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Jonathan E. Fieldsend

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2008
26EEJonathan E. Fieldsend, Richard M. Everson: On the efficient use of uncertainty when performing expensive ROC optimisation. IEEE Congress on Evolutionary Computation 2008: 3984-3991
25EEK. 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
24EEVitaly 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
23EEVitaly 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)
22EETrevor 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
21EEDerek 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
19EEJonathan E. Fieldsend: Regression Error Characteristic Optimisation of Non-Linear Models. Multi-Objective Machine Learning 2006: 103-123
18EERichard M. Everson, Jonathan E. Fieldsend: Multi-Objective Optimisation for Receiver Operating Characteristic Analysis. Multi-Objective Machine Learning 2006: 533-556
17EERichard 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)
16EEJovisa 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)
15EERichard M. Everson, Jonathan E. Fieldsend: Multi-class ROC analysis from a multi-objective optimisation perspective. Pattern Recognition Letters 27(8): 918-927 (2006)
2005
14EEJonathan E. Fieldsend, Richard M. Everson: Multi-objective optimisation in the presence of uncertainty. Congress on Evolutionary Computation 2005: 243-250
13EEJulio E. Alvarez-Benitez, Richard M. Everson, Jonathan E. Fieldsend: A MOPSO Algorithm Based Exclusively on Pareto Dominance Concepts. EMO 2005: 459-473
12EEVitaly 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)
11EEVitaly 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)
10EEVitaly 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)
9EEVitaly 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
8EERichard M. Everson, Jonathan E. Fieldsend: A Variable Metric Probabilistic k-Nearest-Neighbours Classifier. IDEAL 2004: 654-659
7EEVitaly 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
6EEJonathan 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
2EESameer Singh, Jonathan E. Fieldsend: Pattern Matching and Neural Networks Based Hybrid Forecasting System. ICAPR 2001: 72-82
2000
1EEKeir 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

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

Colors in the list of coauthors

Copyright © Sun May 17 03:24:02 2009 by Michael Ley (ley@uni-trier.de)