Clive Cheong Took

89 papers B 11C 3Misc 15Journal 42Unranked 18

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Hypercomplex Widely Linear Processing: Fundamentals for Quaternion Machine Learning. CoRR Sayed Pouria Talebi, Clive Cheong Took
2025	—	`conf`	A Quantum of Learning: Using Quaternion Algebra to Model Learning on Quantum Devices. DSP Sayed Pouria Talebi, Clive Cheong Took, Danilo P. Mandic
2025	J	`jnl`	A Quantum of Learning: Using Quaternion Algebra to Model Learning on Quantum Devices. CoRR Sayed Pouria Talebi, Clive Cheong Took, Danilo P. Mandic
2025	C	`conf`	Optimal Threshold Singular Spectrum Analysis for Efficient Electrocardiogram Interference Removal. BIBE Muzammil Saeed, Clive Cheong Took, Stephen R. Alty
2024	—	`conf`	A $\mathbb{T} -\text{Proper}$ Karhunen-Loeve Expansion and its Application to the Problem of Simulation. MLSP Rosa M. Fernández-Alcalá, Jesús Navarro-Moreno, José D. Jiménez-López, Clive Cheong Took, Juan Carlos Ruiz-Molina
2024	J	`jnl`	A review of signal processing and machine learning techniques for interictal epileptiform discharge detection. Comput. Biol. Medicine Bahman Abdi-Sargezeh, Sepehr Shirani, Saeid Sanei, Clive Cheong Took, Oana Geman, Gonzalo Alarcón, Antonio Valentín
2024	J	`jnl`	Augmented Statistics of Quaternion Random Variables: A lynchpin of quaternion learning machines [Hypercomplex Signal and Image Processing]. IEEE Signal Process. Mag. Clive Cheong Took, Sayed Pouria Talebi, Rosa M. Fernández-Alcalá, Danilo P. Mandic
2024	—	`conf`	Collaborative Learning for Incremental Classification of EMG Signals. MLSP Karl Moore, Shamahil Ibunu, Stephen R. Alty, Clive Cheong Took
2024	C	`conf`	HLS design of a reconfigurable Quaternion Neural Network hardware accelerator. IECON Alin Tisan, Clive Cheong Took
2024	J	`jnl`	Reconfigurable Quaternion LMS. IEEE Trans. Ind. Informatics Alin Tisan, Clive Cheong Took
2024	Misc	`conf`	Widrow-Hoff LMS Adaline Demonstrator for Schools and Colleges. ICASSP Stephen R. Alty, Clive Cheong Took
2023	—	`conf`	A novel technique for optimizing the filter size of CNNs without backpropagation. SSP Mohammed Manzar Maqbool, Clive Cheong Took, Saeid Sanei
2023	J	`jnl`	An Optimal Linear Fusion Estimation Algorithm of Reduced Dimension for T-Proper Systems with Multiple Packet Dropouts. Sensors Rosa M. Fernández-Alcalá, José D. Jiménez-López, Nicolas Le Bihan, Clive Cheong Took
2023	—	`conf`	Rapid FPGA implementation of a cost effective quaternion LMS estimator. ISIE Alin Tisan, Clive Cheong Took
2023	J	`jnl`	The HR-Calculus: Enabling Information Processing with Quaternion Algebra. CoRR Danilo P. Mandic, Sayed Pouria Talebi, Clive Cheong Took, Yili Xia, Dongpo Xu, Min Xiang, Pauline Bourigault
2023	—	`conf`	Weight sharing for single-channel LMS. SSP Shamahil Ibunu, Karl Moore, Clive Cheong Took, Danilo P. Mandic
2022	—	`conf`	A Joint Particle Filter for Quaternion-Valued $\alpha$-Stable Signals via the Characteristic Function. SAM Sayed Pouria Talebi, Stefan Werner, Yili Xia, Clive Cheong Took, Danilo P. Mandic
2022	C	`conf`	FPGA accelerators HLS-based design of hyper complex LMS filters. IECON Alin Tisan, Eric Monmasson, Clive Cheong Took
2022	J	`jnl`	Weight sharing for LMS algorithms: Convolutional neural networks inspired multichannel adaptive filtering. Digit. Signal Process. Clive Cheong Took, Danilo P. Mandic
2021	B	`conf`	A Variable Memory Length Auto Encoder. IJCNN Shamahil Ibunu, Samuel Weller, Clive Cheong Took
2021	J	`jnl`	Creativity First, Science Follows: Lessons in Digital Signal Processing Education. IEEE Signal Process. Mag. Clive Cheong Took, Stephen R. Alty, Anush Yardim, David M. Howard
2021	J	`jnl`	Deep neural network representation and Generative Adversarial Learning. Neural Networks Ariel Ruiz-Garcia, Jürgen Schmidhuber, Vasile Palade, Clive Cheong Took, Danilo P. Mandic
2021	J	`jnl`	Guest Editorial: Special Issue on Deep Representation and Transfer Learning for Smart and Connected Health. IEEE Trans. Neural Networks Learn. Syst. Vasile Palade, Stefan Wermter, Ariel Ruiz-Garcia, Antônio de Pádua Braga, Clive Cheong Took
2020	Misc	`conf`	Eeg Connectivity - Informed Cooperative Adaptive Line Enhancer for Recognition of Brain State. ICASSP Saeid Sanei, Clive Cheong Took, Delaram Jarchi, Ales Procházka
2020	Misc	`conf`	Efficient Algorithm to Implement Sliding Singular Spectrum Analysis with Application to Biomedical Signal Denoising. ICASSP Muzammil Saeed, Clive Cheong Took, Stephen R. Alty
2019	Misc	`conf`	Multichannel Quaternion Least Mean Square Algorithm. ICASSP Clive Cheong Took, Yili Xia
2019	J	`jnl`	Quo Vadis ICASSP: Echoes of 2019 ICASSP in Brighton, United Kingdom: Signal Processing Meets the Needs of Modern Humankind [Conference Highlights]. IEEE Signal Process. Mag. Danilo P. Mandic, Petar M. Djuric, Andrzej Cichocki, Clive Cheong Took, Saeid Sanei, Lajos Hanzo
2019	J	`jnl`	Reply to "Comments on 'The Quaternion LMS Algorithm for Adaptive Filtering of Hypercomplex Processes'". IEEE Trans. Signal Process. Danilo P. Mandic, Clive Cheong Took
2018	J	`jnl`	Deep Neural Architectures for Mapping Scalp to Intracranial EEG. Int. J. Neural Syst. Andreas Antoniades, Loukianos Spyrou, David Martín-Lopez, Antonio Valentín, Gonzalo Alarcón, Saeid Sanei, Clive Cheong Took
2018	Misc	`conf`	Quaternion Adaptive Line Enhancer based on Singular Spectrum Analysis. ICASSP Saeid Sanei, Clive Cheong Took, Shirin Enshaeifar
2018	Misc	`conf`	Segment Parameter Labelling in MCMC Mean-Shift Change Detection. ICASSP Alireza Ahrabian, Shirin Enshaeifar, Clive Cheong Took, Payam M. Barnaghi
2018	J	`jnl`	Simultaneous diagonalisation of the covariance and complementary covariance matrices in quaternion widely linear signal processing. Signal Process. Min Xiang, Shirin Enshaeifar, Alexander E. Stott, Clive Cheong Took, Yili Xia, Sithan Kanna, Danilo P. Mandic
2018	B	`conf`	Unsupervised Learning for Trustworthy IoT. FUZZ-IEEE Nikhil Banerjee, Thanassis Giannetsos, Emmanouil Panaousis, Clive Cheong Took
2018	J	`jnl`	Unsupervised Learning for Trustworthy IoT. CoRR Nikhil Banerjee, Thanassis Giannetsos, Emmanouil Panaousis, Clive Cheong Took
2017	B	`conf`	Constrained LMS for dynamic flow networks. IJCNN Konstantinos Eftaxias, Clive Cheong Took, Bruno Venturini, David Arscott
2017	J	`jnl`	Cost-effective quaternion minimum mean square error estimation: From widely linear to four-channel processing. Signal Process. Min Xiang, Clive Cheong Took, Danilo P. Mandic
2017	Misc	`conf`	Data analysis as a web service: A case study using IoT sensor data. ICASSP Alireza Ahrabian, Sefki Kolozali, Shirin Enshaeifar, Clive Cheong Took, Payam M. Barnaghi
2017	J	`jnl`	Diagonalisation of covariance matrices in quaternion widely linear signal processing. CoRR Min Xiang, Shirin Enshaeifar, Alexander Stott, Clive Cheong Took, Yili Xia, Danilo P. Mandic
2017	B	`conf`	On making sense of neural networks in road analysis. IJCNN Daniel Morris, Andreas Antoniades, Clive Cheong Took
2017	—	`conf`	Quaternion adaptive line enhancer. EUSIPCO Saeid Sanei, Clive Cheong Took, Shirin Enshaeifar, Tracey Kah-Mein Lee
2017	J	`jnl`	Segment Parameter Labelling in MCMC Mean-Shift Change Detection. CoRR Alireza Ahrabian, Shirin Enshaeifar, Clive Cheong Took, Payam M. Barnaghi
2017	J	`jnl`	Volatility Based Change Detection in Data Streams. CoRR Alireza Ahrabian, Nazli FarajiDavar, Clive Cheong Took, Payam M. Barnaghi
2016	J	`jnl`	A regularised EEG informed Kalman filtering algorithm. Biomed. Signal Process. Control. Shirin Enshaeifar, Loukianos Spyrou, Saeid Sanei, Clive Cheong Took
2016	—	`conf`	An improved mini-batching technique: Sample-and-Learn. SSCI Andreas Antoniades, Clive Cheong Took, Yaochu Jin
2016	—	`conf`	Deep learning for epileptic intracranial EEG data. MLSP Andreas Antoniades, Loukianos Spyrou, Clive Cheong Took, Saeid Sanei
2016	J	`jnl`	Motor Imagery Classification Using Mu and Beta Rhythms of EEG with Strong Uncorrelating Transform Based Complex Common Spatial Patterns. Comput. Intell. Neurosci. YoungJoo Kim, Jiwoo Ryu, Ko Keun Kim, Clive Cheong Took, Danilo P. Mandic, Cheolsoo Park
2016	Misc	`conf`	Novel quaternion matrix factorisations. ICASSP Shirin Enshaeifar, Clive Cheong Took, Saeid Sanei, Danilo P. Mandic
2016	B	`conf`	Speeding up feature selection: A deep-inspired network pruning algorithm. IJCNN Andreas Antoniades, Clive Cheong Took
2015	—	`conf`	Complex tensor based blind source separation of EEG for tracking P300 subcomponents. EMBC Samaneh Kouchaki, Shirin Enshaeifar, Clive Cheong Took, Saeid Sanei
2015	J	`jnl`	Maintaining the Integrity of Sources in Complex Learning Systems: Intraference and the Correlation Preserving Transform. IEEE Trans. Neural Networks Learn. Syst. Clive Cheong Took, Scott C. Douglas, Danilo P. Mandic
2014	B	`conf`	A Google approach for computational intelligence in big data. IJCNN Andreas Antoniades, Clive Cheong Took
2014	J	`jnl`	Adaptive Convex Combination Approach for the Identification of Improper Quaternion Processes. IEEE Trans. Neural Networks Learn. Syst. Bukhari Che Ujang, Cyrus Jahanchahi, Clive Cheong Took, Danilo P. Mandic
2014	Misc	`conf`	An eigen-based approach for complex-valued Forecasting. ICASSP Shirin Enshaeifar, Saeid Sanei, Clive Cheong Took
2014	B	`conf`	Singular spectrum analysis for tracking of P300. IJCNN Shirin Enshaeifar, Saeid Sanei, Clive Cheong Took
2014	—	`conf`	The correlation preserving transform resolves phase ambiguity in complex decorrelating transforms. SAM Clive Cheong Took, Scott C. Douglas, Danilo P. Mandic
2013	J	`jnl`	A class of quaternion valued affine projection algorithms. Signal Process. Cyrus Jahanchahi, Clive Cheong Took, Danilo P. Mandic
2013	Misc	`conf`	On intraference and its implications in complex-valued signal processing. ICASSP Clive Cheong Took, Scott C. Douglas, Danilo P. Mandic
2013	J	`jnl`	Prediction of wide-sense stationary quaternion random signals. Signal Process. Jesús Navarro-Moreno, Rosa M. Fernández-Alcalá, Clive Cheong Took, Danilo P. Mandic
2012	J	`jnl`	Algorithmic Trading Using Phase Synchronization. IEEE J. Sel. Top. Signal Process. Alireza Ahrabian, Clive Cheong Took, Danilo P. Mandic
2012	J	`jnl`	On Approximate Diagonalization of Correlation Matrices in Widely Linear Signal Processing. IEEE Trans. Signal Process. Clive Cheong Took, Scott C. Douglas, Danilo P. Mandic
2012	Misc	`conf`	On gradient calculation in quaternion adaptive filtering. ICASSP Cyrus Jahanchahi, Clive Cheong Took, Danilo P. Mandic
2012	Misc	`conf`	On quaternion analyticity: Enabling quaternion-valued nonlinear adaptive filtering. ICASSP Bukhari Che Ujang, Clive Cheong Took, Danilo P. Mandic
2011	J	`jnl`	A Quaternion Gradient Operator and Its Applications. IEEE Signal Process. Lett. Danilo P. Mandic, Cyrus Jahanchahi, Clive Cheong Took
2011	B	`conf`	A class of fast quaternion valued variable stepsize stochastic gradient learning algorithms for vector sensor processes. IJCNN Mingxuan Wang, Clive Cheong Took, Danilo P. Mandic
2011	—	`conf`	A unifying framework for the analysis of quaternion valued adaptive filters. ACSCC Clive Cheong Took, Cyrus Jahanchahi, Danilo P. Mandic
2011	J	`jnl`	Augmented second-order statistics of quaternion random signals. Signal Process. Clive Cheong Took, Danilo P. Mandic
2011	Misc	`conf`	Blind extraction of improper quaternion sources. ICASSP Soroush Javidi, Clive Cheong Took, Cyrus Jahanchahi, Nicolas Le Bihan, Danilo P. Mandic
2011	J	`jnl`	Fast Independent Component Analysis Algorithm for Quaternion Valued Signals. IEEE Trans. Neural Networks Soroush Javidi, Clive Cheong Took, Danilo P. Mandic
2011	J	`jnl`	On the unitary diagonalisation of a special class of quaternion matrices. Appl. Math. Lett. Clive Cheong Took, Danilo P. Mandic, Fuzhen Zhang
2011	J	`jnl`	Quaternion-Valued Nonlinear Adaptive Filtering. IEEE Trans. Neural Networks Bukhari Che Ujang, Clive Cheong Took, Danilo P. Mandic
2010	J	`jnl`	A quaternion widely linear adaptive filter. IEEE Trans. Signal Process. Clive Cheong Took, Danilo P. Mandic
2010	J	`jnl`	An augmented affine projection algorithm for the filtering of noncircular complex signals. Signal Process. Yili Xia, Clive Cheong Took, Danilo P. Mandic
2010	B	`conf`	Identification of improper processes by variable tap-length complex-valued adaptive filters. IJCNN Bukhari Che Ujang, Clive Cheong Took, Danilo P. Mandic
2010	B	`conf`	On HR calculus, quaternion valued stochastic gradient, and adaptive three dimensional wind forecasting. IJCNN Cyrus Jahanchahi, Clive Cheong Took, Danilo P. Mandic
2010	B	`conf`	Quaternion-valued short term forecasting of wind profile. IJCNN Clive Cheong Took, Danilo P. Mandic, Kazuyuki Aihara
2010	J	`jnl`	Quaternion-valued stochastic gradient-based adaptive IIR filtering. IEEE Trans. Signal Process. Clive Cheong Took, Danilo P. Mandic
2010	J	`jnl`	Split quaternion nonlinear adaptive filtering. Neural Networks Bukhari Che Ujang, Clive Cheong Took, Danilo P. Mandic
2010	—	`conf`	The widely linear quaternion recursive least squares filter. CIP Cyrus Jahanchahi, Clive Cheong Took, Danilo P. Mandic
2009	Misc	`conf`	A split quaternion nonlinear adaptive filter. ICASSP Bukhari Che Ujang, Clive Cheong Took, Aleksandar Kavcic, Danilo P. Mandic
2009	J	`jnl`	Adaptive IIR filtering of noncircular complex signals. IEEE Trans. Signal Process. Clive Cheong Took, Danilo P. Mandic
2009	Misc	`conf`	Study of the quaternion LMS and four-channel LMS algorithms. ICASSP Clive Cheong Took, Danilo P. Mandic, Jacob Benesty
2009	J	`jnl`	The Quaternion LMS Algorithm for Adaptive Filtering of Hypercomplex Processes. IEEE Trans. Signal Process. Clive Cheong Took, Danilo P. Mandic
2008	J	`jnl`	Fractional Delay Estimation for Blind Source Separation and Localization of Temporomandibular Joint Sounds. IEEE Trans. Biomed. Eng. Clive Cheong Took, Saeid Sanei, Scott Rickard, Jonathon A. Chambers, Stephen Dunne
2007	—	`conf`	Estimation and Location Tracking of the P300 Subcomponents from Single-Trial EEG. ICASSP (2) Loukianos Spyrou, Saeid Sanei, Clive Cheong Took
2007	J	`jnl`	Exploiting Sparsity, Sparseness and Super-Gaussianity in Underdetermined Blind Identification of Temporomandibular Joint Sounds. J. Comput. Clive Cheong Took, Saeid Sanei
2006	—	`conf`	A Filtering Approach to Underdetermined Blind Source Separation With Application to Temporomandibular Disorders. ICASSP (3) Clive Cheong Took, Saeid Sanei, Jonathon A. Chambers
2006	—	`conf`	A geometrically constrained anechoic model for blind separation of temporomandibular Joint sounds. EUSIPCO Clive Cheong Took, Saeid Sanei, Jonathon A. Chambers, Stephen Dunne
2006	J	`jnl`	Underdetermined Blind Source Separation of Temporomandibular Joint Sounds. IEEE Trans. Biomed. Eng. Clive Cheong Took, Saeid Sanei, Jonathon A. Chambers, Stephen Dunne
2005	—	`conf`	Incorporating frequency warping into sparse component analysis. EUSIPCO Saeid Sanei, Savvas Constantinides, Clive Cheong Took, Binyang Song