Norman E. Fenton
Orcid: 0000000329240510Affiliations:
 Queen Mary University of London, UK
According to our database^{1},
Norman E. Fenton
authored at least 130 papers
between 1984 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
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Bibliography
2024
Reliab. Eng. Syst. Saf., January, 2024
CoRR, 2024
Approach and Method for Bayesian Network Modelling: The Case for Pregnancy Outcomes in England and Wales.
Proceedings of the 17th International Joint Conference on Biomedical Engineering Systems and Technologies, 2024
2023
Cogn. Sci., July, 2023
Lawmaps: enabling legal AI development through visualisation of the implicit structure of legislation and lawyerly process.
Artif. Intell. Law, March, 2023
2022
Smart automotive technology adherence to the law: (de)constructing road rules for autonomous system development, verification and safety.
Int. J. Law Inf. Technol., 2022
Regionbased estimation of the partition functions for hybrid Bayesian network models.
Int. J. Intell. Syst., 2022
Product safety idioms: a method for building causal Bayesian networks for product safety and risk assessment.
CoRR, 2022
CoRR, 2022
The SelfDriving Car: Crossroads at the Bleeding Edge of Artificial Intelligence and Law.
CoRR, 2022
2021
CoRR, 2021
Current review and next steps for artificial intelligence in multiple sclerosis risk research.
Comput. Biol. Medicine, 2021
A comprehensive scoping review of Bayesian networks in healthcare: Past, present and future.
Artif. Intell. Medicine, 2021
Artif. Intell. Medicine, 2021
A Study of Using Bethe/Kikuchi Approximation for Learning Directed Graphic Models.
IEEE Access, 2021
Proceedings of the 43rd Annual Meeting of the Cognitive Science Society, 2021
Development of Bayesian Network for Multiple Sclerosis Risk Factor Interaction Analysis.
Proceedings of the Computational Intelligence Methods for Bioinformatics and Biostatistics, 2021
2020
Top. Cogn. Sci., 2020
J. Biomed. Informatics, 2020
Improved High Dimensional Discrete Bayesian Network Inference using Triplet Region Construction.
J. Artif. Intell. Res., 2020
Health Informatics J., 2020
CoRR, 2020
The role of collider bias in understanding statistics on racially biased policing.
CoRR, 2020
Bluetooth Smartphone Apps: Are they the most private and effective solution for COVID19 contact tracing?
CoRR, 2020
Public Authorities as Defendants: Using Bayesian Networks to determine the Likelihood of Success for Negligence claims in the wake of Oakden.
CoRR, 2020
A Bayesian network approach for cybersecurity risk assessment implementing and extending the FAIR model.
Comput. Secur., 2020
Artif. Intell. Medicine, 2020
The Book of Why: The New Science of Cause and Effect, Judea Pearl, Dana Mackenzie. Basic Books (2018).
Artif. Intell., 2020
Proceedings of the Digital Personalized Health and Medicine  Proceedings of MIE 2020, Medical Informatics Europe, Geneva, Switzerland, April 28, 2020
Proceedings of the 8th IEEE International Conference on Healthcare Informatics, 2020
Proceedings of the 8th IEEE International Conference on Healthcare Informatics, 2020
Managing Knowledge in Computational Models for Global Food, Nutrition and Health Technologies.
Proceedings of the IEEE Global Humanitarian Technology Conference, 2020
2019
Addressing the Practical Limitations of NoisyOR Using Conditional InterCausal AntiCorrelation with Ranked Nodes.
IEEE Trans. Knowl. Data Eng., 2019
An Extension to the NoisyOR Function to Resolve the 'Explaining Away' Deficiency for Practical Bayesian Network Problems.
IEEE Trans. Knowl. Data Eng., 2019
CoRR, 2019
Modelling competing legal arguments using Bayesian model comparison and averaging.
Artif. Intell. Law, 2019
Proceedings of the 41th Annual Meeting of the Cognitive Science Society, 2019
Standardising Clinical Caremaps: Model, Method and Graphical Notation for Caremap Specification.
Proceedings of the Biomedical Engineering Systems and Technologies, 2019
Clinical Caremap Development: How Can Caremaps Standardise Care When They Are Not Standardised?
Proceedings of the 12th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2019), 2019
2018
Int. J. Approx. Reason., 2018
Expected Value of Partial Perfect Information in Hybrid Models Using Dynamic Discretization.
IEEE Access, 2018
Proceedings of the 40th Annual Meeting of the Cognitive Science Society, 2018
Proceedings of the Biomedical Engineering Systems and Technologies, 2018
2017
Towards smartdata: Improving predictive accuracy in longterm football team performance.
Knowl. Based Syst., 2017
The opportunity prior: a simple and practical solution to the prior probability problem for legal cases.
Proceedings of the 16th edition of the International Conference on Artificial Intelligence and Law, 2017
2016
How to model mutually exclusive events based on independent causal pathways in Bayesian network models.
Knowl. Based Syst., 2016
Expert Syst. Appl., 2016
A Bayesian network framework for project cost, benefit and risk analysis with an agricultural development case study.
Expert Syst. Appl., 2016
Integrating expert knowledge with data in Bayesian networks: Preserving datadriven expectations when the expert variables remain unobserved.
Expert Syst. Appl., 2016
An empirical study of Bayesian network parameter learning with monotonic influence constraints.
Decis. Support Syst., 2016
CoRR, 2016
Value of information analysis for interventional and counterfactual Bayesian networks in forensic medical sciences.
Artif. Intell. Medicine, 2016
From complex questionnaire and interviewing data to intelligent Bayesian network models for medical decision support.
Artif. Intell. Medicine, 2016
Improving Predictive Accuracy Using SmartData rather than BigData: A Case Study of Soccer Teams' Evolving Performance.
Proceedings of the 13th UAI Bayesian Modeling Applications Workshop (BMAW 2016) colocated with the 32nd Conference on Uncertainty in Artificial Intelligence (UAI 2016), 2016
Proceedings of the Probabilistic Graphical Models  Eighth International Conference, 2016
2015
Expert Syst. Appl., 2015
Probabilistic Graphical Models Parameter Learning with Transferred Prior and Constraints.
Proceedings of the ThirtyFirst Conference on Uncertainty in Artificial Intelligence, 2015
Proceedings of the 15th International Conference on Artificial Intelligence and Law, 2015
2014
Decision Support Software for Probabilistic Risk Assessment Using Bayesian Networks.
IEEE Softw., 2014
J. Biomed. Informatics, 2014
Bayesian network approach to multinomial parameter learning using data and expert judgments.
Int. J. Approx. Reason., 2014
Calculating and understanding the value of any type of match evidence when there are potential testing errors.
Artif. Intell. Law, 2014
An Extended MPLC Model for Bayesian Network Parameter Learning with Exterior Constraints.
Proceedings of the Probabilistic Graphical Models  7th European Workshop, 2014
2013
Profiting from an inefficient association football gambling market: Prediction, risk and uncertainty using Bayesian networks.
Knowl. Based Syst., 2013
Cogn. Sci., 2013
Argument Comput., 2013
Proceedings of the 2013 UAI Application Workshops: Big Data meet Complex Models and Models for Spatial, 2013
Proceedings of the IJCAI 2013, 2013
2012
Optimizing the Calculation of Conditional Probability Tables in Hybrid Bayesian Networks Using Binary Factorization.
IEEE Trans. Knowl. Data Eng., 2012
pifootball: A Bayesian network model for forecasting Association Football match outcomes.
Knowl. Based Syst., 2012
2010
Reliab. Eng. Syst. Saf., 2010
J. Biomed. Informatics, 2010
2009
Predicting Project Velocity in XP Using a Learning Dynamic Bayesian Network Model.
IEEE Trans. Software Eng., 2009
2008
Reliab. Eng. Syst. Saf., 2008
Empir. Softw. Eng., 2008
2007
IEEE Trans. Knowl. Data Eng., 2007
Predicting software defects in varying development lifecycles using Bayesian nets.
Inf. Softw. Technol., 2007
Project Data Incorporating Qualitative Factors for Improved Software Defect Prediction.
Proceedings of the Third International Workshop on Predictor Models in Software Engineering, 2007
2006
Predicting football results using Bayesian nets and other machine learning techniques.
Knowl. Based Syst., 2006
Knowl. Based Syst., 2006
Improved Bayesian Networks for Software Project Risk Assessment Using Dynamic Discretisation.
Proceedings of the Software Engineering Techniques: Design for Quality, 2006
Proceedings of the The First International Conference on Availability, 2006
2005
Proceedings of the 20th IEEE/ACM International Conference on Automated Software Engineering (ASE 2005), 2005
2004
Proceedings of the 26th International Conference on Software Engineering (ICSE 2004), 2004
2002
IEEE Softw., 2002
J. Appl. Non Class. Logics, 2002
2001
Knowl. Based Syst., 2001
Viewpoint Article: Conducting and Presenting Empirical Software Engineering.
Empir. Softw. Eng., 2001
Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2001
2000
IEEE Trans. Software Eng., 2000
Proceedings of the 22nd International Conference on on Software Engineering, 2000
1999
IEEE Trans. Software Eng., 1999
J. Syst. Softw., 1999
IEE Proc. Softw., 1999
1998
IEEE Trans. Software Eng., 1998
IEE Proc. Softw., 1998
1997
IEEE Trans. Software Eng., 1997
IEEE Softw., 1997
1996
Softw. Qual. J., 1996
IEEE Softw., 1996
Evaluating the Effectiveness of Z: The Claims Made About CICS and Where We Go From Here.
J. Syst. Softw., 1996
Proceedings of the SafetyCritical Systems: The Convergence of High Tech and Human Factors, 1996
Software metrics  a practical and rigorous approach (2. ed.).
International Thomson, ISBN: 9781850322757, 1996
1995
IEEE Trans. Software Eng., 1995
1994
IEEE Trans. Software Eng., 1994
Software Engineering Metrics, Volume 1: Measures and Validations, by Martin Sheppard, McGrawHill, 1993 (Book Review).
Softw. Test. Verification Reliab., 1994
IEEE Softw., 1994
Computer, 1994
1993
J. Syst. Softw., 1993
J. Comput. Secur., 1993
1992
Software Quality: Theory and Management, by Alan C. Gillies, Chapman and Hall, 1992 (Book Review).
Softw. Test. Verification Reliab., 1992
The Cleanroom Approach to Quality Software Development, by Michael Dyer, Wiley, 1992 (Book Review).
Softw. Test. Verification Reliab., 1992
Softw. Eng. J., 1992
Proceedings of the Experimental Software Engineering Issues: Critical Assessment and Future Directions, 1992
Proceedings of the Experimental Software Engineering Issues: Critical Assessment and Future Directions, 1992
1991
Validating Software Measures.
Softw. Test. Verification Reliab., 1991
Software Complexity: Measures and Methods, by Horst Zuse, Published by Walter de Gruyter, 1990 (Book Review).
Softw. Test. Verification Reliab., 1991
J. Comput. Syst. Sci., 1991
Software Measurement: Why a Formal Approach?
Proceedings of the Formal Aspects of Measurement, 1991
Moving from Philosophy to Practice in Software Measurement.
Proceedings of the Formal Aspects of Measurement, 1991
Software metrics  a rigorous approach.
Chapman and Hall, ISBN: 9780412404405, 1991
1990
J. Syst. Softw., 1990
J. Syst. Softw., 1990
J. Syst. Softw., 1990
Softw. Eng. J., 1990
1986
Comput. J., 1986
1985
Theor. Comput. Sci., 1985
Softw. Microsystems, 1985
1984
Softw. Microsystems, 1984
Eur. J. Comb., 1984