Group Publications
2008 - 2007 - 2006 - 2005 - 2004 - 2003 - 2002 - 2000 - 1999 - 1998 - 1996 - 1995
2008
[PDF] M.A. Little, P.E. McSharry, J.W. Taylor (2008)
Generalised Linear Models for Site-Specific Density Forecasting of UK Daily Rainfall
Monthly Weather Review (in press)
[PDF] P.R. Bannister, D.A. Clifton, L. Tarassenko (2008)
Constructing and Retraining Models for Condition Monitoring in Jet Engines
Proc. of 5th Int. Conf. on Condition Monitoring, Edinburgh, U.K., 2008, pp. 110-117
[PDF] D.A. Clifton, N. McGrogan, L. Tarassenko, S. King, P. Anuzis, D. King (2008)
Bayesian Extreme Value Statistics for Novelty Detection in Gas-Turbine Engines
Proc. of IEEE Aerospace, Montana, USA, 2008, pp. 1-11
[PDF] S. Sundaram, I.G.D. Strachan, D.A. Clifton, S. King, J. Palmer (2008)
A Data Mining Approach to Reveal Patterns in Aircraft Engine and Operational Data
Proc. of 5th Int. Conf. on Condition Monitoring, Edinburgh, U.K., 2008
[PDF] D.A. Clifton, L. Tarassenko, C. Sage, S. Sundaram (2008)
Condition Monitoring of Manufacturing Processes
Proc. of 5th Int. Conf. on Condition Monitoring, Edinburgh, U.K., 2008
[PDF] D.A. Clifton, P.R. Bannister, L. Tarassenko, S. King (2008)
High Dimensional Visualisation for Novelty Detection
Proc. of 5th Int. Conf. on Condition Monitoring, Edinburgh, U.K., 2008
[PDF] D.A. Clifton, L.A. Clifton, P.R. Bannister, L. Tarassenko (2008)
Automated Novelty Detection in Industrial Systems
Studies in Computational Intelligence 116: pp. 269-296
[PDF] M.A. Little, P.E. McSharry, E.J. Hunter, J. Spielman, L.O. Ramig (2008)
Suitability of dysphonia measurements for telemonitoring of Parkinson’s disease
IEEE Transactions on Biomedical Engineering (in press)
[PDF] J.W. Taylor, P.E. McSharry, R. Buizza (2008)
Wind Power Density Forecasting Using Ensemble Predictions and Time Series Models
IEEE Transactions on Power Systems (in press)
2007
[PDF] [BibTeX] D.A. Clifton, B. Haskins, P.R. Bannister and L. Tarassenko (2007)
Specific and Generic Models for Jet Engine Novelty Detection
in Proceedings of 4th IET International Conference on Condition Monitoring: Harrogate, UK. pp. 478-487.
[PDF] [BibTeX] M.A. Little (2007)
Biomechanically Informed Nonlinear Speech Signal Processing
D.Phil., Oxford University, Oxford, UK
[PDF] [BibTeX] M.A. Little, P.E. McSharry, S.J. Roberts, D.A.E. Costello, I.M. Moroz (2007)
Exploiting Nonlinear Recurrence and Fractal Scaling Properties for Voice Disorder Detection
BioMedical Engineering OnLine 2007, 6:23.
[PDF] D.A. Clifton, P.R. Bannister, and L. Tarassenko (2007)
A Framework for Novelty Detection in Jet Engine Vibration Data.
Key Engineering Materials, 347: pp. 305-310.
[PDF] D.A. Clifton, P.R. Bannister, and L. Tarassenko (2007)
Novelty Detection in Large-Vehicle Turbochargers.
Ali, M. (ed): Advances in Applied Artificial Intelligence. Lecture Notes in Artificial Intelligence.
[PDF] L.A. Clifton, H. Yin, D.A. Clifton, Y. Zhang (2007)
Combined Support Vector Novelty Detection for Multi-channel Combustion Data.
in Proc. of IEEE Int. Conf. on Sensing, Network, and Control, London, UK.
[PDF] D.A. Clifton, P.R. Bannister, and Tarassenko, L. (2007)
Visualisation of Jet Engine Vibration Characteristics for Novelty Detection.
in Proc. of Natural Computing Applications Forum, London, UK, 2007.
[PDF] D.A. Clifton, P.R. Bannister, and Tarassenko, L. (2007)
Early Warning of Failure in Complex Systems.
Science, Engineering, and Technology Awards 2007, House of Commons, London.
[PDF] [BibTeX] S.W. Utete, D.A. Clifton, and L. Tarassenko (2007)
Trending Performance Parameters for Aircraft Condition Monitoring
in Proceedings of 4th IET International Conference on Condition Monitoring: Harrogate, UK.
[PDF] J. Srividhya, S. Schnell, E.J. Crampin, and P.E. McSharry (2007)
Reconstructing biochemical pathways from time course data
Proteomics (in review)
2006
[PDF] D.A. Clifton, P.R. Bannister, and Tarassenko, L. (2006)
Novelty Detection in Jet Engines.
Department of Engineering Science DPhil. Presentations, University of Oxford.
[PDF] [BibTeX] D.A. Clifton (2006)
Condition Monitoring of Gas-Turbine Engines
D.Phil. Transfer Report, University of Oxford, Oxford, UK
[PDF] [BibTeX] D.A. Clifton, P.R. Bannister, L. Tarassenko (2006)
Learning shape for jet engine novelty detection
in Advances in Neural Networks - Isnn 2006, Pt 3, Proceedings. pp. 828-835.
[PDF] [BibTeX] D.A. Clifton, P.R. Bannister, L. Tarassenko (2006)
Application of an Intuitive Novelty Metric for Jet Engine Condition Monitoring
in Advances in Applied Artificial Intelligence, 19th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2006, A. Moonis and R. Dapoigny, Editors, Springer-Verlag: Annecy, France.
[PDF] [BibTeX] P.E. McSharry (2006)
Assessing photovoltaic performance using local linear quantile regression
in Proceedings of Energy and Power Systems, IASTED: Chiang Mai, Thailand. pp. 165-169.
[Link][BibTeX] G.D. Clifford, F.J. Azuaje, P.E. McSharry (2006)
Advanced Methods and Tools for ECG Data Analysis
London: Artech House Publishers (in press).
[PDF] [BibTeX] M.A. Little, P.E. McSharry, I.M. Moroz, S.J. Roberts (2006)
Testing the assumptions of linear prediction analysis in normal vowels
Journal of the Acoustical Society of America, 119(1): pp. 549-558.
[PDF] [BibTeX] M. Little, P. McSharry, I. Moroz, S. Roberts (2006)
Nonlinear, Biophysically-Informed Speech Pathology Detection
in 2006 IEEE International Conference on Acoustics, Speech and Signal Processing, 2006. ICASSP 2006 Proceedings.: Toulouse, France. pp. II-1080-II-1083.
[PDF] [BibTeX] J.W. Taylor, L.M. de Menezes, P.E. McSharry (2006)
A comparison of univariate methods for forecasting electricity demand up to a day ahead
International Journal of Forecasting, (in press).
2005
[PDF] [BibTeX] G.D. Clifford, P.E. McSharry (2005)
Method to filter ECGs and evaluate clinical parameter distortion using realistic ECG model parameter fitting
in Computers in Cardiology 2005, Vol 32, IEEE: New York. pp. 715-718.
[PDF] [BibTeX] W.R. Cobern, P.E. McSharry, L. Tarassenko (2005)
The effect of local weather conditions on the lung function of mild-to-moderate asthmatics
in Proceedings of PGBiomed 2005: Reading, UK.
[PDF] [BibTeX] O.J. Gibson, L. Tarassenko, P.E. McSharry, P.M. Hayton, A.J. Farmer, H.A.W. Neil (2005)
Clinical evaluation of a mobile phone telemedicine system for the self-management of type 1 diabetes
in Proceedings of PGBiomed 2005: Reading, UK.
[PDF] [BibTeX] M. Little, P. McSharry, I. Moroz, S. Roberts (2005)
A simple nonlinear model of vocal fold dynamics
in Proceedings of 3rd International Conference on Non-Linear Speech Processing, NOLISP'05: Barcelona, Spain. pp. 188-203.
[PDF] [BibTeX] P.E. McSharry (2005)
The Danger of Wishing for Chaos
Nonlinear Dynamics, Psychology, and Life Sciences, 9(4): pp. 375-397.
[PDF] [BibTeX] P.E. McSharry, S. Bouwman, G.L. Bloemhof (2005)
Probabilistic forecasts of the magnitude and timing of peak electricity demand
IEEE Transactions on Power Systems, 20(2): pp. 1166-1172.
[PDF] [BibTeX] P.E. McSharry, G.D. Clifford (2005)
Open-source software for generating electrocardiogram signals
in Proceedings of Biomed 2005, IASTED International Conference on Biomedical Engineering, ACTA Press: Innsbruck, Austria.
[PDF] [BibTeX] P.E. McSharry, B.D. Malamud (2005)
Quantifying self-similarity in cardiac inter-beat interval time series
in Computers in Cardiology 2005, Vol 32, IEEE: New York. pp. 459-462.
[PDF] [BibTeX] P.E. McSharry, M.J. McGuinness, A.C. Fowler (2005)
Confronting a cardiovascular system model with heart rate and blood pressure data
in Computers in Cardiology 2005, Vol 32, IEEE: New York. pp. 587-590.
[PDF] [BibTeX] P.E. McSharry, G. Clifford (2005)
A statistical model of the sleep-wake dynamics of the cardiac rhythm
in Computers in Cardiology 2005, Vol 32, IEEE Publishers: New York. pp. 591-594.
2004
[PDF] [BibTeX] G.D. Clifford, P.E. McSharry (2004)
Generating 24-hour ECG, BP and respiratory signals with realistic linear and nonlinear clinical characteristics using a nonlinear model
in Computers in Cardiology 2004, Vol 31, Ieee: New York. pp. 709-712.
[PDF] [BibTeX] G.D. Clifford, P.E. McSharry (2004)
A realistic coupled nonlinear artificial ECG, BP and respiratory signal generator for assessing noise performance of biomedical signal processing algorithms
in Fluctuations and Noise in Biological, Biophysical, and Biomedical Systems Ii, D. Abbott, et al., Editors, Spie-Int Society Optical Engineering: Bellingham. pp. 290-301.
[PDF] [BibTeX] E.J. Crampin, P.E. McSharry, S. Schnell (2004)
Extracting biochemical reaction kinetics from time series data
Knowledge-Based Intelligent Information and Engineering Systems, Pt 2, Proceedings, 3214: pp. 329-336.
[PDF] [BibTeX] E.J. Crampin, S. Schnell, P.E. McSharry (2004)
Mathematical and computational techniques to deduce complex biochemical reaction mechanisms
Progress in Biophysics & Molecular Biology, 86(1): pp. 77-112.
[PDF] [BibTeX] J. Healey, G.D. Clifford, L. Kontothanassis, P.E. McSharry (2004)
An open-source method for simulating atrial fibrillation using ECGSYN
in Computers in Cardiology 2004, Vol 31, Ieee: New York. pp. 425-427.
[PDF] [BibTeX] R. Hide, P.E. McSharry, C.C. Finlay, G.D. Peskett (2004)
Quenching Lorenzian chaos
International Journal of Bifurcation and Chaos, 14(8): pp. 2875-2884.
[PDF] [BibTeX] M. Little, D. Heesch (2004)
Chaotic root-finding for a small class of polynomials
Journal of Difference Equations and Applications, 10(11): pp. 949-953.
[PDF] [BibTeX] P.E. McSharry (2004)
Detection of dynamical transitions in biomedical signals using nonlinear methods
in Knowledge-Based Intelligent Information and Engineering Systems, Pt 3, Proceedings, M.G. Negoita, R.J. Howlett, and L.C. Jain, Editors, Springer-Verlag Berlin: Berlin. pp. 483-490.
[PDF] [BibTeX] P.E. McSharry (2004)
Phase II: Optimisation of system dynamics models
World Bank Report, June 2004
[PDF] [BibTeX] P.E. McSharry (2004)
Optimisation of system dynamics models using genetic algorithms
World Bank Report, May 2004
[PDF] [BibTeX] P.E. McSharry, G.D. Clifford (2004)
A comparison of nonlinear noise reduction and independent component analysis using a realistic dynamical model of the electrocardiogram
in Fluctuations and Noise in Biological, Biophysical, and Biomedical Systems Ii, D. Abbott, et al., Editors, Spie-Int Society Optical Engineering: Bellingham. pp. 78-88.
[PDF] [BibTeX] P.E. McSharry, L.A. Smith (2004)
Consistent nonlinear dynamics: identifying model inadequacy
Physica D-Nonlinear Phenomena, 192(1-2): pp. 1-22.
2003
[PDF] [BibTeX] P.E. McSharry, G.D. Clifford, L. Tarassenko, L.A. Smith (2003)
Dynamical model for generating synthetic electrocardiogram signals
IEEE Transactions on Biomedical Engineering, 50(3): pp. 289-294.
[PDF] [BibTeX] P.E. McSharry, P.R.C. Ruffino (2003)
Asymptotic angular stability in non-linear systems: rotation numbers and winding numbers
Dynamical Systems-an International Journal, 18(3): pp. 191-200.
[PDF] [BibTeX] P.E. McSharry, L.A. Smith, L. Tarassenko (2003)
Comparison of predictability of epileptic seizures by a linear and a nonlinear method
IEEE Transactions on Biomedical Engineering, 50(5): pp. 628-633.
[PDF] [BibTeX] P.E. McSharry, L.A. Smith, L. Tarassenko (2003)
Prediction of epileptic seizures: are nonlinear methods relevant?
Nature Medicine, 9(3): pp. 241-242.
2002
[PDF] [BibTeX] G.D. Clifford, P.E. McSharry, L. Tarassenko (2002)
Characterizing artefact in the normal human 24-hour RR time series to aid identification and artificial replication of circadian variations in human beat to beat heart rate using a simple threshold
in Computers in Cardiology 2002, Vol 29, A. Murray, Editor, I E E E: New York. pp. 129-132.
[PDF] [BibTeX] P.E. McSharry, G. Clifford, L. Tarassenko, L.A. Smith (2002)
Method for generating an artificial RR tachogram of a typical healthy human over 24-hours
in Computers in Cardiology 2002, Vol 29, A. Murray, Editor, IEEE Publishers: New York. pp. 225-228.
[PDF] [BibTeX] P.E. McSharry, J.H. Ellepola, J. von Hardenberg, L.A. Smith, D.B.R. Kenning, K. Judd (2002)
Spatio-temporal analysis of nucleate pool boiling: identification of nucleation sites using non-orthogonal empirical functions
International Journal of Heat and Mass Transfer, 45(2): pp. 237-253.
[PDF] [BibTeX] P.E. McSharry, T. He, L.A. Smith, L. Tarassenko (2002)
Linear and non-linear methods for automatic seizure detection in scalp electro-encephalogram recordings
Medical & Biological Engineering & Computing, 40(4): pp. 447-461.
[PDF] [BibTeX] J. von Hardenberg, T. Kono, D.B.R. Kenning, P.E. McSharry, L.A. Smith (2002)
Identification of boiling nucleation sites by non-orthogonal empirical functions (NEF) analysis of thermographic data
in Proceedings of 12th International Heat Transfer Conference: Grenoble, France. pp. 377-382.
2000
[PDF] [BibTeX] P.E. McSharry, L.A. Smith, T. Kono, D.B.R. Kenning (2000)
Nonlinear analysis of site interactions in pool nucleate boiling
in Proceedings of 3rd European Thermal Sciences Conference, Spindler, ETS, Pisa: Heidelberg, Germany.
1999
[PDF] [BibTeX] P.E. McSharry (1999)
Innovations in Consistent Nonlinear Deterministic Prediction
D.Phil., Oxford University, Oxford, UK
[PDF] [BibTeX] P.E. McSharry, L.A. Smith (1999)
Better nonlinear models from noisy data: Attractors with maximum likelihood
Physical Review Letters, 83(21): pp. 4285-4288.
1998
[PDF] [BibTeX] P.E. McSharry, L.A. Smith (1998)
Just do it! Reductionism, Modelling and Black-box Forecasting
in International Workshop on Advanced Black-Box Techniques for Nonlinear Modeling: Theory and Applications with Time-Series Prediction Competition, J.A.K. Suykens and J. Vandewalle, Editors, Kluwer Academic Publishers: Katholieke Universiteit Leuven, Belgium. pp. 106-111.
1996
[PDF] [BibTeX] J.H. Ellepola, P.E. McSharry, D.B.R. Kenning (1996)
Is Nucleate Boiling Chaotic? (And Who Cares?)
in Proceedings Eurotherm Seminar No. 48 Pool Boiling, Marvillet, EFS, Pisa: Paderborn, Germany. pp. 17-24.
1995
[PDF] [BibTeX] P.E. McSharry (1995)
Application of the Green's Function Perturbation Method to Wave Scattering from Pressure-Release Surfaces
M.Sc., University of Dublin, Trinity College, Dublin, Ireland
[PDF] [BibTeX] P.E. McSharry, P.J. Cullen, D. Moroney (1995)
Wave scattering by a two-dimensional band-limited fractal surface based on a perturbation of the Green's function
Journal of Applied Physics, 78(12): pp. 6940-6948.
[PDF] [BibTeX] P.E. Mcsharry, D.T. Moroney, P.J. Cullen (1995)
Wave Scattering by a 2-Dimensional Pressure-Release Surface-Based on a Perturbation of the Greens-Function
Journal of the Acoustical Society of America, 98(3): pp. 1699-1716.