Jonathan E. Fieldsend

2008
26	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
25	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
24	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
23	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)
22	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
21	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
20		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
19	EE	Jonathan E. Fieldsend: Regression Error Characteristic Optimisation of Non-Linear Models. Multi-Objective Machine Learning 2006: 103-123
18	EE	Richard M. Everson, Jonathan E. Fieldsend: Multi-Objective Optimisation for Receiver Operating Characteristic Analysis. Multi-Objective Machine Learning 2006: 533-556
17	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)
16	EE	Jovisa D. Zunic, Lazar Kopanja, Jonathan E. Fieldsend: Notes on shape orientation where the standard method does not work. Pattern Recognition 39(5): 856-865 (2006)
15	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
14	EE	Jonathan E. Fieldsend, Richard M. Everson: Multi-objective optimisation in the presence of uncertainty. Congress on Evolutionary Computation 2005: 243-250
13	EE	Julio E. Alvarez-Benitez, Richard M. Everson, Jonathan E. Fieldsend: A MOPSO Algorithm Based Exclusively on Pareto Dominance Concepts. EMO 2005: 459-473
12	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)
11	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)
10	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)
9	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
8	EE	Richard M. Everson, Jonathan E. Fieldsend: A Variable Metric Probabilistic k-Nearest-Neighbours Classifier. IDEAL 2004: 654-659
7	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
6	EE	Jonathan E. Fieldsend, John Matatko, Ming Peng: Cardinality Constrained Portfolio Optimisation. IDEAL 2004: 788-793
5		Jonathan E. Fieldsend, Richard M. Everson: ROC Optimisation of Safety Related Systems. ROCAI 2004: 37-44
4		Michelle Fisher, Jonathan E. Fieldsend, Richard M. Everson: Precision and Recall Optimisation for Information Access Tasks. ROCAI 2004: 45-54
2003
3		Jonathan E. Fieldsend, Richard M. Everson, Sameer Singh: Using unconstrained elite archives for multiobjective optimization. IEEE Trans. Evolutionary Computation 7(3): 305-323 (2003)
2001
2	EE	Sameer Singh, Jonathan E. Fieldsend: Pattern Matching and Neural Networks Based Hybrid Forecasting System. ICAPR 2001: 72-82
2000
1	EE	Keir Bovis, Sameer Singh, Jonathan E. Fieldsend, Chris Pinder: Identification of Masses in Digital Mammograms with MLP and RBF Nets. IJCNN (1) 2000: 342-347

Coauthor Index

1	Julio E. Alvarez-Benitez	[13]
2	Trevor C. Bailey	[7] [9] [10] [11] [12] [20] [21] [22] [23] [24]
3	Keir Bovis	[1]
4	Timothy J. Coats	[21] [23]
5	Richard M. Everson	[3] [4] [5] [7] [8] [9] [10] [11] [12] [13] [14] [15] [17] [18] [20] [21] [22] [23] [24] [25] [26]
6	Michelle Fisher	[4]
7	Adolfo Hernandez	[7] [9] [10] [11] [12] [20] [23] [24]
8	Lazar Kopanja	[16]
9	Wojtek J. Krzanowski	[7] [9] [10] [11] [12] [20] [21] [22] [23] [24]
10	Dayou Li	[21]
11	John Matatko	[6]
12	R. Misra	[25]
13	C. Murphy	[25]
14	Derek Partridge	[7] [9] [10] [11] [12] [20] [21] [22] [23] [24]
15	Ming Peng	[6]
16	Chris Pinder	[1]
17	Vitaly Schetinin	[7] [9] [10] [11] [12] [20] [21] [22] [23] [24]
18	Sameer Singh	[1] [2] [3]
19	K. I. Smith	[25]
20	Jovisa D. Zunic	[16]

Colors in the list of coauthors