{"id":138,"date":"2024-11-25T13:46:24","date_gmt":"2024-11-25T12:46:24","guid":{"rendered":"https:\/\/www.futuremobilitylabs.eu\/?page_id=138"},"modified":"2025-07-09T17:41:54","modified_gmt":"2025-07-09T15:41:54","slug":"fraud-detection","status":"publish","type":"page","link":"https:\/\/www.futuremobilitylabs.eu\/en\/projekte\/fraud-detection\/","title":{"rendered":"Fraud Detection"},"content":{"rendered":"
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April 2024 \u2013 September 2024<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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M\u00fcnster, Germany<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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University of M\u00fcnster, Transdev<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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Project description<\/h2>\t\t\t\t<\/div>\n\t\t\t\t
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The Future Mobility Lab project focuses on developing and implementing fraud detection systems. Innovative solutions were created to detect and prevent fraud in the ticketing system, particularly in the context of the Germany Ticket and passenger rights. The project leverages modern machine learning algorithms and data analysis methods to identify suspicious transactions and optimize the processes of Germany\u2019s largest private mobility provider.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t

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Project goals<\/h2>\t\t\t\t<\/div>\n\t\t\t\t
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  • Development and implementation of an ML-based fraud detection system<\/li>\n
  • Optimization of data input and collection processes to improve data quality<\/li>\n
  • Creation of interactive dashboards for visualizing and analyzing fraud patterns<\/li>\n
  • Integration of fraud detection into the existing IT infrastructure with AWS<\/li>\n
  • Standardization of the refund process to reduce fraud risks<\/li>\n
  • \u00a0<\/li>\n<\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t
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    Project team<\/h2>\t\t\t\t<\/div>\n\t\t\t\t
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    Students<\/h3>\t\t\t\t<\/div>\n\t\t\t\t
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      \n
    • Asad Mahmood Ahmad<\/li>\n
    • Aron Br\u00fcnink<\/li>\n
    • Tilo Freudenberg<\/li>\n
    • Adrian Frisch<\/li>\n
    • Gerrit Krampe<\/li>\n
    • Raphaela Kuhlmann<\/li>\n
    • Cedric Matz<\/li>\n
    • Nicolas Mischke<\/li>\n
    • Hans N\u00e4scher<\/li>\n
    • Carolin Vahland<\/li>\n<\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t
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      Supervisor<\/h3>\t\t\t\t<\/div>\n\t\t\t\t
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      • Mara Burger<\/li>\n
      • Jan vom Brocke<\/li>\n<\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"

        April 2024 \u2013 September 2024 M\u00fcnster, Deutschland Universit\u00e4t M\u00fcnster, Transdev Projektbeschreibung Das Projekt Future Mobility Lab konzentriert sich auf die Entwicklung und Implementierung von Betrugserkennungssystemen. Es wurden innovative L\u00f6sungen zur Erkennung und Verhinderung von Betrug im Ticketing-System, insbesondere im Rahmen des Deutschland-Tickets und der Fahrgastrechte, entwickelt. Das Projekt nutzt moderne Algorithmen des maschinellen Lernens und […]<\/p>","protected":false},"author":2,"featured_media":0,"parent":14,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"class_list":["post-138","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/www.futuremobilitylabs.eu\/en\/wp-json\/wp\/v2\/pages\/138","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.futuremobilitylabs.eu\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.futuremobilitylabs.eu\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.futuremobilitylabs.eu\/en\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.futuremobilitylabs.eu\/en\/wp-json\/wp\/v2\/comments?post=138"}],"version-history":[{"count":25,"href":"https:\/\/www.futuremobilitylabs.eu\/en\/wp-json\/wp\/v2\/pages\/138\/revisions"}],"predecessor-version":[{"id":6491,"href":"https:\/\/www.futuremobilitylabs.eu\/en\/wp-json\/wp\/v2\/pages\/138\/revisions\/6491"}],"up":[{"embeddable":true,"href":"https:\/\/www.futuremobilitylabs.eu\/en\/wp-json\/wp\/v2\/pages\/14"}],"wp:attachment":[{"href":"https:\/\/www.futuremobilitylabs.eu\/en\/wp-json\/wp\/v2\/media?parent=138"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}