Tak-Shing Chan

According to our database, Tak-Shing Chan authored at least 16 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

The sparse dynamic factor model: a regularised quasi-maximum likelihood approach.

Luke Mosley, Tak-Shing T. Chan, Alex J. Gibberd

Stat. Comput., 2024

2022

Identifying Metering Hierarchies with Distance Correlation and Dominance Constraints.

Tak-Shing T. Chan, Alex J. Gibberd

Proceedings of the 21st IEEE International Conference on Machine Learning and Applications, 2022

2020

Backpropagation With $N$ -D Vector-Valued Neurons Using Arbitrary Bilinear Products.

Zhe-Cheng Fan, Tak-Shing T. Chan, Yi-Hsuan Yang, Jyh-Shing Roger Jang

IEEE Trans. Neural Networks Learn. Syst., 2020

2019

Deep Cyclic Group Networks.

Zhe-Cheng Fan, Tak-Shing Chan, Yi-Hsuan Yang, Jyh-Shing Roger Jang

Proceedings of the International Joint Conference on Neural Networks, 2019

2018

Modeling Multi-way Relations with Hypergraph Embedding.

Chia-An Yu, Ching-Lun Tai, Tak-Shing Chan, Yi-Hsuan Yang

Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

2017

Informed Group-Sparse Representation for Singing Voice Separation.

Tak-Shing Chan, Yi-Hsuan Yang

IEEE Signal Process. Lett., 2017

Music Signal Processing Using Vector Product Neural Networks.

Zhe-Cheng Fan, Tak-Shing Chan, Yi-Hsuan Yang, Jyh-Shing Roger Jang

CoRR, 2017

Low-Rank Matrix Completion over Finite Abelian Group Algebras for Context-Aware Recommendation.

Chia-An Yu, Tak-Shing Chan, Yi-Hsuan Yang

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

2016

Polar $n$-Complex and $n$-Bicomplex Singular Value Decomposition and Principal Component Pursuit.

Tak-Shing Chan, Yi-Hsuan Yang

IEEE Trans. Signal Process., 2016

Complex and Quaternionic Principal Component Pursuit and Its Application to Audio Separation.

Tak-Shing Chan, Yi-Hsuan Yang

IEEE Signal Process. Lett., 2016

2015

Vocal activity informed singing voice separation with the iKala dataset.

Tak-Shing Chan, Tzu-Chun Yeh, Zhe-Cheng Fan, Hung-Wei Chen, Li Su, Yi-Hsuan Yang, Jyh-Shing Roger Jang

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

2013

Robust ear identification using sparse representation of local texture descriptors.

Ajay Kumar, Tak-Shing Chan

Pattern Recognit., 2013

2012

Reliable ear identification using 2-D quadrature filters.

Tak-Shing Chan, Ajay Kumar

Pattern Recognit. Lett., 2012

Human identification from at-a-distance face images using sparse representation of local iris features.

Ajay Kumar, Tak-Shing Chan, Chun-Wei Tan

Proceedings of the 5th IAPR International Conference on Biometrics, 2012

Iris recognition using quaternionic sparse orientation code (QSOC).

Ajay Kumar, Tak-Shing Chan

Proceedings of the 2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2012

2010

BRAHMS: Novel middleware for integrated systems computation.

Benjamin Mitchinson, Tak-Shing Chan, Jonathan M. Chambers, Martin J. Pearson, Mark D. Humphries, Charles W. Fox, Kevin N. Gurney, Tony J. Prescott

Adv. Eng. Informatics, 2010