{"product_id":"fraud-analytics-using-descriptive-predictive-and-social-network-techniques-a-guide-to-data-science-for-fraud-detection-9781119133124","title":"Fraud Analytics Using Descriptive, Predictive, and Social Network Techniques: A Guide to Data Science for Fraud Detection","description":"\u003cp\u003e • Author(s): Bart Baesens\u003cbr\u003e • Publisher: Wiley\u003cbr\u003e • Publisher Imprint: Wiley\u003cbr\u003e • BISAC: Security - General\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eFrom the Back Cover\u003c\/b\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eThe sooner fraud detection occurs the better--as the likelihood of further losses is lower, potential recoveries are higher, and security issues can be addressed more rapidly. Catching fraud in an early stage, though, is more difficult than detecting it later, and requires specific techniques. Packed with numerous real-world examples, \u003ci\u003eFraud Analytics Using Descriptive, Predictive, and Social Network Techniques\u003c\/i\u003e authoritatively shows you how to put historical data to work against fraud.\u003c\/p\u003e \u003cp\u003eAuthors Bart Baesens, Véronique Van Vlasselaer, and Wouter Verbeke expertly discuss the use of unsupervised learning, supervised learning, and social network learning using techniques across a wide variety of fraud applications, such as insurance fraud, credit card fraud, anti-money laundering, healthcare fraud, telecommunications fraud, click fraud, and tax evasion. This book provides the essential guidance you need to examine fraud patterns from historical data in order to detect fraud early in the process. \u003c\/p\u003e\u003cp\u003eProviding a clear look at the pivotal role analytics plays in managing fraud, this book includes straightforward guidance on: \u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eFraud detection, prevention, and analytics\u003c\/li\u003e \u003cli\u003eData collection, sampling, and preprocessing\u003c\/li\u003e \u003cli\u003eDescriptive analytics for fraud detection\u003c\/li\u003e \u003cli\u003ePredictive analytics for fraud detection\u003c\/li\u003e \u003cli\u003eSocial network analytics for fraud detection\u003c\/li\u003e \u003cli\u003ePost processing of fraud analytics\u003c\/li\u003e \u003cli\u003eFraud analytics from an economic perspective\u003c\/li\u003e\n\u003c\/ul\u003e \u003cp\u003eRead \u003ci\u003eFraud Analytics Using Descriptive, Predictive, and Social Network Techniques\u003c\/i\u003e for a comprehensive overview of fraud detection analytical techniques and implementation guidance for an effective fraud prevention solution that works for your organization.\u003c\/p\u003e","brand":"Wiley","offers":[{"title":"Hardcover","offer_id":45114481672343,"sku":"9781119133124","price":3618.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9781119133124.webp?v=1769206287","url":"https:\/\/atlanticbooks.com\/products\/fraud-analytics-using-descriptive-predictive-and-social-network-techniques-a-guide-to-data-science-for-fraud-detection-9781119133124","provider":"Atlantic Books","version":"1.0","type":"link"}