55 citations · 134 across the 16 of their papers we have counts for
17 papers
Stacking Factorizing Partitioned Expressions in Hybrid Bayesian Network Models
Peng Lin, Martin Neil, Norman Fenton
Hybrid Bayesian networks (HBN) contain complex conditional probabilistic distributions (CPD) specified as partitioned expressions over discrete and continuous variables. The size o…
A hybrid Bayesian network for medical device risk assessment and management
Joshua Hunte, Martin Neil, Norman Fenton
ISO 14971 is the primary standard used for medical device risk management. While it specifies the requirements for medical device risk management, it does not specify a particular…
Product safety idioms: a method for building causal Bayesian networks for product safety and risk assessment
Joshua Hunte, Martin Neil, Norman Fenton
Idioms are small, reusable Bayesian network (BN) fragments that represent generic types of uncertain reasoning. This paper shows how idioms can be used to build causal BNs for prod…
Bayesian hypothesis testing and hierarchical modelling of ivermectin effectiveness in treating Covid-19
Martin Neil, Norman Fenton
Ivermectin is an antiparasitic drug that some have claimed is an effective treatment for reducing Covid-19 deaths. To test this claim, two recent peer reviewed papers both conducte…
Smart Automotive Technology Adherence to the Law: (De)Constructing Road Rules for Autonomous System Development, Verification and Safety
Scott McLachlan, Martin Neil, Kudakwashe Dube +3
Driving is an intuitive task that requires skills, constant alertness and vigilance for unexpected events. The driving task also requires long concentration spans focusing on the e…
Calculating the Likelihood Ratio for Multiple Pieces of Evidence
Norman Fenton, Martin Neil
When presenting forensic evidence, such as a DNA match, experts often use the Likelihood ratio (LR) to explain the impact of evidence . The LR measures the probative value of the e…