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

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

6. …Football Prediction Constantinou, Fenton, Neil

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

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

9. Thermodynamics of Confidentiality • 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 Malacaria, Smeraldi

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