TY  - BOOK
AU  - Baesens,Bart
AU  - Van Vlasselaer,V�eronique
AU  - Verbeke,Wouter
TI  - Fraud analytics using descriptive, predictive, and social network techniques: a guide to data science for fraud detection 
SN  - 9781119146827
AV  - HV6691 .B34 2015
U1  - 364.16/3015195 23
PY  - 2015///]
CY  - Hoboken, New Jersey
PB  - John Wiley & Sons, Inc.
KW  - Fraud
KW  - Statistical methods
KW  - Prevention
KW  - Commercial crimes
KW  - Fraude
KW  - M�ethodes statistiques
KW  - SOCIAL SCIENCE
KW  - Criminology
KW  - bisacsh
KW  - fast
N1  - Includes bibliographical references and index; Fraud: detection, prevention, and analytics! -- Data collection, sampling, and preprocessing -- Descriptive analytics for fraud detection -- Predictive analytics for fraud detection -- Social network analysis for fraud detection -- Fraud analytics: post-processing -- Fraud analytics: a broader perspective
N2  - 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. --
UR  - https://onlinelibrary.wiley.com/doi/book/10.1002/9781119146841
ER  -