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Risk & Information Management. World Leaders in Applications of Risk Assessment with Bayesian Networks Fenton, Neil, Marsh.

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Presentation on theme: "Risk & Information Management. World Leaders in Applications of Risk Assessment with Bayesian Networks Fenton, Neil, Marsh."— Presentation transcript:

1 Risk & Information Management

2 World Leaders in Applications of Risk Assessment with Bayesian Networks Fenton, Neil, Marsh

3 ……Legal Reasoning E.g. Evaluating the impact of forensic evidence Helpings lawyers with statistical arguments Fenton, Hsu, Neil, Marsh

4 …Medical Yet, Marsh, Fenton, Neil, Pauran … Accurate Prediction of a Potentially Fatal Blood Clotting Problem (ATC) in Early Trauma Care e.g. Decision Support for Trauma Surgery

5 …Financial Neil, Fenton, Lin e.g. predicting value at risk

6 …Football Prediction Constantinou, Fenton, Neil

7 Information Retrieval Seamless integration of database (DB) and information retrieval (IR) technologies Roellecke, Azzam

8 e.g. New algorithm for measuring mental categories Category of Happy Faces Human Cognition Hsu

9 Thermodynamics of Confidentiality Malacaria, Smeraldi Just like forging a bigger lock, running a safer algorithm requires more energy The energy involved is tiny, but enough to affect the dynamics of e.g. a molecular computer Source: E. Shapiro and Y. Benenson, bringing DNA computers to life, Scientific American, May 2006

10 Unifying Active Discovery and Learning interactively explore what categories are present in a new domain and learn to differentiate them… with minimal number of human interactions E.g., discover and learn to detect hacking attempts Image Databases Network Security Surveillance Medicine Astronomy Hospedales


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