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Fraud detection is a knowledge-intensive activity. The main AI techniques used for fraud detection include: Data mining to classify, cluster, and segment the data and automatically find associations and rules in the data that may signify interesting patterns, including those related to fraud. Expert systems to encode expertise for detecting ...
Financial mismanagement. Financial mismanagement is management that, deliberately or not, is handled in a way that can be characterized as "wrong, bad, careless, inefficient or incompetent" and that will reflect negatively upon the financial standing of a business or individual. [1] There are many ways of how financial mismanagement is carried out.
Cifas is a British fraud prevention service, a not-for-profit membership organization for all sectors that enables organizations to share and access fraud data using their databases. Cifas is dedicated to the prevention of fraud, including internal fraud by staff, and the identification of financial and related crime.
The Sarbanes–Oxley Act of 2002 is a United States federal law that mandates certain practices in financial record keeping and reporting for corporations.The act, Pub. L. Tooltip Public Law (United States) 107–204 (text), 116 Stat. 745, enacted July 30, 2002, also known as the "Public Company Accounting Reform and Investor Protection Act" (in the Senate) and "Corporate and Auditing ...
Retail loss prevention (also known as retail asset protection) is a set of practices employed by retail companies to preserve profit. [ 1] Loss prevention is mainly found within the retail sector but also can be found within other business environments. Retail loss prevention is geared towards the elimination of preventable loss. [ 2]
Fraud detection involves a review of historical transactions to identify indicators of a non-conforming transaction. Deterrence involves an analysis of the conditions and procedures that affect fraud enablers, in essence, looking at what could happen in the future given the process definitions in place, and the people operating that process.
The Business Model Canvas is a strategic management template used for developing new business models and documenting existing ones. [2] [3] It offers a visual chart with elements describing a firm's or product's value proposition, [4] infrastructure, customers, and finances, [1] assisting businesses to align their activities by illustrating potential trade-offs.
Forensic rating models are financial models used to represent the information known about a business and to derive an overall score, indicating a risk of financial fraud. Financial ratios are calculated from published figures, then techniques to judge the stability of a company by looking at particular ratios have been used since the 1930s. [ 7 ]