.4878711700439453},{"id":"https://openalex.org/C75949130","wikidata":"https://www.wikidata.org/wiki/Q848010","display_name":"Database transaction","level":2,"score":0.47121113538742065},{"id":"https://openalex.org/C2983355114","wikidata":"https://www.wikidata.org/wiki/Q161380","display_name":"Credit card","level":3,"score":0.43202102184295654},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.3751436471939087},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.36800792813301086},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.33003878593444824},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.07989650964736938},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.07842934131622314},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C145097563","wikidata":"https://www.wikidata.org/wiki/Q1148747","display_name":"Payment","level":2,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-37720-5_3","doi":"https://doi.org/10.1007/978-3-030-37720-5_3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-37720-5_3","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,"listed_in":["cwts-core","jufo-1","ki-jl-1","norway-1","vabb-shw"],"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"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W168564468","https://openalex.org/W614715210","https://openalex.org/W1565746575","https://openalex.org/W1888005072","https://openalex.org/W1973533434","https://openalex.org/W2045049630","https://openalex.org/W2057819225","https://openalex.org/W2090891622","https://openalex.org/W2096266510","https://openalex.org/W2103441516","https://openalex.org/W2153579005","https://openalex.org/W2154851992","https://openalex.org/W2163922914","https://openalex.org/W2230049528","https://openalex.org/W2585459224","https://openalex.org/W2624431344","https://openalex.org/W2755092149","https://openalex.org/W2786577118","https://openalex.org/W2789081542","https://openalex.org/W2798932700","https://openalex.org/W2803577513","https://openalex.org/W2808771744","https://openalex.org/W2809214597","https://openalex.org/W2884755130","https://openalex.org/W2890607871","https://openalex.org/W2896695135","https://openalex.org/W2905301180","https://openalex.org/W2910687856","https://openalex.org/W2916634624","https://openalex.org/W2962756421","https://openalex.org/W2966050677","https://openalex.org/W2982335278","https://openalex.org/W3127599935"],"related_works":["https://openalex.org/W4294192778","https://openalex.org/W4205257464","https://openalex.org/W6941422101","https://openalex.org/W7114765015","https://openalex.org/W4388405630","https://openalex.org/W4401023513","https://openalex.org/W4402603156","https://openalex.org/W7163043598","https://openalex.org/W7102626412","https://openalex.org/W7107982812"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2020-01-10T00:00:00"}