Andy M. Yip

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 5

Top Topics

Stock Price Prediction

Text Categorization

Measurement Matrix

Top Venues

IEEE Trans. Pattern Anal. Mach. Intell.

Mach. Intell. Res.

Publications

Hanrui Wu, Andy M. Yip, Jinyi Long, Jia Zhang, Michael Kwok-Po Ng
Simplicial Complex Neural Networks. IEEE Trans. Pattern Anal. Mach. Intell. 46 (1) (2024)
Michael Ng, Hanrui Wu, Andy M. Yip
Stability and Generalization of Hypergraph Collaborative Networks. Mach. Intell. Res. 21 (1) (2024)
Andy M. Yip, William T. Ng, Ka-Wai Siu, Albert C. Cheung, Michael K. Ng
Graph embedded dynamic mode decomposition for stock price prediction. Algorithmic Finance 10 (1-2) (2023)
Tak Shing Au Yeung, Ka Chun Cheung, Michael K. Ng, Simon See, Andy M. Yip
Transfer Learning With Singular Value Decomposition of Multichannel Convolution Matrices. Neural Comput. 35 (10) (2023)
Michael Kwok-Po Ng, Hanrui Wu, Andy M. Yip
Stability and Generalization of Hypergraph Collaborative Networks. CoRR (2023)
Yan Nei Law, Hwee Kuan Lee, Michael K. Ng, Andy M. Yip
A Semisupervised Segmentation Model for Collections of Images. IEEE Trans. Image Process. 21 (6) (2012)
Qi Chen, Andy M. Yip, Chew Lim Tan
Automatic Image Annotation Using Word Embedding Learning. ICTAI (2012)
Tze Siong Lau, Andy M. Yip
A Fast Method for Segmenting Images with Additive Intensity Value. SIAM J. Imaging Sci. 5 (3) (2012)
You-Wei Wen, Raymond H. Chan, Andy M. Yip
A Primal-Dual Method for Total-Variation-Based Wavelet Domain Inpainting. IEEE Trans. Image Process. 21 (1) (2012)
Yan Nei Law, Hwee Kuan Lee, Chaoqiang Liu, Andy M. Yip
A Variational Model for Segmentation of Overlapping Objects With Additive Intensity Value. IEEE Trans. Image Process. 20 (6) (2011)
Michael K. Ng, Guoping Qiu, Andy M. Yip
Numerical methods for interactive multiple-class image segmentation problems. Int. J. Imaging Syst. Technol. 20 (3) (2010)
Yan Nei Law, Hwee Kuan Lee, Andy M. Yip
Subspace Descriptor for Texture and its Applications. IPCV (2010)
Dilip Krishnan, Quang Vinh Pham, Andy M. Yip
A primal-dual active-set algorithm for bilaterally constrained total variation deblurring and piecewise constant Mumford-Shah segmentation problems. Adv. Comput. Math. 31 (1-3) (2009)
Raymond H. Chan, You-Wei Wen, Andy M. Yip
A Fast Optimization Transfer Algorithm for Image Inpainting in Wavelet Domains. IEEE Trans. Image Process. 18 (7) (2009)
Li Zhang, Andy M. Yip, Michael S. Brown, Chew Lim Tan
A unified framework for document restoration using inpainting and shape-from-shading. Pattern Recognit. 42 (11) (2009)
Yan Nei Law, Stephen Ogg, John Common, David Tan, E. Birgitte Lane, Andy M. Yip, Hwee Kuan Lee
Automated Protein Distribution Detection in High-Throughput Image-Based siRNA Library Screens. J. Signal Process. Syst. 55 (1-3) (2009)
Yan Nei Law, Hwee Kuan Lee, Andy M. Yip
Supervised Texture Segmentation Using the Subspace Mumford-Shah Model. IPCV (2009)
Yan Nei Law, Hwee Kuan Lee, Chaoqiang Liu, Andy M. Yip
Segmentation of Semi-transparent Objects Using a Variant of the Mumford-Shah Model. IPCV (2009)
Yan Nei Law, Hwee Kuan Lee, Andy M. Yip
A Multiresolution Stochastic Level Set Method for Mumford-Shah Image Segmentation. IEEE Trans. Image Process. 17 (12) (2008)
Li Zhang, Andy M. Yip, Chew Lim Tan
A Restoration Framework for Correcting Photometric and Geometric Distortions in Camera-based Document Images. ICCV (2007)
Li Zhang, Andy M. Yip, Chew Lim Tan
Shape from Shading Based on Lax-Friedrichs Fast Sweeping and Regularization Techniques With Applications to Document Image Restoration. CVPR (2007)
Li Zhang, Andy M. Yip, Chew Lim Tan
Removing Shading Distortions in Camera-based Document Images Using Inpainting and Surface Fitting With Radial Basis Functions. ICDAR (2007)
Dilip Krishnan, Ping Lin, Andy M. Yip
A Primal-Dual Active-Set Method for Non-Negativity Constrained Total Variation Deblurring Problems. IEEE Trans. Image Process. 16 (11) (2007)
Andy M. Yip, Michael K. Ng, Edmond HaoCun Wu, Tony F. Chan
Strategies for Identifying Statistically Significant Dense Regions in Microarray Data. IEEE ACM Trans. Comput. Biol. Bioinform. 4 (3) (2007)
Andy M. Yip, Steve Horvath
Gene network interconnectedness and the generalized topological overlap measure. BMC Bioinform. 8 (2007)
Li Zhang, Andy M. Yip, Chew Lim Tan
Photometric and Geometric Restoration of Document Images Using Inpainting and Shape-from-Shading. AAAI (2007)
Andy M. Yip, Chris H. Q. Ding, Tony F. Chan
Dynamic Cluster Formation Using Level Set Methods. IEEE Trans. Pattern Anal. Mach. Intell. 28 (6) (2006)
Steve Horvath, Jun Dong, Andy M. Yip
The Relationship Between Intramodular Connectivity and Gene Significance in Co-Expression Networks. BIOCOMP (2006)
Andy M. Yip, Steve Horvath
The Generalized Topological Overlap Matrix for Detecting Modules in Gene Networks. BIOCOMP (2006)
Tony F. Chan, Andy M. Yip, Frederick E. Park
Simultaneous total variation image inpainting and blind deconvolution. Int. J. Imaging Syst. Technol. 15 (1) (2005)
Andy M. Yip, Chris H. Q. Ding, Tony F. Chan
Dynamic Cluster Formation Using Level Set Methods. PAKDD (2005)
Edmond HaoCun Wu, Michael K. Ng, Andy M. Yip, Tony F. Chan
Discretization of Multidimensional Web Data for Informative Dense Regions Discovery. CIS (2004)
Andy M. Yip, Edmond HaoCun Wu, Michael K. Ng, Tony F. Chan
Unsupervised Dense Regions Discovery in DNA Microarray Data. IDEAL (2004)
Edmond HaoCun Wu, Michael K. Ng, Andy M. Yip, Tony F. Chan
A Clustering Model for Mining Evolving Web User Patterns in Data Stream Environment. IDEAL (2004)
Andy M. Yip, Edmond HaoCun Wu, Michael K. Ng, Tony F. Chan
An Efficient Algorithm for Dense Regions Discovery from Large-Scale Data Streams. PAKDD (2004)
Raymond H. Chan, Michael K. Ng, Andy M. Yip
The best circulant preconditioners for Hermitian Toeplitz systems II: The multiple-zero case. Numerische Mathematik 92 (1) (2002)
Michael K. Ng, Andy M. Yip
A Fast MAP Algorithm for High-Resolution Image Reconstruction with Multisensors. Multidimens. Syst. Signal Process. 12 (2) (2001)
Raymond H. Chan, Andy M. Yip, Michael K. Ng
The Best Circulant Preconditioners for Hermitian Toeplitz Systems. SIAM J. Numer. Anal. 38 (3) (2000)