Clive Cheong Took

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 40

Top Topics

Blind Source Separation

Signal Processing

Adaptive Filter

Singular Spectrum Analysis

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

Publications

Bahman Abdi-Sargezeh, Sepehr Shirani, Saeid Sanei, Clive Cheong Took, Oana Geman, Gonzalo Alarcón, Antonio Valentín
A review of signal processing and machine learning techniques for interictal epileptiform discharge detection. Comput. Biol. Medicine 168 (2024)
Stephen R. Alty, Clive Cheong Took
Widrow-Hoff LMS Adaline Demonstrator for Schools and Colleges. ICASSP (2024)
Alin Tisan, Clive Cheong Took
Reconfigurable Quaternion LMS. IEEE Trans. Ind. Informatics 20 (3) (2024)
Mohammed Manzar Maqbool, Clive Cheong Took, Saeid Sanei
A novel technique for optimizing the filter size of CNNs without backpropagation. SSP (2023)
Alin Tisan, Clive Cheong Took
Rapid FPGA implementation of a cost effective quaternion LMS estimator. ISIE (2023)
Rosa M. Fernández-Alcalá, José D. Jiménez-López, Nicolas Le Bihan, Clive Cheong Took
An Optimal Linear Fusion Estimation Algorithm of Reduced Dimension for T-Proper Systems with Multiple Packet Dropouts. Sensors 23 (8) (2023)
Danilo P. Mandic, Sayed Pouria Talebi, Clive Cheong Took, Yili Xia, Dongpo Xu, Min Xiang, Pauline Bourigault
The HR-Calculus: Enabling Information Processing with Quaternion Algebra. CoRR (2023)
Shamahil Ibunu, Karl Moore, Clive Cheong Took, Danilo P. Mandic
Weight sharing for single-channel LMS. SSP (2023)
Alin Tisan, Eric Monmasson, Clive Cheong Took
FPGA accelerators HLS-based design of hyper complex LMS filters. IECON (2022)
Sayed Pouria Talebi, Stefan Werner, Yili Xia, Clive Cheong Took, Danilo P. Mandic
A Joint Particle Filter for Quaternion-Valued $\alpha$-Stable Signals via the Characteristic Function. SAM (2022)
Clive Cheong Took, Danilo P. Mandic
Weight sharing for LMS algorithms: Convolutional neural networks inspired multichannel adaptive filtering. Digit. Signal Process. 127 (2022)
Clive Cheong Took, Stephen R. Alty, Anush Yardim, David M. Howard
Creativity First, Science Follows: Lessons in Digital Signal Processing Education. IEEE Signal Process. Mag. 38 (3) (2021)
Vasile Palade, Stefan Wermter, Ariel Ruiz-Garcia, Antônio de Pádua Braga, Clive Cheong Took
Guest Editorial: Special Issue on Deep Representation and Transfer Learning for Smart and Connected Health. IEEE Trans. Neural Networks Learn. Syst. 32 (2) (2021)
Shamahil Ibunu, Samuel Weller, Clive Cheong Took
A Variable Memory Length Auto Encoder. IJCNN (2021)
Ariel Ruiz-Garcia, Jürgen Schmidhuber, Vasile Palade, Clive Cheong Took, Danilo P. Mandic
Deep neural network representation and Generative Adversarial Learning. Neural Networks 139 (2021)
Saeid Sanei, Clive Cheong Took, Delaram Jarchi, Ales Procházka
Eeg Connectivity - Informed Cooperative Adaptive Line Enhancer for Recognition of Brain State. ICASSP (2020)
Muzammil Saeed, Clive Cheong Took, Stephen R. Alty
Efficient Algorithm to Implement Sliding Singular Spectrum Analysis with Application to Biomedical Signal Denoising. ICASSP (2020)
Danilo P. Mandic, Petar M. Djuric, Andrzej Cichocki, Clive Cheong Took, Saeid Sanei, Lajos Hanzo
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. 36 (5) (2019)
Danilo P. Mandic, Clive Cheong Took
Reply to "Comments on 'The Quaternion LMS Algorithm for Adaptive Filtering of Hypercomplex Processes'". IEEE Trans. Signal Process. 67 (7) (2019)
Clive Cheong Took, Yili Xia
Multichannel Quaternion Least Mean Square Algorithm. ICASSP (2019)
Min Xiang, Shirin Enshaeifar, Alexander E. Stott, Clive Cheong Took, Yili Xia, Sithan Kanna, Danilo P. Mandic
Simultaneous diagonalisation of the covariance and complementary covariance matrices in quaternion widely linear signal processing. Signal Process. 148 (2018)
Nikhil Banerjee, Thanassis Giannetsos, Emmanouil Panaousis, Clive Cheong Took
Unsupervised Learning for Trustworthy IoT. CoRR (2018)
Andreas Antoniades, Loukianos Spyrou, David Martín-Lopez, Antonio Valentín, Gonzalo Alarcón, Saeid Sanei, Clive Cheong Took
Deep Neural Architectures for Mapping Scalp to Intracranial EEG. Int. J. Neural Syst. 28 (8) (2018)
Alireza Ahrabian, Shirin Enshaeifar, Clive Cheong Took, Payam M. Barnaghi
Segment Parameter Labelling in MCMC Mean-Shift Change Detection. ICASSP (2018)
Saeid Sanei, Clive Cheong Took, Shirin Enshaeifar
Quaternion Adaptive Line Enhancer based on Singular Spectrum Analysis. ICASSP (2018)
Nikhil Banerjee, Thanassis Giannetsos, Emmanouil Panaousis, Clive Cheong Took
Unsupervised Learning for Trustworthy IoT. FUZZ-IEEE (2018)
Konstantinos Eftaxias, Clive Cheong Took, Bruno Venturini, David Arscott
Constrained LMS for dynamic flow networks. IJCNN (2017)
Alireza Ahrabian, Sefki Kolozali, Shirin Enshaeifar, Clive Cheong Took, Payam M. Barnaghi
Data analysis as a web service: A case study using IoT sensor data. ICASSP (2017)
Alireza Ahrabian, Nazli FarajiDavar, Clive Cheong Took, Payam M. Barnaghi
Volatility Based Change Detection in Data Streams. CoRR (2017)
Min Xiang, Shirin Enshaeifar, Alexander Stott, Clive Cheong Took, Yili Xia, Danilo P. Mandic
Diagonalisation of covariance matrices in quaternion widely linear signal processing. CoRR (2017)
Daniel Morris, Andreas Antoniades, Clive Cheong Took
On making sense of neural networks in road analysis. IJCNN (2017)
Saeid Sanei, Clive Cheong Took, Shirin Enshaeifar, Tracey Kah-Mein Lee
Quaternion adaptive line enhancer. EUSIPCO (2017)
Min Xiang, Clive Cheong Took, Danilo P. Mandic
Cost-effective quaternion minimum mean square error estimation: From widely linear to four-channel processing. Signal Process. 136 (2017)
Alireza Ahrabian, Shirin Enshaeifar, Clive Cheong Took, Payam M. Barnaghi
Segment Parameter Labelling in MCMC Mean-Shift Change Detection. CoRR (2017)
Andreas Antoniades, Clive Cheong Took
Speeding up feature selection: A deep-inspired network pruning algorithm. IJCNN (2016)
Shirin Enshaeifar, Loukianos Spyrou, Saeid Sanei, Clive Cheong Took
A regularised EEG informed Kalman filtering algorithm. Biomed. Signal Process. Control. 25 (2016)
Youngjoo Kim, Jiwoo Ryu, Ko Keun Kim, Clive Cheong Took, Danilo P. Mandic, Cheolsoo Park
Motor Imagery Classification Using Mu and Beta Rhythms of EEG with Strong Uncorrelating Transform Based Complex Common Spatial Patterns. Comput. Intell. Neurosci. 2016 (2016)
Shirin Enshaeifar, Clive Cheong Took, Saeid Sanei, Danilo P. Mandic
Novel quaternion matrix factorisations. ICASSP (2016)
Andreas Antoniades, Loukianos Spyrou, Clive Cheong Took, Saeid Sanei
Deep learning for epileptic intracranial EEG data. MLSP (2016)
Andreas Antoniades, Clive Cheong Took, Yaochu Jin
An improved mini-batching technique: Sample-and-Learn. SSCI (2016)
Clive Cheong Took, Scott C. Douglas, Danilo P. Mandic
Maintaining the Integrity of Sources in Complex Learning Systems: Intraference and the Correlation Preserving Transform. IEEE Trans. Neural Networks Learn. Syst. 26 (3) (2015)
Samaneh Kouchaki, Shirin Enshaeifar, Clive Cheong Took, Saeid Sanei
Complex tensor based blind source separation of EEG for tracking P300 subcomponents. EMBC (2015)
Bukhari Che Ujang, Cyrus Jahanchahi, Clive Cheong Took, Danilo P. Mandic
Adaptive Convex Combination Approach for the Identification of Improper Quaternion Processes. IEEE Trans. Neural Networks Learn. Syst. 25 (1) (2014)
Shirin Enshaeifar, Saeid Sanei, Clive Cheong Took
Singular spectrum analysis for tracking of P300. IJCNN (2014)
Andreas Antoniades, Clive Cheong Took
A Google approach for computational intelligence in big data. IJCNN (2014)
Clive Cheong Took, Scott C. Douglas, Danilo P. Mandic
The correlation preserving transform resolves phase ambiguity in complex decorrelating transforms. SAM (2014)
Shirin Enshaeifar, Saeid Sanei, Clive Cheong Took
An eigen-based approach for complex-valued Forecasting. ICASSP (2014)
Cyrus Jahanchahi, Clive Cheong Took, Danilo P. Mandic
A class of quaternion valued affine projection algorithms. Signal Process. 93 (7) (2013)
Clive Cheong Took, Scott C. Douglas, Danilo P. Mandic
On intraference and its implications in complex-valued signal processing. ICASSP (2013)
Jesús Navarro-Moreno, Rosa M. Fernández-Alcalá, Clive Cheong Took, Danilo P. Mandic
Prediction of wide-sense stationary quaternion random signals. Signal Process. 93 (9) (2013)
Clive Cheong Took, Scott C. Douglas, Danilo P. Mandic
On Approximate Diagonalization of Correlation Matrices in Widely Linear Signal Processing. IEEE Trans. Signal Process. 60 (3) (2012)
Alireza Ahrabian, Clive Cheong Took, Danilo P. Mandic
Algorithmic Trading Using Phase Synchronization. IEEE J. Sel. Top. Signal Process. 6 (4) (2012)
Cyrus Jahanchahi, Clive Cheong Took, Danilo P. Mandic
On gradient calculation in quaternion adaptive filtering. ICASSP (2012)
Bukhari Che Ujang, Clive Cheong Took, Danilo P. Mandic
On quaternion analyticity: Enabling quaternion-valued nonlinear adaptive filtering. ICASSP (2012)
Clive Cheong Took, Danilo P. Mandic
Augmented second-order statistics of quaternion random signals. Signal Process. 91 (2) (2011)
Bukhari Che Ujang, Clive Cheong Took, Danilo P. Mandic
Quaternion-Valued Nonlinear Adaptive Filtering. IEEE Trans. Neural Networks 22 (8) (2011)
Soroush Javidi, Clive Cheong Took, Cyrus Jahanchahi, Nicolas Le Bihan, Danilo P. Mandic
Blind extraction of improper quaternion sources. ICASSP (2011)
Clive Cheong Took, Danilo P. Mandic, Fuzhen Zhang
On the unitary diagonalisation of a special class of quaternion matrices. Appl. Math. Lett. 24 (11) (2011)
Mingxuan Wang, Clive Cheong Took, Danilo P. Mandic
A class of fast quaternion valued variable stepsize stochastic gradient learning algorithms for vector sensor processes. IJCNN (2011)
Clive Cheong Took, Cyrus Jahanchahi, Danilo P. Mandic
A unifying framework for the analysis of quaternion valued adaptive filters. ACSCC (2011)
Danilo P. Mandic, Cyrus Jahanchahi, Clive Cheong Took
A Quaternion Gradient Operator and Its Applications. IEEE Signal Process. Lett. 18 (1) (2011)
Soroush Javidi, Clive Cheong Took, Danilo P. Mandic
Fast Independent Component Analysis Algorithm for Quaternion Valued Signals. IEEE Trans. Neural Networks 22 (12) (2011)
Cyrus Jahanchahi, Clive Cheong Took, Danilo P. Mandic
The widely linear quaternion recursive least squares filter. CIP (2010)
Bukhari Che Ujang, Clive Cheong Took, Danilo P. Mandic
Identification of improper processes by variable tap-length complex-valued adaptive filters. IJCNN (2010)
Clive Cheong Took, Danilo P. Mandic, Kazuyuki Aihara
Quaternion-valued short term forecasting of wind profile. IJCNN (2010)
Clive Cheong Took, Danilo P. Mandic
Quaternion-valued stochastic gradient-based adaptive IIR filtering. IEEE Trans. Signal Process. 58 (7) (2010)
Bukhari Che Ujang, Clive Cheong Took, Danilo P. Mandic
Split quaternion nonlinear adaptive filtering. Neural Networks 23 (3) (2010)
Cyrus Jahanchahi, Clive Cheong Took, Danilo P. Mandic
On HR calculus, quaternion valued stochastic gradient, and adaptive three dimensional wind forecasting. IJCNN (2010)
Yili Xia, Clive Cheong Took, Danilo P. Mandic
An augmented affine projection algorithm for the filtering of noncircular complex signals. Signal Process. 90 (6) (2010)
Clive Cheong Took, Danilo P. Mandic
A quaternion widely linear adaptive filter. IEEE Trans. Signal Process. 58 (8) (2010)
Clive Cheong Took, Danilo P. Mandic
The Quaternion LMS Algorithm for Adaptive Filtering of Hypercomplex Processes. IEEE Trans. Signal Process. 57 (4) (2009)
Bukhari Che Ujang, Clive Cheong Took, Aleksandar Kavcic, Danilo P. Mandic
A split quaternion nonlinear adaptive filter. ICASSP (2009)
Clive Cheong Took, Danilo P. Mandic
Adaptive IIR filtering of noncircular complex signals. IEEE Trans. Signal Process. 57 (10) (2009)
Clive Cheong Took, Danilo P. Mandic, Jacob Benesty
Study of the quaternion LMS and four-channel LMS algorithms. ICASSP (2009)
Clive Cheong Took, Saeid Sanei, Scott Rickard, Jonathon A. Chambers, Stephen Dunne
Fractional Delay Estimation for Blind Source Separation and Localization of Temporomandibular Joint Sounds. IEEE Trans. Biomed. Eng. 55 (3) (2008)
Clive Cheong Took, Saeid Sanei
Exploiting Sparsity, Sparseness and Super-Gaussianity in Underdetermined Blind Identification of Temporomandibular Joint Sounds. J. Comput. 2 (6) (2007)
Loukianos Spyrou, Saeid Sanei, Clive Cheong Took
Estimation and Location Tracking of the P300 Subcomponents from Single-Trial EEG. ICASSP (2) (2007)
Clive Cheong Took, Saeid Sanei, Jonathon A. Chambers, Stephen Dunne
Underdetermined Blind Source Separation of Temporomandibular Joint Sounds. IEEE Trans. Biomed. Eng. 53 (10) (2006)
Clive Cheong Took, Saeid Sanei, Jonathon A. Chambers, Stephen Dunne
A geometrically constrained anechoic model for blind separation of temporomandibular Joint sounds. EUSIPCO (2006)
Clive Cheong Took, Saeid Sanei, Jonathon A. Chambers
A Filtering Approach to Underdetermined Blind Source Separation With Application to Temporomandibular Disorders. ICASSP (3) (2006)
Saeid Sanei, Savvas Constantinides, Clive Cheong Took, Binyang Song
Incorporating frequency warping into sparse component analysis. EUSIPCO (2005)