Martin Neil

79 papers A* 3A 1B 1C 3Journal 64Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
The biased interaction game: Its dynamics and application in modelling social systems.
CoRR
Phil Mercy, Martin Neil
2025 J jnl
A Bayesian Network model of pregnancy outcomes for England and Wales.
Comput. Biol. Medicine
Scott McLachlan, Bridget J. Daley, Sam Saidi, Evangelia Kyrimi, Kudakwashe Dube, Crina Grosan, Martin Neil, Louise Rose, Norman E. Fenton
2025 J jnl
Stacking Factorizing Partitioned Expressions in Hybrid Bayesian Network Models.
ACM Trans. Knowl. Discov. Data
Peng Lin, Martin Neil, Norman E. Fenton
2024 J jnl
A hybrid Bayesian network for medical device risk assessment and management.
Reliab. Eng. Syst. Saf.
Joshua Hunte, Martin Neil, Norman E. Fenton
2024 — conf
Approach and Method for Bayesian Network Modelling: The Case for Pregnancy Outcomes in England and Wales.
BIOSTEC (2)
Scott McLachlan, Bridget J. Daley, Sam Saidi, Evangelia Kyrimi, Kudakwashe Dube, Crina Grosan, Martin Neil, Louise Rose, Norman E. Fenton
2024 J jnl
Stacking Factorizing Partitioned Expressions in Hybrid Bayesian Network Models.
CoRR
Peng Lin, Martin Neil, Norman E. Fenton
2022 J jnl
A hybrid Bayesian network for medical device risk assessment and management.
CoRR
Joshua Hunte, Martin Neil, Norman E. Fenton
2022 J jnl
Product safety idioms: a method for building causal Bayesian networks for product safety and risk assessment.
CoRR
Joshua Hunte, Martin Neil, Norman E. Fenton
2022 J jnl
Region-based estimation of the partition functions for hybrid Bayesian network models.
Int. J. Intell. Syst.
Peng Lin, Martin Neil, Norman E. Fenton, Eugene Dementiev
2022 J jnl
Smart automotive technology adherence to the law: (de)constructing road rules for autonomous system development, verification and safety.
Int. J. Law Inf. Technol.
Scott McLachlan, Martin Neil, Kudakwashe Dube, Ronny Bogani, Norman E. Fenton, Burkhard Schafer
2021 J jnl
A Bayesian-network-based cybersecurity adversarial risk analysis framework with numerical examples.
CoRR
Jiali Wang, Martin Neil
2021 J jnl
A Study of Using Bethe/Kikuchi Approximation for Learning Directed Graphic Models.
IEEE Access
Peng Lin, Martin Neil, Norman E. Fenton
2021 J jnl
How do some Bayesian Network machine learned graphs compare to causal knowledge?
CoRR
Anthony C. Constantinou, Norman E. Fenton, Martin Neil
2021 J jnl
Smart Automotive Technology Adherence to the Law: (De)Constructing Road Rules for Autonomous System Development, Verification and Safety.
CoRR
Scott McLachlan, Martin Neil, Kudakwashe Dube, Ronny Bogani, Norman E. Fenton, Burkhard Schafer
2020 J jnl
A Bayesian network approach for cybersecurity risk assessment implementing and extending the FAIR model.
Comput. Secur.
Jiali Wang, Martin Neil, Norman E. Fenton
2020 J jnl
Analyzing the Simonshaven Case Using Bayesian Networks.
Top. Cogn. Sci.
Norman E. Fenton, Martin Neil, Barbaros Yet, David A. Lagnado
2020 J jnl
Bluetooth Smartphone Apps: Are they the most private and effective solution for COVID-19 contact tracing?
CoRR
Scott McLachlan, Peter Lucas, Kudakwashe Dube, Graham A. Hitman, Magda Osman, Evangelia Kyrimi, Martin Neil, Norman E. Fenton
2020 J jnl
Improved High Dimensional Discrete Bayesian Network Inference using Triplet Region Construction.
J. Artif. Intell. Res.
Peng Lin, Martin Neil, Norman E. Fenton
2020 J jnl
Medical idioms for clinical Bayesian network development.
CoRR
Evangelia Kyrimi, Mariana Raniere Neves, Scott McLachlan, Martin Neil, William Marsh, Norman E. Fenton
2020 J jnl
Medical idioms for clinical Bayesian network development.
J. Biomed. Informatics
Evangelia Kyrimi, Mariana Raniere Neves, Scott McLachlan, Martin Neil, William Marsh, Norman E. Fenton
2020 J jnl
Product risk assessment: a Bayesian network approach.
CoRR
Joshua Hunte, Martin Neil, Norman E. Fenton
2020 — conf
Real-time Online Probabilistic Medical Computation using Bayesian Networks.
ICHI
Scott McLachlan, Haydn Paterson, Kudakwashe Dube, Evangelia Kyrimi, Eugene Dementiev, Martin Neil, Bridget J. Daley, Graham A. Hitman, Norman E. Fenton
2020 J jnl
The Book of Why: The New Science of Cause and Effect, Judea Pearl, Dana Mackenzie. Basic Books (2018).
Artif. Intell.
Norman E. Fenton, Martin Neil, Anthony C. Constantinou
2020 J jnl
The role of collider bias in understanding statistics on racially biased policing.
CoRR
Norman E. Fenton, Martin Neil, Steven Frazier
2019 J jnl
Addressing the Practical Limitations of Noisy-OR Using Conditional Inter-Causal Anti-Correlation with Ranked Nodes.
IEEE Trans. Knowl. Data Eng.
Takao Noguchi, Norman E. Fenton, Martin Neil
2019 J jnl
An Extension to the Noisy-OR Function to Resolve the 'Explaining Away' Deficiency for Practical Bayesian Network Problems.
IEEE Trans. Knowl. Data Eng.
Norman E. Fenton, Takao Noguchi, Martin Neil
2019 J jnl
Modelling competing legal arguments using Bayesian model comparison and averaging.
Artif. Intell. Law
Martin Neil, Norman E. Fenton, David A. Lagnado, Richard David Gill
2019 J jnl
Simpson's Paradox and the implications for medical trials.
CoRR
Norman E. Fenton, Martin Neil, Anthony C. Constantinou
2018 J jnl
An improved method for solving Hybrid Influence Diagrams.
Int. J. Approx. Reason.
Barbaros Yet, Martin Neil, Norman E. Fenton, Anthony C. Constantinou, Eugene Dementiev
2018 J jnl
Expected Value of Partial Perfect Information in Hybrid Models Using Dynamic Discretization.
IEEE Access
Barbaros Yet, Anthony C. Constantinou, Norman E. Fenton, Martin Neil
2017 C conf
The opportunity prior: a simple and practical solution to the prior probability problem for legal cases.
ICAIL
Norman E. Fenton, David A. Lagnado, Christian Dahlman, Martin Neil
2016 J jnl
A Bayesian network framework for project cost, benefit and risk analysis with an agricultural development case study.
Expert Syst. Appl.
Barbaros Yet, Anthony C. Constantinou, Norman E. Fenton, Martin Neil, Eike Luedeling, Keith D. Shepherd
2016 J jnl
How to model mutually exclusive events based on independent causal pathways in Bayesian network models.
Knowl. Based Syst.
Norman E. Fenton, Martin Neil, David A. Lagnado, William Marsh, Barbaros Yet, Anthony C. Constantinou
2016 J jnl
Integrating expert knowledge with data in Bayesian networks: Preserving data-driven expectations when the expert variables remain unobserved.
Expert Syst. Appl.
Anthony Costa Constantinou, Norman E. Fenton, Martin Neil
2016 J jnl
Region Based Approximation for High Dimensional Bayesian Network Models.
CoRR
Peng Lin, Martin Neil, Norman E. Fenton
2016 J jnl
Value of information analysis for interventional and counterfactual Bayesian networks in forensic medical sciences.
Artif. Intell. Medicine
Anthony Costa Constantinou, Barbaros Yet, Norman E. Fenton, Martin Neil, William Marsh
2015 A conf
Probabilistic Graphical Models Parameter Learning with Transferred Prior and Constraints.
UAI
Yun Zhou, Norman E. Fenton, Timothy M. Hospedales, Martin Neil
2014 — conf
An Extended MPL-C Model for Bayesian Network Parameter Learning with Exterior Constraints.
Probabilistic Graphical Models
Yun Zhou, Norman E. Fenton, Martin Neil
2014 J jnl
Bayesian network approach to multinomial parameter learning using data and expert judgments.
Int. J. Approx. Reason.
Yun Zhou, Norman E. Fenton, Martin Neil
2014 J jnl
Calculating and understanding the value of any type of match evidence when there are potential testing errors.
Artif. Intell. Law
Norman E. Fenton, Martin Neil, Anne Hsu
2014 J jnl
Decision Support Software for Probabilistic Risk Assessment Using Bayesian Networks.
IEEE Softw.
Norman E. Fenton, Martin Neil
2013 J jnl
A General Structure for Legal Arguments About Evidence Using Bayesian Networks.
Cogn. Sci.
Norman E. Fenton, Martin Neil, David A. Lagnado
2013 — conf
Fast Approximate Inference in Hybrid Bayesian Networks Using Dynamic Discretisation.
IWINAC (1)
Helge Langseth, David Marquez, Martin Neil
2013 A* conf
Incorporating Expert Judgement into Bayesian Network Machine Learning.
IJCAI
Yun Zhou, Norman E. Fenton, Martin Neil, Cheng Zhu
2013 J jnl
Legal idioms: a framework for evidential reasoning.
Argument Comput.
David A. Lagnado, Norman E. Fenton, Martin Neil
2013 J jnl
Profiting from an inefficient association football gambling market: Prediction, risk and uncertainty using Bayesian networks.
Knowl. Based Syst.
Anthony C. Constantinou, Norman E. Fenton, Martin Neil
2012 J jnl
Availability modelling of repairable systems using Bayesian networks.
Eng. Appl. Artif. Intell.
Martin Neil, David Marquez
2012 J jnl
Optimizing the Calculation of Conditional Probability Tables in Hybrid Bayesian Networks Using Binary Factorization.
IEEE Trans. Knowl. Data Eng.
Martin Neil, Xiaoli Chen, Norman E. Fenton
2012 J jnl
pi-football: A Bayesian network model for forecasting Association Football match outcomes.
Knowl. Based Syst.
Anthony C. Constantinou, Norman E. Fenton, Martin Neil
2010 J jnl
Comparing risks of alternative medical diagnosis using Bayesian arguments.
J. Biomed. Informatics
Norman E. Fenton, Martin Neil
2010 J jnl
Improved reliability modeling using Bayesian networks and dynamic discretization.
Reliab. Eng. Syst. Saf.
David Marquez, Martin Neil, Norman E. Fenton
2009 J jnl
Predicting Project Velocity in XP Using a Learning Dynamic Bayesian Network Model.
IEEE Trans. Software Eng.
Peter Stewart Hearty, Norman E. Fenton, David Marquez, Martin Neil
2008 J jnl
Modelling dependable systems using hybrid Bayesian networks.
Reliab. Eng. Syst. Saf.
Martin Neil, Manesh Tailor, David Marquez, Norman E. Fenton, Peter Stewart Hearty
2008 J jnl
On the effectiveness of early life cycle defect prediction with Bayesian Nets.
Empir. Softw. Eng.
Norman E. Fenton, Martin Neil, William Marsh, Peter Stewart Hearty, Lukasz Radlinski, Paul Krause
2007 J jnl
Inference in hybrid Bayesian networks using dynamic discretization.
Stat. Comput.
Martin Neil, Manesh Tailor, David Marquez
2007 J jnl
Predicting software defects in varying development lifecycles using Bayesian nets.
Inf. Softw. Technol.
Norman E. Fenton, Martin Neil, William Marsh, Peter Stewart Hearty, David Marquez, Paul Krause, Rajat Mishra
2007 — conf
Project Data Incorporating Qualitative Factors for Improved Software Defect Prediction.
PROMISE@ICSE
Norman E. Fenton, Martin Neil, William Marsh, Peter Stewart Hearty, Lukasz Radlinski, Paul Krause
2007 J jnl
Using Ranked Nodes to Model Qualitative Judgments in Bayesian Networks.
IEEE Trans. Knowl. Data Eng.
Norman E. Fenton, Martin Neil, Jose Galan Caballero
2006 — conf
Improved Bayesian Networks for Software Project Risk Assessment Using Dynamic Discretisation.
SET
Norman E. Fenton, Lukasz Radlinski, Martin Neil
2006 B conf
Modeling Dependable Systems using Hybrid Bayesian Networks.
ARES
Martin Neil, Manesh Tailor, Norman E. Fenton, David Marquez, Peter Stewart Hearty
2006 J jnl
Predicting football results using Bayesian nets and other machine learning techniques.
Knowl. Based Syst.
Anito Joseph, Norman E. Fenton, Martin Neil
2005 A* conf
Automated population of causal models for improved software risk assessment.
ASE
Peter Stewart Hearty, Norman E. Fenton, Martin Neil, Patrick Cates
2004 A* conf
Making Resource Decisions for Software Projects.
ICSE
Norman E. Fenton, William Marsh, Martin Neil, Patrick Cates, Simon Forey, Manesh Tailor
2002 J jnl
Probability modelling for software quality control.
J. Appl. Non Class. Logics
Norman E. Fenton, Paul Krause, Martin Neil
2002 J jnl
Software Measurement: Uncertainty and Causal Modeling.
IEEE Softw.
Norman E. Fenton, Paul Krause, Martin Neil
2001 J jnl
Making decisions: using Bayesian nets and MCDA.
Knowl. Based Syst.
Norman E. Fenton, Martin Neil
2001 C conf
Probabilistic Modelling for Software Quality Control.
ECSQARU
Norman E. Fenton, Paul Krause, Martin Neil
2000 — conf
Software metrics: roadmap.
ICSE - Future of SE Track
Norman E. Fenton, Martin Neil
1999 J jnl
A Critique of Software Defect Prediction Models.
IEEE Trans. Software Eng.
Norman E. Fenton, Martin Neil
1999 J jnl
Software metrics: successes, failures and new directions.
J. Syst. Softw.
Norman E. Fenton, Martin Neil
1998 J jnl
A Strategy for Improving Safety Related Software Engineering Standards.
IEEE Trans. Software Eng.
Norman E. Fenton, Martin Neil
1998 J jnl
Assesing dependability of safety critical systems using diverse evidence.
IEE Proc. Softw.
Norman E. Fenton, Bev Littlewood, Martin Neil, Lorenzo Strigini, Alistair G. Sutcliffe, David Wright
1998 J jnl
Lessons from Using Z to Specify a Software Tool.
IEEE Trans. Software Eng.
Martin Neil, Gary Ostrolenk, Mary Tobin, Mark Southworth
1997 J jnl
Are software failures deterministic?
Inf. Softw. Technol.
Martin Neil
1996 C conf
Applying Bayesian Belief Networks to System Dependability Assessment.
SSS
Martin Neil, Bev Littlewood, Norman E. Fenton
1995 J jnl
Metrics and Models in Software Quality Engineering, by Stephen H. Kan, Addison-Wesley, 1995 (Book Review).
Softw. Test. Verification Reliab.
Martin Neil
1993 J jnl
Data linkage maps.
J. Softw. Maintenance Res. Pract.
Martin Neil, Richard Bache
1992 J jnl
Multivariate Assessment of Software Products.
Softw. Test. Verification Reliab.
Martin Neil
1990 J jnl
Measures for maintenance management: A case study.
J. Softw. Maintenance Res. Pract.
Martin Neil, Robert J. Cole, David Slater