10
Risk & Information Management

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

Embed Size (px)

Citation preview

Page 1: Risk & Information Management. World Leaders in Applications of Risk Assessment with Bayesian Networks Fenton, Neil, Marsh

Risk & Information Management

Page 2: Risk & Information Management. World Leaders in Applications of Risk Assessment with Bayesian Networks Fenton, Neil, Marsh

World Leaders in Applications of Risk Assessment with Bayesian Networks

•  

Fenton, Neil, Marsh

Page 3: Risk & Information Management. World Leaders in Applications of Risk Assessment with Bayesian Networks Fenton, Neil, Marsh

……Legal Reasoning

• E.g. Evaluating the impact of forensic evidence

• Helpings lawyers with statistical arguments

Fenton, Hsu, Neil, Marsh

Page 4: Risk & Information Management. World Leaders in Applications of Risk Assessment with Bayesian Networks Fenton, Neil, Marsh

…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

Page 5: Risk & Information Management. World Leaders in Applications of Risk Assessment with Bayesian Networks Fenton, Neil, Marsh

…Financial

Neil, Fenton, Lin

e.g. predicting value at risk

Page 6: Risk & Information Management. World Leaders in Applications of Risk Assessment with Bayesian Networks Fenton, Neil, Marsh

…Football Prediction

Constantinou, Fenton, Neil

Page 7: Risk & Information Management. World Leaders in Applications of Risk Assessment with Bayesian Networks Fenton, Neil, Marsh

Information Retrieval

• Seamless integration of database (DB) and information retrieval (IR) technologies        

Roellecke, Azzam

Page 8: Risk & Information Management. World Leaders in Applications of Risk Assessment with Bayesian Networks Fenton, Neil, Marsh

e.g. New algorithm for measuring mental categories

Category of Happy Faces

Human Cognition

Hsu

Page 9: Risk & Information Management. World Leaders in Applications of Risk Assessment with Bayesian Networks Fenton, Neil, Marsh

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 computersto life, Scientific American, May 2006

Page 10: Risk & Information Management. World Leaders in Applications of Risk Assessment with Bayesian Networks Fenton, Neil, Marsh

Unifying Active Discovery and Learninginteractively 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