Description

Book Synopsis

 Introduction.- The Definition of Financial Fraud.- The Basic Theory of Financial Fraud.- Financial Fraud Litigation and Forensic Accounting.- Resampling Techniques and Feature Selection.- Detection Models and Applications.- Financial Fraud Detection Based on Litigation and Resampling Methods.- Financial Fraud Detection Based on Feature Selection and the GONE Framework.- Financial Fraud Detection Based on Multi-Source Data.- The Classical Case of Financial Fraud.

Financial Fraud Detection Using Machine Learning

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    A Hardback by Xiyuan Ma

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      Publisher: Springer
      Publication Date: Publication Date: 9/21/2025
      ISBN13: 9789819508396, 978-9819508396
      ISBN10: 9819508398

      Description

      Book Synopsis

       Introduction.- The Definition of Financial Fraud.- The Basic Theory of Financial Fraud.- Financial Fraud Litigation and Forensic Accounting.- Resampling Techniques and Feature Selection.- Detection Models and Applications.- Financial Fraud Detection Based on Litigation and Resampling Methods.- Financial Fraud Detection Based on Feature Selection and the GONE Framework.- Financial Fraud Detection Based on Multi-Source Data.- The Classical Case of Financial Fraud.

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