2008 |
28 | EE | Jonathan E. Fieldsend,
Richard M. Everson:
On the efficient use of uncertainty when performing expensive ROC optimisation.
IEEE Congress on Evolutionary Computation 2008: 3984-3991 |
27 | EE | K. I. Smith,
Richard M. Everson,
Jonathan E. Fieldsend,
C. Murphy,
R. Misra:
Dominance-Based Multiobjective Simulated Annealing.
IEEE Trans. Evolutionary Computation 12(3): 323-342 (2008) |
2007 |
26 | EE | Vitaly Schetinin,
Jonathan E. Fieldsend,
Derek Partridge,
Wojtek J. Krzanowski,
Richard M. Everson,
Trevor C. Bailey,
Adolfo Hernandez:
Estimating Classification Uncertainty of Bayesian Decision TreeTechnique on Financial Data.
Perception-based Data Mining and Decision Making in Economics and Finance 2007: 155-179 |
25 | EE | Vitaly Schetinin,
Jonathan E. Fieldsend,
Derek Partridge,
Timothy J. Coats,
Wojtek J. Krzanowski,
Richard M. Everson,
Trevor C. Bailey,
Adolfo Hernandez:
Confident Interpretation of Bayesian Decision Tree Ensembles for Clinical Applications.
IEEE Transactions on Information Technology in Biomedicine 11(3): 312-319 (2007) |
24 | EE | Alexander Schmolck,
Richard M. Everson:
Smooth relevance vector machine: a smoothness prior extension of the RVM.
Machine Learning 68(2): 107-135 (2007) |
23 | EE | Trevor C. Bailey,
Richard M. Everson,
Jonathan E. Fieldsend,
Wojtek J. Krzanowski,
Derek Partridge,
Vitaly Schetinin:
Representing classifier confidence in the safety critical domain: an illustration from mortality prediction in trauma cases.
Neural Computing and Applications 16(1): 1-10 (2007) |
2006 |
22 | EE | Derek Partridge,
Vitaly Schetinin,
Dayou Li,
Timothy J. Coats,
Jonathan E. Fieldsend,
Wojtek J. Krzanowski,
Richard M. Everson,
Trevor C. Bailey:
Interpretability of Bayesian Decision Trees Induced from Trauma Data.
ICAISC 2006: 972-981 |
21 | | Vitaly Schetinin,
Jonathan E. Fieldsend,
Derek Partridge,
Wojtek J. Krzanowski,
Richard M. Everson,
Trevor C. Bailey,
Adolfo Hernandez:
A Bayesian Methodology for Estimating Uncertainty of Decisions in Safety-Critical Systems.
Integrated Intelligent Systems for Engineering Design 2006: 82-96 |
20 | EE | Richard M. Everson,
Jonathan E. Fieldsend:
Multi-Objective Optimisation for Receiver Operating Characteristic Analysis.
Multi-Objective Machine Learning 2006: 533-556 |
19 | EE | Richard M. Everson,
Jonathan E. Fieldsend:
Multiobjective Optimization of Safety Related Systems: An Application to Short-Term Conflict Alert.
IEEE Trans. Evolutionary Computation 10(2): 187-198 (2006) |
18 | EE | Richard M. Everson,
Jonathan E. Fieldsend:
Multi-class ROC analysis from a multi-objective optimisation perspective.
Pattern Recognition Letters 27(8): 918-927 (2006) |
2005 |
17 | EE | Jonathan E. Fieldsend,
Richard M. Everson:
Multi-objective optimisation in the presence of uncertainty.
Congress on Evolutionary Computation 2005: 243-250 |
16 | EE | Julio E. Alvarez-Benitez,
Richard M. Everson,
Jonathan E. Fieldsend:
A MOPSO Algorithm Based Exclusively on Pareto Dominance Concepts.
EMO 2005: 459-473 |
15 | EE | Vitaly Schetinin,
Jonathan E. Fieldsend,
Derek Partridge,
Wojtek J. Krzanowski,
Richard M. Everson,
Trevor C. Bailey,
Adolfo Hernandez:
The Bayesian Decision Tree Technique with a Sweeping Strategy
CoRR abs/cs/0504042: (2005) |
14 | EE | Vitaly Schetinin,
Derek Partridge,
Wojtek J. Krzanowski,
Richard M. Everson,
Jonathan E. Fieldsend,
Trevor C. Bailey,
Adolfo Hernandez:
Experimental Comparison of Classification Uncertainty for Randomised and Bayesian Decision Tree Ensembles
CoRR abs/cs/0504043: (2005) |
13 | EE | Vitaly Schetinin,
Jonathan E. Fieldsend,
Derek Partridge,
Wojtek J. Krzanowski,
Richard M. Everson,
Trevor C. Bailey,
Adolfo Hernandez:
Estimating Classification Uncertainty of Bayesian Decision Tree Technique on Financial Data
CoRR abs/cs/0504065: (2005) |
12 | EE | Vitaly Schetinin,
Jonathan E. Fieldsend,
Derek Partridge,
Wojtek J. Krzanowski,
Richard M. Everson,
Trevor C. Bailey,
Adolfo Hernandez:
Comparison of the Bayesian and Randomised Decision Tree Ensembles within an Uncertainty Envelope Technique
CoRR abs/cs/0504066: (2005) |
2004 |
11 | | Zheng Rong Yang,
Richard M. Everson,
Hujun Yin:
Intelligent Data Engineering and Automated Learning - IDEAL 2004, 5th International Conference, Exeter, UK, August 25-27, 2004, Proceedings
Springer 2004 |
10 | EE | Richard M. Everson,
Jonathan E. Fieldsend:
A Variable Metric Probabilistic k-Nearest-Neighbours Classifier.
IDEAL 2004: 654-659 |
9 | EE | Vitaly Schetinin,
Derek Partridge,
Wojtek J. Krzanowski,
Richard M. Everson,
Jonathan E. Fieldsend,
Trevor C. Bailey,
Adolfo Hernandez:
Experimental Comparison of Classification Uncertainty for Randomised and Bayesian Decision Tree Ensembles.
IDEAL 2004: 726-732 |
8 | | Jonathan E. Fieldsend,
Richard M. Everson:
ROC Optimisation of Safety Related Systems.
ROCAI 2004: 37-44 |
7 | | Michelle Fisher,
Jonathan E. Fieldsend,
Richard M. Everson:
Precision and Recall Optimisation for Information Access Tasks.
ROCAI 2004: 45-54 |
2003 |
6 | EE | Michelle Fisher,
Richard M. Everson:
Representing interests as a hyperlinked document collection.
CIKM 2003: 378-385 |
5 | EE | Michelle Fisher,
Richard M. Everson:
When Are Links Useful? Experiments in Text Classification.
ECIR 2003: 41-56 |
4 | | Jonathan E. Fieldsend,
Richard M. Everson,
Sameer Singh:
Using unconstrained elite archives for multiobjective optimization.
IEEE Trans. Evolutionary Computation 7(3): 305-323 (2003) |
2002 |
3 | | James E. Pettinger,
Richard M. Everson:
Controlling Genetic Algorithms With Reinforcement Learning.
GECCO 2002: 692 |
2000 |
2 | EE | Stephen J. Roberts,
Richard M. Everson,
Iead Rezek:
Maximum certainty data partitioning.
Pattern Recognition 33(5): 833-839 (2000) |
1999 |
1 | | Richard M. Everson,
Stephen J. Roberts:
Independent Component Analysis: A Flexible Nonlinearity and Decorrelating Manifold Approach.
Neural Computation 11(8): 1957-1983 (1999) |