Surveillance technologies and early warning systems data mining applications for risk detection
Başlık:
Surveillance technologies and early warning systems data mining applications for risk detection
ISBN:
9781616928674
Yayın Bilgileri:
Hershey, Pa. : IGI Global (701 E. Chocolate Avenue, Hershey, Pennsylvania, 17033, USA), c2011.
Fiziksel Tanımlama:
electronic texts (285 p. : ill.) : digital files.
Contents:
1. Overview of knowledge discovery in databases process and data mining for surveillance technologies and EWS / Inci Batmaz, Güser Köksal -- 2. Data mining and privacy protection / Armand Faganel, Danijel Bratina -- 3. On the nature and scales of statistical estimations divergence and its linkage with statistical learning / Vassiliy Simchera, Ali Koyuncugil -- 4. Black-necked swans and active risk management / Tze Lai, Bo Shen -- 5. Financial early warning system for risk detection and prevention from financial crisis / Nermin Ozgulbas, Ali Koyuncugil -- 6. Designing an early warning system for stock market crashes by using ANFIS / Murat Acar, Dilek Karahoca, Adem Karahoca -- 7. Bankruptcy prediction by supervised machine learning techniques / Chih-Fong Tsai, Yu-Hsin Lu, Yu-Feng Hsu -- 8. Data mining used for analyzing the bankruptcy risk of the Romanian SMEs / Laura Vasilescu, Marian Siminica, Cerasela Pirvu, Costel Ionascu, Anca Mehedintu -- 9. Social aid fraud detection system and poverty map model suggestion based on data mining for social risk mitigation / Ali Koyuncugil, Nermin Ozgulbas -- 10. Collaborative video surveillance for distributed visual data mining of potential risk and crime detection / Chia-Hui Wang, Ray-I Chang, Jan-Ming Ho -- 11. Data mining and economic crime risk management-- Mieke Jans, Nadine Lybaert, Koen Vanhoof -- 12. Data mining in the investigation of money laundering and terrorist financing / Ibrahim George, Manolya Kavakli -- 13. Data mining and explorative multivariate data analysis for customer satisfaction study / Rosaria Lombardo -- 14. Using POS data for price promotions evaluation / Danijel Bratina, Armand Faganel.
Abstract:
"This book presents an alternative to conventional surveillance and risk assessment offering a multidisciplinary excursion comprised of data mining, early warning systems, information technologies and risk management and explores the intersection of these components in problematic domains"--Provided by publisher.
Elektronik Erişim:
Full Text Available From IGI Global 2011 Packages
Dil:
English