Incorporating frequency warping into sparse component analysis. - Saeid Sanei; Savvas Constantinides; Clive Cheong Took; Binyang Song (EUSIPCO, 2005)

A geometrically constrained anechoic model for blind separation of temporomandibular Joint sounds. - Clive Cheong Took; Saeid Sanei; Jonathon A. Chambers; Stephen Dunne (EUSIPCO, 2006)

A Filtering Approach to Underdetermined Blind Source Separation With Application to Temporomandibular Disorders. - Clive Cheong Took; Saeid Sanei; Jonathon A. Chambers (ICASSP (3), 2006)

Underdetermined Blind Source Separation of Temporomandibular Joint Sounds. - Clive Cheong Took; Saeid Sanei; Jonathon A. Chambers; Stephen Dunne (IEEE Trans. Biomed. Eng., 2006)

Estimation and Location Tracking of the P300 Subcomponents from Single-Trial EEG. - Loukianos Spyrou; Saeid Sanei; Clive Cheong Took (ICASSP (2), 2007)

Exploiting Sparsity, Sparseness and Super-Gaussianity in Underdetermined Blind Identification of Temporomandibular Joint Sounds. - Clive Cheong Took; Saeid Sanei (J. Comput., 2007)

Fractional Delay Estimation for Blind Source Separation and Localization of Temporomandibular Joint Sounds. - Clive Cheong Took; Saeid Sanei; Scott Rickard; Jonathon A. Chambers; Stephen Dunne (IEEE Trans. Biomed. Eng., 2008)

Study of the quaternion LMS and four-channel LMS algorithms. - Clive Cheong Took; Danilo P. Mandic; Jacob Benesty (ICASSP, 2009)

A split quaternion nonlinear adaptive filter. - Bukhari Che Ujang; Clive Cheong Took; Aleksandar Kavcic; Danilo P. Mandic (ICASSP, 2009)

The Quaternion LMS Algorithm for Adaptive Filtering of Hypercomplex Processes. - Clive Cheong Took; Danilo P. Mandic (IEEE Trans. Signal Process., 2009)

Adaptive IIR filtering of noncircular complex signals. - Clive Cheong Took; Danilo P. Mandic (IEEE Trans. Signal Process., 2009)

The widely linear quaternion recursive least squares filter. - Cyrus Jahanchahi; Clive Cheong Took; Danilo P. Mandic (CIP, 2010)

On HR calculus, quaternion valued stochastic gradient, and adaptive three dimensional wind forecasting. - Cyrus Jahanchahi; Clive Cheong Took; Danilo P. Mandic (IJCNN, 2010)

Quaternion-valued short term forecasting of wind profile. - Clive Cheong Took; Danilo P. Mandic; Kazuyuki Aihara (IJCNN, 2010)

Identification of improper processes by variable tap-length complex-valued adaptive filters. - Bukhari Che Ujang; Clive Cheong Took; Danilo P. Mandic (IJCNN, 2010)

Split quaternion nonlinear adaptive filtering. - Bukhari Che Ujang; Clive Cheong Took; Danilo P. Mandic (Neural Networks, 2010)

An augmented affine projection algorithm for the filtering of noncircular complex signals. - Yili Xia; Clive Cheong Took; Danilo P. Mandic (Signal Process., 2010)

Quaternion-valued stochastic gradient-based adaptive IIR filtering. - Clive Cheong Took; Danilo P. Mandic (IEEE Trans. Signal Process., 2010)

A quaternion widely linear adaptive filter. - Clive Cheong Took; Danilo P. Mandic (IEEE Trans. Signal Process., 2010)

A unifying framework for the analysis of quaternion valued adaptive filters. - Clive Cheong Took; Cyrus Jahanchahi; Danilo P. Mandic (ACSCC, 2011)

Blind extraction of improper quaternion sources. - Soroush Javidi; Clive Cheong Took; Cyrus Jahanchahi; Nicolas Le Bihan; Danilo P. Mandic (ICASSP, 2011)

A class of fast quaternion valued variable stepsize stochastic gradient learning algorithms for vector sensor processes. - Mingxuan Wang; Clive Cheong Took; Danilo P. Mandic (IJCNN, 2011)

On the unitary diagonalisation of a special class of quaternion matrices. - Clive Cheong Took; Danilo P. Mandic; Fuzhen Zhang (Appl. Math. Lett., 2011)

Augmented second-order statistics of quaternion random signals. - Clive Cheong Took; Danilo P. Mandic (Signal Process., 2011)

A Quaternion Gradient Operator and Its Applications. - Danilo P. Mandic; Cyrus Jahanchahi; Clive Cheong Took (IEEE Signal Process. Lett., 2011)

Fast Independent Component Analysis Algorithm for Quaternion Valued Signals. - Soroush Javidi; Clive Cheong Took; Danilo P. Mandic (IEEE Trans. Neural Networks, 2011)

Quaternion-Valued Nonlinear Adaptive Filtering. - Bukhari Che Ujang; Clive Cheong Took; Danilo P. Mandic (IEEE Trans. Neural Networks, 2011)

On gradient calculation in quaternion adaptive filtering. - Cyrus Jahanchahi; Clive Cheong Took; Danilo P. Mandic (ICASSP, 2012)

On quaternion analyticity: Enabling quaternion-valued nonlinear adaptive filtering. - Bukhari Che Ujang; Clive Cheong Took; Danilo P. Mandic (ICASSP, 2012)

Algorithmic Trading Using Phase Synchronization. - Alireza Ahrabian; Clive Cheong Took; Danilo P. Mandic (IEEE J. Sel. Top. Signal Process., 2012)

On Approximate Diagonalization of Correlation Matrices in Widely Linear Signal Processing. - Clive Cheong Took; Scott C. Douglas; Danilo P. Mandic (IEEE Trans. Signal Process., 2012)

On intraference and its implications in complex-valued signal processing. - Clive Cheong Took; Scott C. Douglas; Danilo P. Mandic (ICASSP, 2013)

A class of quaternion valued affine projection algorithms. - Cyrus Jahanchahi; Clive Cheong Took; Danilo P. Mandic (Signal Process., 2013)

Prediction of wide-sense stationary quaternion random signals. - Jesús Navarro-Moreno; Rosa M. Fernández-Alcalá; Clive Cheong Took; Danilo P. Mandic (Signal Process., 2013)

An eigen-based approach for complex-valued Forecasting. - Shirin Enshaeifar; Saeid Sanei; Clive Cheong Took (ICASSP, 2014)

The correlation preserving transform resolves phase ambiguity in complex decorrelating transforms. - Clive Cheong Took; Scott C. Douglas; Danilo P. Mandic (SAM, 2014)

A Google approach for computational intelligence in big data. - Andreas Antoniades; Clive Cheong Took (IJCNN, 2014)

Singular spectrum analysis for tracking of P300. - Shirin Enshaeifar; Saeid Sanei; Clive Cheong Took (IJCNN, 2014)

Adaptive Convex Combination Approach for the Identification of Improper Quaternion Processes. - Bukhari Che Ujang; Cyrus Jahanchahi; Clive Cheong Took; Danilo P. Mandic (IEEE Trans. Neural Networks Learn. Syst., 2014)

Complex tensor based blind source separation of EEG for tracking P300 subcomponents. - Samaneh Kouchaki; Shirin Enshaeifar; Clive Cheong Took; Saeid Sanei (EMBC, 2015)

Maintaining the Integrity of Sources in Complex Learning Systems: Intraference and the Correlation Preserving Transform. - Clive Cheong Took; Scott C. Douglas; Danilo P. Mandic (IEEE Trans. Neural Networks Learn. Syst., 2015)

Novel quaternion matrix factorisations. - Shirin Enshaeifar; Clive Cheong Took; Saeid Sanei; Danilo P. Mandic (ICASSP, 2016)

Speeding up feature selection: A deep-inspired network pruning algorithm. - Andreas Antoniades; Clive Cheong Took (IJCNN, 2016)

Deep learning for epileptic intracranial EEG data. - Andreas Antoniades; Loukianos Spyrou; Clive Cheong Took; Saeid Sanei (MLSP, 2016)

An improved mini-batching technique: Sample-and-Learn. - Andreas Antoniades; Clive Cheong Took; Yaochu Jin (SSCI, 2016)

A regularised EEG informed Kalman filtering algorithm. - Shirin Enshaeifar; Loukianos Spyrou; Saeid Sanei; Clive Cheong Took (Biomed. Signal Process. Control., 2016)

Motor Imagery Classification Using Mu and Beta Rhythms of EEG with Strong Uncorrelating Transform Based Complex Common Spatial Patterns. - Youngjoo Kim; Jiwoo Ryu; Ko Keun Kim; Clive Cheong Took; Danilo P. Mandic; Cheolsoo Park (Comput. Intell. Neurosci., 2016)

Quaternion adaptive line enhancer. - Saeid Sanei; Clive Cheong Took; Shirin Enshaeifar; Tracey Kah-Mein Lee (EUSIPCO, 2017)

Data analysis as a web service: A case study using IoT sensor data. - Alireza Ahrabian; Sefki Kolozali; Shirin Enshaeifar; Clive Cheong Took; Payam M. Barnaghi (ICASSP, 2017)

Constrained LMS for dynamic flow networks. - Konstantinos Eftaxias; Clive Cheong Took; Bruno Venturini; David Arscott (IJCNN, 2017)

On making sense of neural networks in road analysis. - Daniel Morris 005; Andreas Antoniades; Clive Cheong Took (IJCNN, 2017)

Diagonalisation of covariance matrices in quaternion widely linear signal processing. - Min Xiang; Shirin Enshaeifar; Alexander Stott; Clive Cheong Took; Yili Xia; Danilo P. Mandic (CoRR, 2017)

Volatility Based Change Detection in Data Streams. - Alireza Ahrabian; Nazli FarajiDavar; Clive Cheong Took; Payam M. Barnaghi (CoRR, 2017)

Cost-effective quaternion minimum mean square error estimation: From widely linear to four-channel processing. - Min Xiang; Clive Cheong Took; Danilo P. Mandic (Signal Process., 2017)

Unsupervised Learning for Trustworthy IoT. - Nikhil Banerjee; Thanassis Giannetsos; Emmanouil Panaousis; Clive Cheong Took (FUZZ-IEEE, 2018)

Segment Parameter Labelling in MCMC Mean-Shift Change Detection. - Alireza Ahrabian; Shirin Enshaeifar; Clive Cheong Took; Payam M. Barnaghi (ICASSP, 2018)

Quaternion Adaptive Line Enhancer based on Singular Spectrum Analysis. - Saeid Sanei; Clive Cheong Took; Shirin Enshaeifar (ICASSP, 2018)

Deep Neural Architectures for Mapping Scalp to Intracranial EEG. - Andreas Antoniades; Loukianos Spyrou; David Martín-Lopez; Antonio Valentín; Gonzalo Alarcón; Saeid Sanei; Clive Cheong Took (Int. J. Neural Syst., 2018)

Simultaneous diagonalisation of the covariance and complementary covariance matrices in quaternion widely linear signal processing. - Min Xiang; Shirin Enshaeifar; Alexander E. Stott; Clive Cheong Took; Yili Xia; Sithan Kanna; Danilo P. Mandic (Signal Process., 2018)

Multichannel Quaternion Least Mean Square Algorithm. - Clive Cheong Took; Yili Xia (ICASSP, 2019)

Quo Vadis ICASSP: Echoes of 2019 ICASSP in Brighton, United Kingdom: Signal Processing Meets the Needs of Modern Humankind [Conference Highlights]. - Danilo P. Mandic; Petar M. Djuric; Andrzej Cichocki; Clive Cheong Took; Saeid Sanei; Lajos Hanzo (IEEE Signal Process. Mag., 2019)

Reply to "Comments on 'The Quaternion LMS Algorithm for Adaptive Filtering of Hypercomplex Processes'". - Danilo P. Mandic; Clive Cheong Took (IEEE Trans. Signal Process., 2019)

Efficient Algorithm to Implement Sliding Singular Spectrum Analysis with Application to Biomedical Signal Denoising. - Muzammil Saeed; Clive Cheong Took; Stephen R. Alty (ICASSP, 2020)

Eeg Connectivity - Informed Cooperative Adaptive Line Enhancer for Recognition of Brain State. - Saeid Sanei; Clive Cheong Took; Delaram Jarchi; Ales Procházka (ICASSP, 2020)

A Variable Memory Length Auto Encoder. - Shamahil Ibunu; Samuel Weller; Clive Cheong Took (IJCNN, 2021)

Deep neural network representation and Generative Adversarial Learning. - Ariel Ruiz-Garcia; Jürgen Schmidhuber; Vasile Palade; Clive Cheong Took; Danilo P. Mandic (Neural Networks, 2021)

Creativity First, Science Follows: Lessons in Digital Signal Processing Education. - Clive Cheong Took; Stephen R. Alty; Anush Yardim; David M. Howard 001 (IEEE Signal Process. Mag., 2021)

Guest Editorial: Special Issue on Deep Representation and Transfer Learning for Smart and Connected Health. - Vasile Palade; Stefan Wermter; Ariel Ruiz-Garcia; Antônio de Pádua Braga; Clive Cheong Took (IEEE Trans. Neural Networks Learn. Syst., 2021)

FPGA accelerators HLS-based design of hyper complex LMS filters. - Alin Tisan; Eric Monmasson; Clive Cheong Took (IECON, 2022)

A Joint Particle Filter for Quaternion-Valued $ alpha$-Stable Signals via the Characteristic Function. - Sayed Pouria Talebi; Stefan Werner 001; Yili Xia; Clive Cheong Took; Danilo P. Mandic (SAM, 2022)

Weight sharing for LMS algorithms: Convolutional neural networks inspired multichannel adaptive filtering. - Clive Cheong Took; Danilo P. Mandic (Digit. Signal Process., 2022)

Rapid FPGA implementation of a cost effective quaternion LMS estimator. - Alin Tisan; Clive Cheong Took (ISIE, 2023)

Weight sharing for single-channel LMS. - Shamahil Ibunu; Karl Moore; Clive Cheong Took; Danilo P. Mandic (SSP, 2023)

A novel technique for optimizing the filter size of CNNs without backpropagation. - Mohammed Manzar Maqbool; Clive Cheong Took; Saeid Sanei (SSP, 2023)

The HR-Calculus: Enabling Information Processing with Quaternion Algebra. - Danilo P. Mandic; Sayed Pouria Talebi; Clive Cheong Took; Yili Xia; Dongpo Xu; Min Xiang; Pauline Bourigault (CoRR, 2023)

An Optimal Linear Fusion Estimation Algorithm of Reduced Dimension for T-Proper Systems with Multiple Packet Dropouts. - Rosa M. Fernández-Alcalá; José D. Jiménez-López; Nicolas Le Bihan; Clive Cheong Took (Sensors, 2023)

Widrow-Hoff LMS Adaline Demonstrator for Schools and Colleges. - Stephen R. Alty; Clive Cheong Took (ICASSP, 2024)

HLS design of a reconfigurable Quaternion Neural Network hardware accelerator. - Alin Tisan; Clive Cheong Took (IECON, 2024)

A $ mathbb{T} - text{Proper}$ Karhunen-Loeve Expansion and its Application to the Problem of Simulation. - Rosa M. Fernández-Alcalá; Jesús Navarro-Moreno; José D. Jiménez-López; Clive Cheong Took; Juan Carlos Ruiz-Molina (MLSP, 2024)

Collaborative Learning for Incremental Classification of EMG Signals. - Karl Moore; Shamahil Ibunu; Stephen R. Alty; Clive Cheong Took (MLSP, 2024)

A review of signal processing and machine learning techniques for interictal epileptiform discharge detection. - Bahman Abdi-Sargezeh; Sepehr Shirani; Saeid Sanei; Clive Cheong Took; Oana Geman; Gonzalo Alarcón; Antonio Valentín (Comput. Biol. Medicine, 2024)

Reconfigurable Quaternion LMS. - Alin Tisan; Clive Cheong Took (IEEE Trans. Ind. Informatics, 2024)

Augmented Statistics of Quaternion Random Variables: A lynchpin of quaternion learning machines [Hypercomplex Signal and Image Processing]. - Clive Cheong Took; Sayed Pouria Talebi; Rosa M. Fernández-Alcalá; Danilo P. Mandic (IEEE Signal Process. Mag., 2024)

A Quantum of Learning: Using Quaternion Algebra to Model Learning on Quantum Devices. - Sayed Pouria Talebi; Clive Cheong Took; Danilo P. Mandic (DSP, 2025)