
Fraud Analytics Using Descriptive, Predictive, and Social Network Techniques: A Guide to Data Science for Fraud Detection, Hardcover/Bart Baesens
Momentan nu sunt oferte disponibile.
Detect fraud earlier to mitigate loss and prevent cascading damage Fraud Analytics Using Descriptive, Predictive, and Social Network Techniques is an authoritative guidebook for setting up a comprehensive fraud detection analytics solution. Early detection is a key factor in mitigating fraud damage, but it involves more specialized techniques than detecting fraud at the more advanced stages. This invaluable guide details both the theory and technical aspects of these techniques, and provides expert insight into streamlining implementation. Coverage includes data gathering, preprocessing, model building, and post-implementation, with comprehensive guidance on various learning techniques and the data types utilized by each. These techniques are effective for fraud detection across industry boundaries, including applications in insurance fraud, credit card fraud, anti-money laundering, healthcare fraud, telecommunications fraud, click fraud, tax evasion, and more, giving you a highly practical framework for fraud prevention. It is estimated that a typical organization loses about 5% of its revenue to fraud every year. More effective fraud detection is possible, and this book describes the various analytical techniques your organization must implement to put a stop to the revenue leak. Examine fraud patterns in historical data Utilize labeled, unlabeled, and networked data Detect fraud before the damage cascades Reduce losses, increase recovery, and tighten security The longer fraud is allowed to go on, the more harm it causes. It expands exponentially, sending ripples of damage throughout the organization, and becomes more and more complex to track, stop, and reverse. Fraud prevention relies on early and effective fraud detection, enabled by the techniques discussed here. Fraud Analytics Using Descriptive, Predictive, and Social Network Techniques helps you stop fraud in its tracks, and eliminate the opportunities for future occurrence.
Alte produse asemănătoare

Wiley
Common Stocks and Uncommon Profits and Other Writings, Paperback/Philip a. Fisher
de la 118,80 RON
1
În stoc
Wiley
Business Chemistry: Practical Magic for Crafting Powerful Work Relationships, Hardcover/Kim Christfort
de la 173,99 RON
1
În stoc
Wiley
Reversing Gum Disease Naturally: A Holistic Home Care Program, Paperback/Sandra Senzon
de la 101,99 RON
1
În stoc
Wiley
Being Martha: The Inside Story of Martha Stewart and Her Amazing Life, Hardcover/Lloyd Allen
de la 152,99 RON
1
În stoc