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**49**.

## Article

Wei, X.; Bizzarri, Federico; Anthony, Carl; Ward, M. and Lowe, David
(2012).
Amplitude response of a unilaterally constrained nonlinear micromechanical resonator.
*Micro and Nano Letters*, 7
(3),
pp. 279-282.

Matam, B.R. and Lowe, David
(2010).
Watermark-only security attack on DM-QIM watermarking:vulnerability to guided key guessing.
*International Journal of Digital Crime and Forensics*, 2
(2),
pp. 64-87.

Wei, X; Randrianandrasana, Michel; Ward, M and Lowe, David
(2010).
Nonlinear dynamics of a periodically driven Duffing resonator coupled to a Van der Pol oscillator.
*Mathematical Problems in Engineering*, 2011
,

Herzallah, Randa and Lowe, David
(2008).
A Bayesian perspective on stochastic neurocontrol.
*IEEE Transactions on Neural Networks and Learning Systems*, 19
(5),
pp. 914-924.

Sivaraksa, Mingmanas and Lowe, David
(2008).
Predictive gene lists for breast cancer prognosis: a topographic visualisation study.
*BMC Medical Genomics*, 1
(1),
pp. 1-8.

Bounkong, Stephane; Toch, Boremi; Saad, David and Lowe, David
(2003).
ICA for watermarking digital images.
*Journal of Machine Learning Research*, 4
(7-8),
pp. 1471-1498.

Herzallah, Randa and Lowe, David
(2003).
Robust control of nonlinear stochastic systems by modelling conditional distributions of control signals.
*Neural Computing and Applications*, 12
(2),
pp. 98-108.

Stainvas, Inna and Lowe, David
(2003).
A generative probabilistic oriented wavelet model for texture segmentation.
*Neural Processing Letters*, 17
(3),
pp. 217-238.

Stainvas, Inna and Lowe, David
(2001).
Towards sea surface pollution detection from visible band images.
*IEICE Transactions on Electronics*, E84-C
(12),
pp. 1848-1856.

Lowe, David and Tipping, Michael E
(1996).
Feed-forward neural networks and topographic mappings for exploratory data analysis.
*Neural Computing and Applications*, 4
(2),
pp. 83-95.

Matam, B. Rajeswari; Duncan, Heather and Lowe, David
Automated prediction of deterioration of infants in paediatric intensive care using SpO2.
*International Journal of Biomedical Engineering and Technology*, 13
(4),
pp. 341-356.

Wei, Xueyong; Anthony, Carl; Lowe, David and Ward, Mark
Design and fabrication of a nonlinear micro impact oscillator.
*Procedia Chemistry*, 1
(1),
pp. 855-858.

Herzallah, Randa and Lowe, David
Distribution modeling of nonlinear inverse controllers under a Bayesian framework.
*IEEE Transactions on Neural Networks and Learning Systems*, 18
(1),
pp. 107-114.

D'Alimonte, Davide; Lowe, David; Nabney, Ian T; Mersinias, Vassilis and Smith, Colin P
MILVA:An interactive tool for the exploration of multidimensional microarray data.
*Bioinformatics*, 21
(22),
pp. 4192-4193.

Lowe, David and Zapart, Krzysztof
Point-wise confidence interval estimation by neural networks: A comparative study based on automotive engine calibration.
*Neural Computing and Applications*, 8
(1),
pp. 77-85.

Lowe, David
Radial basis function networks - revisited.
*Mathematics Today*, 51
(3),
pp. 124-126.

Stainvas, Inna and Lowe, David
A generative model for separating illumination and reflectance from images.
*Journal of Machine Learning Research*, 4
(7-8),
pp. 1499-1519.

Herzallah, Randa and Lowe, David
A mixture density network approach to modelling and exploiting uncertainty in nonlinear control problems.
*Engineering Applications of Artificial Intelligence*, 17
(2),
pp. 145-158.

Randrianandrasana, Michel F.; Wei, Xueyong and Lowe, David
A preliminary study into emergent behaviours in a lattice of interacting nonlinear resonators and oscillators.
*Communications in Nonlinear Science and Numerical Simulation*, 16
(7),
pp. 2945-2956.

## Book Section

Matam, B.R. and Lowe, David
(2012).
*Watermark-only security attack on DM-QIM watermarking:vulnerability to guided key guessing.*
IN: Crime prevention technologies and applications for advancing criminal iInvestigation.
Li, Chang-Tsun and Ho, Anthony T.S. (eds)
IGI Global.

Randrianandrasana, Michel; Wei, Xueyong and Lowe, David
(2010).
*Collective behaviour in a square lattice of driven Duffing resonators coupled to van der Pol oscillators.*
IN: 2010 10th IEEE international conference on computer and information technology.
IEEE.

Bermudez, Thomas; Lowe, David and Arlaud-Lamborelle, Anne Marie
(2009).
*EEG/ECG information fusion for epileptic event detection.*
IN: DSP 2009: 16th International Conference on Digital Signal Processing, Proceedings.
Piscataway (US): IEEE.

Matam, Basava R. and Lowe, David
(2009).
*Watermarking:how secure is the DM-QIM embedding technique?*
IN: DSP 2009: 16th International Conference on Digital Signal Processing, Proceedings.
Piscataway (US): IEEE.

Matam, Basava R. and Lowe, David
(2009).
*Exploiting sensitivity of nonorthogonal joint diagonalisation as a security mechanism in steganography.*
IN: DSP 2009: 16th International Conference on Digital Signal Processing, Proceedings.
Piscataway (US): IEEE.

Herzallah, Randa and Lowe, David
(2008).
*Stochastic control strategies and adaptive critic methods.*
IN: Proceedings of the fifth international conference on informatics in control, automation and robotics.
Joaquim, Filipe (ed.)
(PT): INSTICC Press.

Toch, Boremi; Lowe, David and Saad, David
(2003).
*Watermarking of audio signals using independent component analysis.*
IN: Proceedings of Third International Conference on Web Delivering of Music, 2003.
IEEE.

Herzallah, Randa and Lowe, David
(2003).
*Multi-valued control problems and mixture density network.*
IN: Intelligent Control Systems and Signal Processing 2003.
de Barros Ruano, António E. (ed.)
Australian Academic Press.

Herzallah, Randa and Lowe, David
(2002).
*Improved robust control of nonlinear stochastic systems using uncertain models.*
IN: Proceedings of CONTOLO 2002.
UNSPECIFIED.

Herzallah, Randa and Lowe, David
(2002).
*A novel approach to modelling and exploiting uncertainty in stochastic control systems.*
IN: Artificial neural networks — ICANN 2002.
Dorronsoro, José R. (ed.)
Lecture notes in computer science
.
Berlin (DE): Springer.

Lesch, Ragnar H. and Lowe, David
(1998).
*Towards a framework for combining stochastic and deterministic descriptions of nonstationary financial time series.*
IN: Proceedings of the 1998 IEEE Signal Processing Society Workshop Neural Networks for Signal Processing VIII, 1998.
Constantinides, Tony; Kung, S. Y.; Niranjan, Mahesan and Wilson, Elizabeth (eds)
Proceedings of the 1998 IEEE Signal Processing Society Workshop, 8
.
Cambridge, UK: IEEE.

McLachlan, Alan and Lowe, David
(1996).
*Tracking of non-stationary time-series using resource allocating RBF networks.*
IN: EMCSR 1996 13th European meeting on cybernetics and systems research: April 9-12 1996 at the University of Vienna, Austria.
Trappl, R. (ed.)
Vienna: Austrian Society for Cybernetic Studies.

Lowe, David and McLachlan, A
(1995).
*Modelling of non-stationary processes using radial basis function networks.*
IN: Proceedings of the 4th IEE International Conference on Artificial Neural Networks.
Cambridge: IEEE.

Lowe, David and Tipping, Michael E
(1995).
*A novel neural network technique for exploratory data analysis.*
IN: Proceedings of International Conference on Artificial Neural Networks '95.
Paris: EC2 et Cie.

Hughes, Nicholas P. and Lowe, David
*Artefactual structure from least squares multidimensional scaling.*
IN: Advances in Neural Information Processing Systems.
Becker, S.; Thrun, S. and Obermeyer, K. (eds)
Neural information processing systems foundation.

Herzallah, Randa and Lowe, David
*A Bayesian approach to modeling the conditional density of the inverse controller.*
IN: Proceedings of the IEEE International Conference on Control Applications, 2004.
IEEE.

Herzallah, Randa and Lowe, David
*Comparison between conventional and stochastic pinning control.*
IN: 2011 19 th Mediterranean Conference on Control and Automation (MED).
IEEE.

Dimou, Ioannis N.; Zervakis, Michalis E.; Lowe, David and Tsiknakis, Manolis
*Computational methods and tools for decision support in biomedicine:an overview of algorithmic challenges.*
IN: Handbook of research on advanced techniques in diagnostic imaging and biomedical applications.
Exarchos, Themis P.; Papadopoulos, Athanasios and Fotiadis, Dimitrios I. (eds)
IGI Global.

Bounkong, Stephane; Saad, David and Lowe, David
*Independent component analysis for domain independent watermarking.*
IN: Artificial Neural Networks — ICANN 2002.
Dorronso, Jose R. (ed.)
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2415
.
Berlin: Springer.

Lowe, David and Matam, Basava R.
*Participatory EHPR:A watermarking solution.*
IN: Bio-inspired systems: computational and ambient intelligence, 10th International Work-Conference on Artificial Neural Networks, IWANN 2009, Salamanca, Spain, June 10-12, 2009. Proceedings, Part I.
Cabestany, Joan; Sandoval, Francisco; Prieto, Alberto and Corchado, Juan M. (eds)
Lecture Notes in Computer Science
.
Berlin (DE): Springer.

Nabney, Ian T.; McLachlan, Alan and Lowe, David
*Practical methods of tracking of nonstationary time series applied to real-world data.*
IN: Applications and science of artificial neural networks II.
Rogers, S.K. and Ruck, D.W. (eds)
SPIE proceedings, 2760
.
SPIE.

Sivaraksa, Mingmanas and Lowe, David
*Probabilistic neuroscale for uncertainty visualisation.*
IN: Information visualization.
IEEE Conference Publications
.
UNSPECIFIED.

Herzallah, Randa and Lowe, David
*Probability distribution modelling to improve stability in nonlinear MIMO control.*
IN: Proceedings of 2003 IEEE Conference on Control Applications (CCA).
IEEE.

Rice, Iain and Lowe, David
*Topographic visual analytics of multibeam dynamic SONAR data.*
IN: 2014 Sensor Signal Processing for Defence (SSPD).
Piscataway, NJ (US): IEEE.

## Monograph

Herzallah, Randa and Lowe, David
*Conditional distribution modeling for estimating and exploiting uncertainty in control systems.*
Technical Report.
Aston University, Birmingham.
(Unpublished)

## Conference or Workshop Item

Wei, X.; Ward, M.; Anthony, Carl and Lowe, David
(2010).
A preliminary study of a nonlinear micro vibro-impact system.
IN: *36th International Conference on Micro- and Nano-Engineering (MNE)*. 2010-09-19 - 2010-09-22.
(Unpublished)

Bounkong, Stéphane; Saad, David and Lowe, David
(2003).
Quantisation effects and watermarking capacity.
IN: *Seventh International Symposium on Communications Theory and Applications*. 2003-07-01 - 2003-07-01.

Bounkong, Stephane; Saad, David and Lowe, David
(2002).
ICA based steganography.
IN: *Second IMA International Conference on Mathematics in Communications*. 2002-01-01 - 2002-01-01.

Migliorini, Gabriele; Lowe, David; Ward, Mike and Anthony, Carl
Exploiting emergent collective behaviours in complex large MEMS systems.
IN: *International Symposium on Synchronization in Complex Networks*. 2007-07-02 - 2007-07-04.
(Unpublished)

Bounkong, Stephane; Toch, Boremi; Saad, David and Lowe, David
Structured codebooks for SCS watermarking.
IN: *Signal Processing, Pattern Recognition, and Applications (SPPRA 2003)*. 2003-07-01 - 2003-07-01.

**Sat Sep 23 00:59:52 2017 BST**.