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Prof Jonathan Fieldsend

Publications

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| 2017 | 2016 | 2015 | 2014 | 2013 | 2012 | 2011 | 2010 | 2009 | 2008 | 2007 | 2006 | 2005 | 2004 | 2003 | 2002 | 2001 | 2000 | 1999 | Patents |

2017

2016

  • Rahat AAM, Everson RM, Fieldsend JE. (2016) Evolutionary Multi-Path Routing for Network Lifetime and Robustness in Wireless Sensor Networks, Ad Hoc Networks, DOI:10.1016/j.adhoc.2016.08.005. [PDF]
  • Fieldsend JE. (2016) Dynamic Visualisation of Many-Objective Populations, OR58, Portsmouth, 6th - 8th Sep 2016, OR58 Annual Conference - Keynote Papers and Extended Abstracts, pages 57-67. [PDF]
  • Fieldsend JE. (2016) Enabling Dominance Resistance in Visualisable Distance-Based Many-Objective Problems, GECCO, Denver, Colorado, Usa, 20th - 24th Jul 2016, GECCO'16 Companion, pages 1429-1436. [PDF]

2015

2014

  • Rahat AAM, Everson RM, Fieldsend JE. (2014) Multi-Objective Routing Optimisation for Battery-Powered Wireless Sensor Mesh Networks, Genetic and Evolutionary Computation Conference, GECCO'14, Vancouver, Canada, 12th - 16th Jul 2014. [PDF]
  • Fieldsend JE, Everson RM. (2014) Efficiently Identifying Pareto Solutions when Objective Values Change, Genetic and Evolutionary Computation Conference, GECCO'14, Vancouver, Canada, 12th - 16th Jul 2014. [PDF]
  • Fieldsend JE. (2014) Running Up Those Hills: Multi-Modal Search with the Niching Migratory Multi-Swarm Optimiser, IEEE Congress on Evolutionary Computation, Beijing, 6th - 11th Jul 2014. [PDF]
  • Aumjaud P, Smith CW, Fieldsend JE, Evans KE. (2014) Optimised location and orientation of passive viscoelastic dampers for lightweight sandwich structures, 16th International Conference on Experimental Mechanics. [PDF]
  • Everson RM, Walker DJ, Fieldsend JE. (2014) Life on the Edge: Characterising the Edges of Mutually Non-dominating Sets, Evolutionary Computation, volume 22, no. 3, pages 479-501. [PDF]

2013

  • Fieldsend JE, Everson RM. (2013) On the efficient maintenance and updating of Pareto solutions when assigned objectives values may change, Computer Science, University of Exeter. [PDF]
  • Harrison M, Fieldsend JE, Lawes A, Somerfield D. (2013) The Impact of an Automated Checklist on Reliability of Inpatient Psychiatric Care, The Royal College of Psychiatrists’ International Congress, Edinburgh, 2nd - 5th Jul 2013.
  • Fieldsend JE. (2013) Multi-Modal Optimisation using a Localised Surrogates Assisted Evolutionary Algorithm, UK Workshop on Computational Intelligence (UKCI 2013), University Of Surrey, 9th - 11th Sep 2013. [PDF]
  • Everson RM, Walker DJ, Fieldsend JE. (2013) Edges of Mutually Non-dominating Sets, Genetic and Evolutionary Computation Conference, GECCO'13, Amsterdam. [PDF]
  • Woolard MM, Fieldsend JE. (2013) On the Effect of Selection and Archiving Operators in Many-Objective Particle Swarm Optimisation, Genetic and Evolutionary Computation Conference, GECCO'13, Amsterdam. [PDF]
  • Fieldsend JE, Everson RM. (2013) Visualising high-dimensional Pareto relationships in two-dimensional scatterplots, Evolutionary Multi-criterion Optimization, EMO 2013, Sheffield, Lecture Notes in Computer Science, volume 7811, pages 558-572. [PDF]
  • Walker DJ, Everson RM, Fieldsend JE. (2013) Visualising Mutually Non-dominating Solution Sets in Many-objective Optimisation, IEEE Transactions on Evolutionary Computation, volume 17, no. 2, pages 165-184, DOI:10.1109/TEVC.2012.2225064. [PDF]

2012

2011

  • McClymont K, Walker D, Keedwell E, Everson R, Fieldsend JE, Savic D, Randall-Smith M. (2011) Novel Methods for Ranking District Metered Areas for Water Distribution Network Maintenance Scheduling, CCWI, Exeter, 5th - 7th Sep 2011. [PDF]
  • Walker DJ, Everson RM, Fieldsend JE. (2011) Rank-based dimension reduction for many-criteria populations, Genetic and Evolutionary Computation Conference, GECCO'11 - Companion Publication, pages 107-108. [PDF]

2010

  • Reckhouse WJ, Fieldsend JE, Everson RM. (2010) Variable interactions and exploring parameter space in an expensive optimisation problem: Optimising Short Term Conflict Alert, IEEE Congress on Evolutionary Computation, Barcelona, 19th - 23rd Jul 2010. [PDF]
  • Walker DJ, Everson RM, Fieldsend JE. (2010) Visualisation and ordering of many-objective populations, IEEE Congress on Evolutionary Computation, pages 1-8, DOI:10.1109/CEC.2010.5586078. [PDF]
  • Fredlund RM, Everson RM, Fieldsend JE. (2010) A Bayesian Framework for Active Learning, IEEE International Joint Conference on Neural Networks, Barcelona. [PDF]

2009

  • Everson RM, Fieldsend JE, Smith KI. (2009) Simulated annealing and greedy search for multi-objective optimisation, Department of Computer Science, University of Exeter. [PDF]
  • Fieldsend JE. (2009) Optimising decision trees using multi-objective particle swarm optimisation, Swarm Intelligence for Multi-objective Problems in Data Mining,, Springer, 93-114. [PDF]

2008

  • Fieldsend JE, Everson RM. (2008) Multi-Objective Supervised Learning, Multi-Objective Problem Solving from Nature: From Concepts to Applications, Springer, 155-176. [PDF]
  • Reckhouse W, Everson R, Fieldsend J, Bush D, Arnold T, Hayward R, Slater K. (2008) Assessment and optimisation of STCA performance: Using the Pareto optimal receiver operating characteristic, Eurocontrol Annual Safety R&D Seminar, 22nd - 24th Oct 2008. [PDF]
  • Smith KI, Everson RM, Fieldsend JE, Murphy C, Misra R. (2008) Dominance-based multiobjective simulated annealing, IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION, volume 12, no. 3, pages 323-342, DOI:10.1109/TEVC.2007.904345. [PDF]
  • Fieldsend JE, Everson RM. (2008) On the efficient use of uncertainty when performing expensive ROC optimisation, IEEE Congress on Evolutionary Computation (CEC), Hong Kong, 1st - 6th Jun 2008, DOI:10.1109/CEC.2008.4631340. [PDF]

2007

2006

  • Everson RM, Fieldsend JE. (2006) Multiobjective optimization of safety related systems: An application to short-term conflict alert, IEEE Transactions on Evolutionary Computation, volume 10, no. 2, pages 187-198, DOI:10.1109/TEVC.2005.856067. [PDF]
  • Fieldsend JE. (2006) Regression Error Characteristic Optimisation of Non-Linear Models, Multi-Objective Machine Learning, Springer, 103-123, DOI:10.1007/3-540-33019-4_5. [PDF]
  • Everson RM, Fieldsend JE. (2006) Multi-objective optimisation for receiver operating characteristic analysis, Multi-objective machine learning, Springer, 531-556. [PDF]
  • Žunić J, Kopanja L, Fieldsend JE. (2006) Notes on shape orientation where the standard method does not work, Pattern Recognition, volume 39, no. 5, pages 856-865, DOI:10.1016/j.patcog.2005.11.010. [PDF]
  • Fieldsend JE. (2006) Multi-Objective Supervised Learning, Workshop On Multiobjective Problem-Solving from Nature. The origins and benefits of multiple objectives, 9th International Conference on Parrallel Problem Solving from Nature (PPSN IX), Reykjavik, Iceland. [PDF]
  • Partridge D, Fieldsend JE, Krzanowski W, Bailey TC, Everson RM, Schetinin V. (2006) Computing with confidence: a Bayesian approach, Internet, Processing, Systems, and Interdisciplinary (Research) Conference (IPSI-2006), 26th - 30th Apr 2006. [PDF]
  • Krzanowski WJ, Fieldsend JE, Bailey TC, Everson RM, Partridge D, Schetinin V. (2006) Confidence in Classification: A Bayesian Approach, Journal of Classification, volume 23, no. 2, pages 199-220, DOI:10.1007/s00357-006-0013-3. [PDF]
  • Partridge D, Bailey TC, Everson RM, Fieldsend JE, Hernandez A, Krzanowski WJ, Schetinin V. (2006) Classification with confidence for critical systems, DEVELOPMENTS IN RISK-BASED APPROACHES TO SAFETY, pages 231-+, DOI:10.1007/1-84628-447-3_13. [PDF]
  • Everson RM, Fieldsend JE. (2006) Multi-class ROC analysis from a multi-objective optimisation perspective, Pattern Recognition Letters, volume 27, no. 8, pages 918-927, DOI:10.1016/j.patrec.2005.10.016. [PDF]
  • Partridge D, Schetinin V, Li D, Coats TJ, Fieldsend JE, Krzanowski WJ, Everson RM, Bailey TC. (2006) Interpretability of Bayesian Decision Trees Induced from Trauma Data, ICAISC 2006, Lecure Notes in Artificial Intelligence, volume 4029, pages 972-981.
  • Schetinin V, Fieldsend JE, Partridge D, Krzanowski WJ, Everson RM, Bailey TC, Hernandez A. (2006) A Bayesian Methodology for Estimating Uncertainty of Decisions in Safety-Critical Systems, Integrated Intelligent Systems for Engineering Design. Frontiers in Artificial Intelligence and Applications, 82-96. [PDF]
  • Everson R, Fieldsend J, Bailey T, Krzanowski W, Partridge D, Hernandez A, Schetinin V. (2006) Optimising Data-Driven Safety Related Systems, "Proceedings of the Fourteenth Safety-critical Systems Symposium, Bristol, UK", pages 217-230.

2005

  • Schetinin V, Partridge D, Krzanowski WJ, Everson RM, Fieldsend JE, Bailey TC, Hernandez A. (2005) Experimental Comparison of Classification Uncertainty for Randomised and Bayesian Decision Tree Ensembles, CoRR, volume abs/cs/0504043. [PDF]
  • Fieldsend JE, Everson RE. (2005) Formulation and comparison of multi-class ROC surfaces, 2nd ROCML workshop, part of the 22nd International Conference on Machine Learning (ICML 2005), Bonn, Germany. [PDF]
  • Fieldsend JE, Everson RM. (2005) Multi-objective optimisation in the presence of uncertainty, IEEE Congress on Evolutionary Computation, Edinburgh, Scotland, 2nd - 5th Sep 2005. [PDF]
  • Everson RM, Bailey TC, Krzanowski WJ, Fieldsend JE. (2005) On Evidence Weighted Mixture Classification, Joint Annual Meeting of the Interface and the Classification Society of North America, St. Louis, Missouri, 8th - 12th Jun 2005. [PDF]
  • Alvarez-Benitez JE, Everson RM, Fieldsend JE. (2005) A MOPSO Algorithm Based Exclusively on Pareto Dominance Concepts, In Third International Conference on Evolutionary MultiCriterion Optimization, EMO 2005, Mexico, 8th - 11th Mar 2005, Lecture Notes in Computer Science, volume 3410, pages 459-473. [PDF]
  • Schetinin V, Fieldsend JE, Partridge D, Krzanowski WJ, Everson RM, Bailey TC, Hernandez A. (2005) Comparison of the Bayesian and Randomised Decision Tree Ensembles within an Uncertainty Envelope Technique, CoRR, volume abs/cs/0504066. [PDF]
  • Fieldsend JE. (2005) A short note on the efficient random sampling of the multi-dimensional pyramid between a simplex and the origin lying in the unit hypercube, Department of Computer Science, University of Exeter. [PDF]
  • Fieldsend JE, Singh S. (2005) Pareto Evolutionary Neural Networks, IEEE Transactions on Neural Networks, volume 16, no. 2, pages 338-354, DOI:10.1109/TNN.2004.841794. [PDF]
  • Fieldsend JE, Everson RE. (2005) Visualisation of multi-class ROC surfaces, 2nd ROCML workshop, part of the 22nd International Conference on Machine Learning (ICML 2005), Bonn, Germany. [PDF]

2004

  • Smith KI, Everson RM, Fieldsend JE, IEEE. (2004) Dominance measures for multi-objective simulated annealing, CEC2004: PROCEEDINGS OF THE 2004 CONGRESS ON EVOLUTIONARY COMPUTATION, VOLS 1 AND 2, pages 23-30, DOI:10.1109/CEC.2004.1330833. [PDF]
  • Fisher MJ, Fieldsend JE, Everson RM. (2004) Precision and Recall Optimisation for Information Access Tasks, ROCAI 2004, part of the 16th European Conference on Artificial Intelligence, Valencia. [PDF]
  • Fieldsend JE. (2004) Multi-Objective Particle Swarm Optimisation Methods, Department of Computer Science, University of Exeter. [PDF]
  • Fieldsend JE, Everson RM. (2004) ROC Optimisation of Safety Related Systems, Proceedings of ROCAI 2004, part of the 16th European Conference on Artificial Intelligence, "22nd August, Valencia", pages 37-44. [PDF]
  • Fieldsend JE, Singh S. (2004) Optimizing forecast model complexity using multi-objective evolutionary algorithms, Applications of Multi-Objective Evolutionary Algorithms, World Scientific, 675-700. [PDF]
  • Schetinin V, Fieldsend JE, Partridge D, Krzanowski WJ, Everson RM, Bailey TC, Hernandez A. (2004) The Bayesian Decision Tree Technique with a Sweeping Strategy, International Conference on Advances in Intelligent Systems - Theory and Applications (AISTA 2004), Centre De Recherche Public Henri Tudor, Luxembourg, 15th - 18th Nov 2004. [PDF]
  • Smith K, Everson R, Fieldsend J, Misra R, Murphy C. (2004) Multi-Objective Simulated Annealing for Optimisation of CDMA Network Air-Interface, Third Annual Motorola Symposium.
  • Fieldsend JE, Matatko J, Peng M. (2004) Cardinality constrained portfolio optimisation, 5th International Conference on Intelligent Data Engineering and Automated Learning (IDEAL 2004), Exeter, England, 25th - 27th Aug 2004, Lecture Notes in Computer Science, volume 3177, pages 788-793. [PDF]
  • Everson RM, Fieldsend JE. (2004) A variable metric probabilistic k-nearest-neighbours classifier, 5th International Conference on Intelligent Data Engineering and Automated Learning (IDEAL 2004), Exeeter, England, 25th - 27th Aug 2004, Lecture Notes in Computer Science, volume 3177, pages 654-659. [PDF]

2003

  • Fieldsend JE, Everson RM, Singh S. (2003) Using Unconstrained Elite Archives for Multi- Objective Optimisation, IEEE Transactions on Evolutionary Computation, volume 7, no. 3, pages 305-323, DOI:10.1109/TEVC.2003.810733. [PDF]
  • Fieldsend JE. (2003) Novel Algorithms for Multi-Objective Search and their application in Multi-Objective Evolutionary Neural Network Training. [PDF]
  • Fieldsend JE, Bailey TC, Everson RM, Krzanowski WJ, Partridge D, Schetinin V. (2003) Bayesian inductively learned modules for safety critical systems, 35th Symposium on the Interface: Computing Science and Statistics, Salt Lake City, Usa, 12th - 15th Mar 2003, Computing Science and Statisics, volume 35, pages 110-125. [PDF]

2002

  • Fieldsend JE, Singh S. (2002) A multi-objective algorithm based upon particle swarm optimisation, an efficient data structure and turbulence, UK Workshop on Computational Intelligence (UKCI'02), Birmingham, Uk, 2nd - 4th Sep 2002. [PDF]
  • Everson RM, Fieldsend JE, Singh S. (2002) Full Elite Sets for Multi-Objective Optimisation, 5th International Conference on Adaptive Computing in Design and Manufacture, Exeter, 16th - 18th Apr 2002. [PDF]
  • Fieldsend JE, Singh S. (2002) Pareto multi-objective non-linear regression modelling to aid CAPM analogous forecasting, IEEE International Joint Conference on Neural Networks (IJCNN 02), Honolulu, Hi, 12th - 17th May 2002. [PDF]

2001

  • Singh S, Fieldsend JE. (2001) Pattern Matching and Neural Networks based Hybrid Forecasting System, International Conference on Advances in Pattern Recognition, Lecture Notes in Computer Science, volume 2013, pages 72-82. [PDF]

2000

  • Singh S, Fieldsend JE. (2000) Financial Time Series Forecasts using Fuzzy and Long Memory Pattern Recognition Systems, IEEE/IAFE/INFORMS International Conference on Computational Intelligence for Financial Engineering (CIFEr 2000), 26th - 28th Mar 2000. [PDF]
  • Bovis KJ, Singh S, Fieldsend JE, Pinder C. (2000) Identification of masses in digital mammograms with MLP and RBF Nets, International Joint Conference on Neural Networks 2000 (IJCNN'2000), Como, Itlay, 24th - 27th Jul 2000. [PDF]

1999

  • Fieldsend JE. (1999) Non-linear ARCH Volatility Estimation Using Neural Networks.

Showing 82 publications from Symplectic.


Patents

  • Misra R, Everson RE, Fieldsend JE, Murphy C, Smith KI. A method of selecting operational parameters in a communication network, Patent Number: WO2005091948, US, 2004.
  • Misra R, Everson RM, Fieldsend JE, Murphy C, Smith KI. A method of selecting operational parameters in a communication network, Patent Number: EP1730980, Europe, 2004.
  • Misra R, Everson RM, Fieldsend JE, Murphy C, Smith KI. A method of selecting operational parameters in a communication network, Patent Number: GB2412275, UK, 2004.

Showing 3 patents from Symplectic.

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