Norman E. Fenton

According to our database1, Norman E. Fenton authored at least 90 papers between 1984 and 2019.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.



In proceedings 
PhD thesis 





Addressing the Practical Limitations of Noisy-OR Using Conditional Inter-Causal Anti-Correlation with Ranked Nodes.
IEEE Trans. Knowl. Data Eng., 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

An improved method for solving Hybrid Influence Diagrams.
Int. J. Approx. Reasoning, 2018

Expected Value of Partial Perfect Information in Hybrid Models Using Dynamic Discretization.
IEEE Access, 2018

Updating Prior Beliefs Based on Ambiguous Evidence.
Proceedings of the 40th Annual Meeting of the Cognitive Science Society, 2018

Towards smart-data: Improving predictive accuracy in long-term 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 Articial Intelligence and Law, 2017

How to model mutually exclusive events based on independent causal pathways in Bayesian network models.
Knowl.-Based Syst., 2016

When and where to transfer for Bayesian network parameter learning.
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 data-driven expectations when the expert variables remain unobserved.
Expert Syst. Appl., 2016

An empirical study of Bayesian network parameter learning with monotonic influence constraints.
Decision Support Systems, 2016

Value of information analysis for interventional and counterfactual Bayesian networks in forensic medical sciences.
Artificial Intelligence in Medicine, 2016

From complex questionnaire and interviewing data to intelligent Bayesian network models for medical decision support.
Artificial Intelligence in Medicine, 2016

Improving Predictive Accuracy Using Smart-Data rather than Big-Data: A Case Study of Soccer Teams' Evolving Performance.
Proceedings of the 13th UAI Bayesian Modeling Applications Workshop (BMAW 2016) co-located with the 32nd Conference on Uncertainty in Artificial Intelligence (UAI 2016), 2016

Bayesian Torrent Classification by File Name and Size Only.
Proceedings of the Probabilistic Graphical Models - Eighth International Conference, 2016

Risk assessment and risk management of violent reoffending among prisoners.
Expert Syst. Appl., 2015

Probabilistic Graphical Models Parameter Learning with Transferred Prior and Constraints.
Proceedings of the Thirty-First Conference on Uncertainty in Artificial Intelligence, 2015

Causal analysis for attributing responsibility in legal cases.
Proceedings of the 15th International Conference on Artificial Intelligence and Law, 2015

Decision Support Software for Probabilistic Risk Assessment Using Bayesian Networks.
IEEE Software, 2014

Not just data: A method for improving prediction with knowledge.
Journal of Biomedical Informatics, 2014

Bayesian network approach to multinomial parameter learning using data and expert judgments.
Int. J. Approx. Reasoning, 2014

Calculating and understanding the value of any type of match evidence when there are potential testing errors.
Artif. Intell. Law, 2014

An Extended MPL-C Model for Bayesian Network Parameter Learning with Exterior Constraints.
Proceedings of the Probabilistic Graphical Models - 7th European Workshop, 2014

Profiting from an inefficient association football gambling market: Prediction, risk and uncertainty using Bayesian networks.
Knowl.-Based Syst., 2013

A General Structure for Legal Arguments About Evidence Using Bayesian Networks.
Cognitive Science, 2013

Legal idioms: a framework for evidential reasoning.
Argument & Computation, 2013

Predicting Latent Variables with Knowledge and Data: A Case Study in Trauma Care.
Proceedings of the 2013 UAI Application Workshops: Big Data meet Complex Models and Models for Spatial, 2013

Incorporating Expert Judgement into Bayesian Network Machine Learning.
Proceedings of the IJCAI 2013, 2013

Optimizing the Calculation of Conditional Probability Tables in Hybrid Bayesian Networks Using Binary Factorization.
IEEE Trans. Knowl. Data Eng., 2012

pi-football: A Bayesian network model for forecasting Association Football match outcomes.
Knowl.-Based Syst., 2012

Improved reliability modeling using Bayesian networks and dynamic discretization.
Rel. Eng. & Sys. Safety, 2010

Comparing risks of alternative medical diagnosis using Bayesian arguments.
Journal of Biomedical Informatics, 2010

Predicting Project Velocity in XP Using a Learning Dynamic Bayesian Network Model.
IEEE Trans. Software Eng., 2009

Modelling dependable systems using hybrid Bayesian networks.
Rel. Eng. & Sys. Safety, 2008

On the effectiveness of early life cycle defect prediction with Bayesian Nets.
Empirical Software Engineering, 2008

Using Ranked Nodes to Model Qualitative Judgments in Bayesian Networks.
IEEE Trans. Knowl. Data Eng., 2007

Predicting software defects in varying development lifecycles using Bayesian nets.
Information & Software Technology, 2007

Predicting football results using Bayesian nets and other machine learning techniques.
Knowl.-Based Syst., 2006

Risk and confidence analysis for fuzzy multicriteria decision making.
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

Modeling Dependable Systems using Hybrid Bayesian Networks.
Proceedings of the The First International Conference on Availability, 2006

Automated population of causal models for improved software risk assessment.
Proceedings of the 20th IEEE/ACM International Conference on Automated Software Engineering (ASE 2005), 2005

Making Resource Decisions for Software Projects.
Proceedings of the 26th International Conference on Software Engineering (ICSE 2004), 2004

Software Measurement: Uncertainty and Causal Modeling.
IEEE Software, 2002

Probability modelling for software quality control.
Journal of Applied Non-Classical Logics, 2002

Making decisions: using Bayesian nets and MCDA.
Knowl.-Based Syst., 2001

Viewpoint Article: Conducting and Presenting Empirical Software Engineering.
Empirical Software Engineering, 2001

Probabilistic Modelling for Software Quality Control.
Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2001

Quantitative Analysis of Faults and Failures in a Complex Software System.
IEEE Trans. Software Eng., 2000

Software metrics: roadmap.
Proceedings of the 22nd International Conference on on Software Engineering, 2000

A Critique of Software Defect Prediction Models.
IEEE Trans. Software Eng., 1999

Software metrics: successes, failures and new directions.
Journal of Systems and Software, 1999

Effects of structure on the comprehensivility of formal specifications.
IEE Proceedings - Software, 1999

A Strategy for Improving Safety Related Software Engineering Standards.
IEEE Trans. Software Eng., 1998

Assesing dependability of safety critical systems using diverse evidence.
IEE Proceedings - Software, 1998

Reply to: Comments on "Toward a Framework for Software Measurement Validation".
IEEE Trans. Software Eng., 1997

Implementing Effective Software Metrics Programs.
IEEE Software, 1997

Software quality programmes: a snapshot of theory versus reality.
Software Quality Journal, 1996

Point-Counterpoint: Do Standards Improve Quality?
IEEE Software, 1996

Evaluating the Effectiveness of Z: The Claims Made About CICS and Where We Go From Here.
Journal of Systems and Software, 1996

Applying Bayesian Belief Networks to System Dependability Assessment.
Proceedings of the Safety-Critical Systems: The Convergence of High Tech and Human Factors, 1996

Software metrics - a practical and rigorous approach (2. ed.).
International Thomson, ISBN: 978-1-85032-275-7, 1996

Towards a Framework for Software Measurement Validation.
IEEE Trans. Software Eng., 1995

Software Measurement: A Necessary Scientific Basis.
IEEE Trans. Software Eng., 1994

Software Engineering Metrics, Volume 1: Measures and Validations, by Martin Sheppard, McGraw-Hill, 1993 (Book Review).
Softw. Test., Verif. Reliab., 1994

Science and Substance: A Challenge to Software Engineers.
IEEE Software, 1994

Evaluating Software Engineering Standards.
IEEE Computer, 1994

How effective are software engineering methods?
Journal of Systems and Software, 1993

Towards Operational Measures of Computer Security.
Journal of Computer Security, 1993

Software Quality: Theory and Management, by Alan C. Gillies, Chapman and Hall, 1992 (Book Review).
Softw. Test., Verif. Reliab., 1992

The Cleanroom Approach to Quality Software Development, by Michael Dyer, Wiley, 1992 (Book Review).
Softw. Test., Verif. Reliab., 1992

When a software measure is not a measure.
Software Engineering Journal, 1992

Session 2 Summary: Objectives and Context of Measurement or Experimentation.
Proceedings of the Experimental Software Engineering Issues: Critical Assessment and Future Directions, 1992

Position Paper.
Proceedings of the Experimental Software Engineering Issues: Critical Assessment and Future Directions, 1992

Validating Software Measures.
Softw. Test., Verif. Reliab., 1991

Software Complexity: Measures and Methods, by Horst Zuse, Published by Walter de Gruyter, 1990 (Book Review).
Softw. Test., Verif. Reliab., 1991

Program Structures: Some New Characterisations.
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: 978-0-412-40440-5, 1991

Deriving structurally based software measures.
Journal of Systems and Software, 1990

Software measurement: A conceptual framework.
Journal of Systems and Software, 1990

A philosophy for software measurement.
Journal of Systems and Software, 1990

Software metrics: theory, tools and validation.
Software Engineering Journal, 1990

Axiomatic Approach to Software Metrication Through Program Decomposition.
Comput. J., 1986

A Generalised Mathematical Theory of Structured Programming.
Theor. Comput. Sci., 1985

A rigorous approach to structural analysis and metrication of software.
Software & Microsystems, 1985

Structured programming: a tutorial guide.
Software & Microsystems, 1984

Matroid Representation of Projective Spaces.
Eur. J. Comb., 1984