Hong Kong

Polytechnic University

2010

Zhaohong Deng, Fu-lai Chung, Shitong Wang, “Robust Relief Feature Weighting, Margin Maximization and Fuzzy Optimization,” to appear in IEEE Trans. on Fuzzy Systems.

Xiaoming Wang, Fu-Lai Chung, and Shitong Wang, “On Minimum Class Locality Preserving Variance Support Vector Machine,” Pattern Recognition, vol.43, no.8, pp.2753-2762, Aug.2010.

Zhaohong Deng, Kup-Sze Choi, Fu-Lai Chung, and Shitong Wang, “Enhanced Soft Subspace Clustering Integrating Within-cluster and Between-cluster Information,” Pattern Recognition, vol.43, no.3, pp.767-781, March 2010.

Qinli Zhang, Fu-lai Chung, Shitong Wang, “Transformation between Type-2 TSK Fuzzy Systems and Uncertain Gaussian Mixture Model,” Soft Computing, vol.14, no.7, pp.701-711, 2010.

 

2009

Fu-lai Chung, Zhaohong Deng, and Shitong Wang, “An Adaptive Fuzzy-Inference-Rule-Based Flexible Model for Automatic Elastic Image Registration,” IEEE Trans. on Fuzzy Systems, vol.17, no.5, pp.995-1010, Oct. 2009.

Lin Zhu, Fu-lai Chung, Shitong Wang, “Generalized Fuzzy C-means Clustering Algorithm with Improved Fuzzy Partitions,” IEEE Trans. on System, Man & Cybernetics: Part B, vol.39, no.3, pp.578-591, 2009.

Fu-lai Chung, Zhaohong Deng, and Shitong Wang, “From Minimum Enclosing Ball to Fast Fuzzy Inference System Training on Large Data Sets,” IEEE Trans. on Fuzzy Systems, vol.17, no.1, pp.173-184, Feb. 2009.

 

2008

T.C. Fu, F.L. Chung, K.Y. Kwok and C.M. Ng, "Stock Time Series Visualization Based on Data Point Importance," Engineering Applications of Artificial Intelligence, Vol. 21, Issue 8, pp. 1217-1232, December 2008.

Hongwei Ge, Fu-lai Chung and Shitong Wang, “Theoretical Choice of The Optimal Threshold for Possibilistic Linear Model with Noisy Input,” IEEE Trans. on Fuzzy Systems, vol.16, no.4, pp. 1027-1037, August 2008.

Zhaohong Deng, Fu-lai Chung, and Shitong Wang, “FRSDE: Fast Reduced Set Density Estimator Using Minimal Enclosing Ball Approximation,” Pattern Recognition, vol.41, no.4, pp.1363-1372, April 2008.

Shitong Wang, F.L. Chung and Fusong Xiong, “A Novel Image Thresholding Method Based on Parzen Window Estimate,” Pattern Recognition, vol.41, no.1, pp.117-129, January 2008.

Zhenping Xie, Shitong Wang, and Fu-lai Chung, “An enhanced possibilitic C-Means clustering algorithm EPCM,” Soft Computing, vol.12, no.6, pp.593-611, 2008.

T.C. Fu, F.L. Chung, R. Luk and C.M. Ng, “Representing financial time series based on data point importance,” Engineering Applications of Artificial Intelligence, vol.21, no.2, pp.277-300, March  2008.

 

2007

T.C. Fu, F.L. Chung, R. Luk and C.M. Ng, “Stock Time Series Pattern Matching: Template-based vs. Rule-based approaches”, Engineering Applications of Artificial Intelligence, Vol.20, no.3, pp.347-364, 2007.

Shitong Wang, F.L. Chung and Fu Duan, “Applying the improved fuzzy cellular neural network IFCNN to white blood cell detection,” Neurocomputing, vol.70, no.7-9, pp.1348-1359, March 2007.

 

2006

Fu-lai Chung, Shitong Wang, Zhaohong Deng, and Dewen Hu, “CATSMLP: Towards a Robust and Interpretable Multilayer Perceptron with Sigmoid Activation Functions,” IEEE Trans. on System, Man & Cybernetics: Part B, vol.36, no.6, pp.1319-1331, December 2006.

Cane W.K. Leung, Stephen C.F. Chan and Fu-lai Chung, “A Collaborative Filtering Framework Based on Fuzzy Association Rules and Multiple-level Similarity,” Knowledge and Information Systems, vol.10,  no.3, pp.357-381, October 2006.

Fu-lai Chung, Shitong Wang, Zhaohong Deng, Chen Shu,  and Dewen Hu, “Clustering analysis of gene expression data based on semi-supervised visual clustering algorithm,” Soft Computing, vol.10, no.11, pp.981-993, June 2006.

F.L. Chung, S.T. Wang, Min Xu, Dewen Hu, and Qing Lin, “Possibility Theoretic Clustering and Its Preliminary Application in Large Image Segmentations,” Soft Computing, vol.11, no.2, pp.103-113, Sept. 2006.

S.T. Wang, J. Zhu, F. L. Chung, Hu Dewen, Experimental study on parameter choices in norm-r support vector regression machines with noisy input,” Soft Computing, vol.10, no.3, pp219-223, Feb 2006.

Wei Lu, Fu-lai Chung and Hongtao Lu, “Blind Fake Image Detection Scheme Using SVD,” IEICE Transactions on Communications, vol.E89-B, no.5, pp.1726-1728, 2006.

 

2005

Hongtao Lu, Ruiming Shen and Fu-lai Chung, “Global Exponential Convergence of Cohen-Grossberg Neural Networks with Time Delays,” IEEE Trans. on Neural Networks, vol.16, no.6, pp.1694-1696, Nov. 2005.

Hongtao Lu, Ruiming Shen and Fu-lai Chung, “Absolute exponential stability of a class of recurrent neural networks with multiple and variable delays,” Theoretical Computer Science, vol.344, no.2-3, pp.103-119, November 2005.

K.Y. Hung, Robert Luk, D. Yeung, F.L.Chung and W.Shu, “A Multiple Classifier Approach to Detect Chinese Character Recognition Errors,” Pattern Recognition, vol.38, no.5, pp.723-738, 2005.

Ho-pong Leung, Fu-lai Chung and Stephen C.F. Chan, “On the Use of Hierarchical Information in Sequential Mining-based XML Document Similarity Computation,” Knowledge and Information Systems, vol.7, no.4, pp.476-498, May 2005.

Shitong Wang, Fu-lai Chung, et al., “Note On The Equivalence Relationship Between Renyi- Entropy Based and Tsallis-Entropy Based Image Thresholding,” Pattern Recognition Letter, vol.26, no.14, pp. 2309-2312, 2005.

Shitong Wang, K.F.L. Chung, and Hongbin Shen, “Fuzzy Taxonomy, Quantitative Database and Mining Generalized Association Rules,” Journal of Intelligent Data Analysis, vol.9, no.2, pp.207-217, 2005.

Wei Lu, Hongtao Lu and Fu-lai Chung, “Attacking Subsampling-Based Watermarking,” IEICE Trans. Fundamentals, vol.E88-A, no.11, pp.3239-3240, Nov. 2005.

 

2004

F.L. Chung, T.C. Fu, Vincent Ng, and Robert Luk, “An Evolutionary Approach to Pattern-based Time Series Segmentation,” IEEE Trans. on Evolutionary Computation, vol.8, no.5, pp.471-489, 2004.

F.L. Chung, Shitong Wang, Zhaohong Deng, and Dewen Hu, “Fuzzy Kernel Hyperball Perceptron,” Applied Soft Computing, vol.5, no.1, pp.67-74, Dec 2004.

Hongtao Lu, F.L. Chung, and Zhenya He, “Some sufficient conditions for global exponential stability of delayed Hopfield neural networks,” Neural Networks, vol.17, no.4, pp.537-544, 2004. 

Shitong Wang, K.F.L. Chung, H.B. Shen, and R.Q. Zhu, “Note on the Relationship Between Probabilistic and Fuzzy Clustering,” Soft Computing, vol.8, pp.523-526, 2004.

 

Selected Papers Published Before 2004

J.C. Duan and F.L. Chung, “Multilevel Fuzzy Relational Systems: Structure and Identification,” Journal of Soft Computing, Special Issue in Relations and Equations in Soft Computing, (invited paper), vol.6, no.2, pp.71-86, April 2002.

K.Y. Hung, R.W.P. Luk, D. Yeung, F.L. Chung, and W. Shu, “Determination of Context Window Size,” Computer Processing of Oriental Languages, vol.14, no.1, pp.71-80, 2001.

F.L. Chung and W.W.S. Ip, “Complex Character Decomposition Using Deformable Model,” IEEE Trans. on System, Man & Cybernetics, Part C: Applications and Reviews, vol.31, no.1, pp.126-132, Feb. 2001.

J.C. Duan and F.L. Chung, “Cascaded Fuzzy Neural Network Model Based on Syllogistic Fuzzy Reasoning,” IEEE Trans. on Fuzzy Systems, vol.9, no.2, pp.293-306, April 2001.

F.L. Chung and J.C. Duan, “On Multistage Fuzzy Neural Network Modeling”, IEEE Trans. on Fuzzy Systems, vol.8, no.2, pp.125-142, April 2000.

F.L. Chung and T. Lee, “Analytical Resolution and Numerical Identification of Fuzzy Relational Systems,” IEEE Trans. on System, Man & Cybernetics, Part B: Cybernetics, vol.28, no.6, pp.919-924, Dec. 1998.

F.L. Chung and T. Lee, "A New Look at Solving a System of Fuzzy Relational Equations," Fuzzy Sets and Systems, vol.88, no.3, pp.343-353, June 1997.

F.L. Chung and T. Lee, "On Fuzzy Associative Memory with Multiple-Rule Storage Capacity," IEEE Trans. on Fuzzy Systems, vol.4, no.3, pp.375-384, Aug.1996.

F.L. Chung and T. Lee, "Fuzzy Competitive Learning," Neural Networks, vol.7, no.3, pp.539-552, 1994.

F.L. Chung and T. Lee, "A Node Pruning Algorithm for Backpropagation Networks," Neural Systems, vol.3, no.3, pp.301-314, 1992.

 

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