MSc Project Suggestions William Marsh

Outline Who I am Research interests General ideas Specific ideas

About Me Risk and Information research group Teaching Operating systems (year 2) Real-time and critical systems (MSc) Interests Decision support Risk and critical systems

Research Interests Decision support Bayesian networks Knowledge and data Medical applications Safety and critical systems Hazards Risk models

General 1. BN decision support: prediction or diagnosis Expertise is a problem area – uncertain reasoning; Relevant data 2. Statistical Data from the Web Lots of public data 3. Real-time Programming using Cortex-M3 STM32F4 Real-time applications An interesting software technology (such as Lustre or Atom) Happy to discuss project ideas Typical student: MSc S/W Eng; MSc CIS

Display/Editor for the Evidence-base of a BN Evidence ontology for BN knowledge developed using OWL Enhance existing system for display Develop an editor for composing the knowledge. Display/Editor for the Evidence-base of a BN Evidence ontology for BN knowledge developed using OWL Enhance existing system for display Develop an editor for composing the knowledge. Specific Ideas Safety Hazard Editor/Browser New structured approach for analysing hazards Formalise using OWL Build a database and editor industry examples Database capable of handling OWL and queried using SPARQL. Safety Hazard Editor/Browser New structured approach for analysing hazards Formalise using OWL Build a database and editor industry examples Database capable of handling OWL and queried using SPARQL. Modelling Care Pathways After Surgery Heart operation followed by 3 stages of care How to organise? Initial work by a surgeon; data collected Combine / compare models: (i) Discrete event simulation models and (ii) BN Modelling Care Pathways After Surgery Heart operation followed by 3 stages of care How to organise? Initial work by a surgeon; data collected Combine / compare models: (i) Discrete event simulation models and (ii) BN Safety and Bridge Deterioration State change models of assets (e.g. bridge) Impact on safety? Interface to existing model; combine with event tree/BNs Safety and Bridge Deterioration State change models of assets (e.g. bridge) Impact on safety? Interface to existing model; combine with event tree/BNs Explaining Predictions of a BN BN from expert knowledge makes prediction How is prediction explained Graphical interface to show reasoning leading to a prediction The interface should work with any BN Explaining Predictions of a BN BN from expert knowledge makes prediction How is prediction explained Graphical interface to show reasoning leading to a prediction The interface should work with any BN

More Information More detail (incl. this presentation) Available on Tuesday 26 th, pm Complete doodle poll to book a meeting