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Clive Cheong Took


Lecturer
PhD SMIEEE

Biography

Biography

Dr Clive Cheong is a lecturer in Computational Intelligence. His research contribution has been in the area of signal processing and machine learning with applications in biomedicine, finance, telecommunication, renewable energy, and water engineering. His other research interests include advanced statistics, computational optimisation, quaternions, source separation, and matrix analysis.

Affiliations

Member of NICE Research Group

Member of IEEE Signal Processing Society

Member of IEEE Computational Intelligence Society

News

Media Contacts

Contact the press team

Email:

mediarelations@surrey.ac.uk

Phone: +44 (0)1483 684380 / 688914 / 684378
Out-of-hours: +44 (0)7773 479911
Senate House, University of Surrey
Guildford, Surrey GU2 7XH

My publications

Publications

Google Scholar Index

Highlights (with MATLAB code)

Intra-ferenceC. Cheong Took, D. P. Mandic, and S. C. Douglas, “Maintaining the Integrity of Sources in Complex Learning Systems: Intraference and the Correlation Preserving Transform”, IEEE Transactions on Neural Networks and Learning Systems, vol. 26, no. 3, pp. 500 - 509, 2015; [PDF] [MATLAB]

Quaternion Least Mean Square Algorithm- C. Cheong Took and D. P. Mandic, “The Quaternion LMS Algorithm for Adaptive Filtering of Hypercomplex Processes”, IEEE Transactions on Signal Processing, vol. 57, no. 4, pp. 1316-1327, 2009; [PDF] [MATLAB]

- C. Cheong Took and D. P. Mandic, “A Quaternion Widely Linear Adaptive Filter”, IEEE Transactions on Signal Processing, vol. 58, no. 8, pp. 4427 4431, 2010; [PDF] [MATLAB]

Quaternion Statistics- C. Cheong Took and D. P. Mandic, “Augmented Second-Order Statistics of Quaternion Random Signals”, Signal Processing, vol. 91, no. 2, pp. 214-224, 2011; [PDF] [MATLAB]

Alamouti Quaternion Sources- S. Javidi, C. Cheong Took, and D. P. Mandic, “A Fast Independent Component Analysis Algorithm for Quaternion Valued Signals”, IEEE Transactions on Neural Networks, vol. 22, no. 12, pp. 1967-1978, 2011; [MATLAB]

Quaternion Matrix Decompositions- S. Enshaeifar, C. Cheong Took, S. Sanei, D. Mandic, "Novel Quaternion Matrix Factorisations", International Conference on Acoustics, Speech, and Signal Processing, Shanghai 2016; [PDF] [MATLAB]

Quaternion Takagi Matrix Factorisation- C. Cheong Took, D. P. Mandic and F. Zhang, “On the Unitary Diagonalisation of a Special Class of Quaternion Matrices”, Applied Mathematics Letters, vol. 24, no. 11, pp. 1806-1809, 2011; [PDF] [MATLAB]

Quaternion Singular Spectrum Analysis- S. Enshaeifar, S. Kouchaki, C. Cheong Took, S. Sanei, “Quaternion Singular Spectrum Analysis of Electroencephalogram with Application in Sleep Analysis”, IEEE Transactions on Neural Systems and Rehabilitation, vol. 24, no 1, pp. 57-67 2016. [PDF] [MATLAB]

Journal Publications

- -S. Enshaeifar, C. Cheong Took, C. Park, D Mandic, “Quaternion Common Spatial Patterns,” IEEE Transactions on Neural Systems and Rehabilitation, 2017. [PDF] [MATLAB]

- -S. Enshaeifar, L. Spyrou, S. Sanei, C. Cheong Took, “A Regularised EEG Informed Kalman Filtering Algorithm,” Elsevier Journal of Biomedical Signal Processing and Control, pp. 196-200, March 2016. [PDF]

- S. Enshaeifar, S. Kouchaki, C. Cheong Took, S. Sanei, “Quaternion Singular Spectrum Analysis of Electroencephalogram with Application in Sleep Analysis”, IEEE Transactions on Neural Systems and Rehabilitation, vol. 24, no 1, pp. 57-67, 2016; [PDF] [MATLAB]

- C. Cheong Took, D. P. Mandic, S. C. Douglas, “Maintaining the Integrity of Sources in Complex Learning Systems: Intraference and the Correlation Preserving Transform”, IEEE Transactions on Neural Networks and Learning Systems, vol. 26, no. 3, pp. 500 - 509, 2015; [PDF]

- C. Park, C. Cheong Took, D. P. Mandic, "Augmented Complex Common Spatial Patterns for Classification of Noncircular EEG From Motor Imagery Tasks", IEEE Transactions in Neural Systems and Rehabilitation Engineering, vol. 22, no. 1, pp. 1-10, 2014; [PDF]

- B. C. Ujang, C. Jahanchahi, C. Cheong Took, D. P. Mandic, "Adaptive Convex Combination Approach for the Identification of Improper Quaternion Processes", IEEE Transactions in Neural Networks and Learning Systems, vol. 25, no. 1, pp. 172 - 182, 2014; [PDF]

- J. Navarro-Moreno, R.M. Fernández-Alcalá, C. Cheong Took, D. P. Mandic , "Prediction of Wide-sense Stationary Quaternion Random Signals", Signal Processing, vol. 93, no. 9, pp. 2573-2580, 2013; [DOI]

- C. Jahanchahi, C. Cheong Took, D. Mandic, "A Class of Quaternion-valued Affine Projections Algorithms", Signal Processing, vol. 93, no. 7, pp. 1712-1723, 2013; [DOI]

- A. Ahrabian, C. Cheong Took, D. P. Mandic, “Algorithmic Trading Using Phase Synchronization”, IEEE Transactions on Selected Topics in Signal Processing, vol. 6, no. 4, pp. 399-404, 2012; [PDF]

- C. Cheong Took, D. P. Mandic, S. C. Douglas, “On Approximate Diagonalisation of Correlation Matrices in Widely Linear Signal Processing”, IEEE Transactions on Signal Processing, vol. 60, no. 3, pp. 1469 - 1473, 2012; [PDF]

- S. Javidi, C. Cheong Took, and D. P. Mandic, “A Fast Independent Component Analysis Algorithm for Quaternion Valued Signals”, IEEE Transactions on Neural Networks, vol. 22, no. 12, pp. 1967-1978, 2011; [PDF]

- C. Cheong Took, D. P. Mandic and F. Zhang, “On the Unitary Diagonalisation of a Special Class of Quaternion Matrices”, Applied Mathematics Letters, vol. 24, no. 11, pp. 1806-1809, 2011; [PDF]

- S. Javidi, D. P. Mandic, C. Cheong Took, and A. Cichocki, “Kurtosis based Blind Source Extraction of Complex Noncircular Signals with Application in EEG Artifact Removal in Real-time”, Frontiers in Neuroprosthetics, 5:105, 2011, doi: 10.3389/fnins.2011.00105; [PDF]

-B. Ujang, C. Cheong Took, and D. P. Mandic, “Quaternion Valued Nonlinear Adaptive Filtering”, IEEE Transactions on Neural Networks, vol. 22, no. 8, pp. 1193-1206, 2011; [PDF]

- C. Cheong Took, G. Strbac, K. Aihara, and D. P. Mandic, “Quaternion-valued short term joint forecasting of three-dimensional wind and atmospheric parameters”, Renewable Energy, vol. 36, no. 6, pp. 1754-1760, 2011; [PDF]

- C. Cheong Took and D. P. Mandic, “Augmented Second-Order Statistics of Quaternion Random Signals”, Signal Processing, vol. 91, no. 2, pp. 214-224, 2011; [PDF]

- D. P. Mandic, C. Jahanchahi, and C. Cheong Took , “A Quaternion Gradient Operator and Its Applications”, IEEE Signal Processing Letters, vol. 18, no. 1, pp. 47 - 50, 2011; [PDF]

- C. Cheong Took and D. P. Mandic, “A Quaternion Widely Linear Adaptive Filter”, IEEE Transactions on Signal Processing, vol. 58, no. 8, pp. 4427 4431, 2010; [PDF]

- C. Cheong Took and D. P. Mandic, “Quaternion-Valued Stochastic Gradient Based Adaptive IIR Filtering”, IEEE Transactions on Signal Processing, vol. 58, no. 7, pp. 3895 - 3901, 2010; [PDF]

- Y. Xia, C. Cheong Took, and D. P. Mandic, “An Augmented Affine Projection Algorithm for the Filtering of Noncircular Complex Signals”, Signal Processing, vol. 90, no. 6, pp. 1788- 1799, 2010; [PDF]

- B. Ujang, C. Cheong Took, and D. P. Mandic, “Split Quaternion Nonlinear Adaptive Filtering”, Neural Networks, vol. 23, no. 3, pp. 426-434, 2010; [PDF]

- C. Cheong Took and D. P. Mandic, “Adaptive IIR Filtering of Noncircular Complex Signals”, IEEE Transactions on Signal Processing, vol. 57, no. 10, pp. 4111-4118, 2009; [PDF]

- C. Cheong Took and D. P. Mandic, “The Quaternion LMS Algorithm for Adaptive Filtering of Hypercomplex Processes”, IEEE Transactions on Signal Processing, vol. 57, no. 4, pp. 1316-1327, 2009; [PDF]

- C. Cheong Took, S. Sanei, J. Chambers, S. Rickard, and S. Dunne, “Fractional Delay Estimation for Blind Source Separation and Localization of Temporomandibular Joint Sounds”, IEEE Transactions on Biomedical Engineering, vol. 55, no. 3, pp. 949-956, 2008; [PDF]- C. Cheong Took and S. Sanei, “Exploiting Sparsity, Sparseness and Super-Gaussianity in Underdetermined Blind Identification of Temporomandibular Joint Sounds”, Journal of Computers, vol. 2, no. 6, pp. 65-71, 2007; [PDF]

- C. Cheong Took, S. Sanei, J. Chambers, and S. Dunne, “Underdetermined Blind Source Separation of Temporomandibular Joint Sounds”, IEEE Transactions on Biomedical Engineering, vol. 53, no. 10, pp. 2123 - 2126, 2006. [PDF]