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QianSheng Cheng

Papers on DiSC'06


Hierarchical taxonomy preparation for text categorization using consistent bipartite spectral graph copartitioning

Publications


Note: Links lead to the DBLP on the Web.

QianSheng Cheng

Jun Yan , Ning Liu , Qiang Yang , Benyu Zhang , QianSheng Cheng, Zheng Chen : Mining Adaptive Ratio Rules from Distributed Data Sources. Data Min. Knowl. Discov. 12 (2-3): 249-273 (2006)

Jun Yan , Benyu Zhang , Ning Liu , Shuicheng Yan , QianSheng Cheng, Weiguo Fan , Qiang Yang , Wensi Xi , Zheng Chen : Effective and Efficient Dimensionality Reduction for Large-Scale and Streaming Data Preprocessing. IEEE Trans. Knowl. Data Eng. 18 (2): 320-333 (2006)

Bin Gao , Tie-Yan Liu , Tao Qin , Xin Zheng , QianSheng Cheng, Wei-Ying Ma : Web image clustering by consistent utilization of visual features and surrounding texts. ACM Multimedia 2005 : 112-121

Jun Yan , QianSheng Cheng, Qiang Yang , Benyu Zhang : An Incremental Subspace Learning Algorithm to Categorize Large Scale Text Data. APWeb 2005 : 52-63

Zhiwu Lu , QianSheng Cheng, Jinwen Ma : A Gradient BYY Harmony Learning Algorithm on Mixture of Experts for Curve Detection. IDEAL 2005 : 250-257

Dengpan Gao , Jinwen Ma , QianSheng Cheng: A Step by Step Optimization Approach to Independent Component Analysis. ISNN (1) 2005 : 955-960

Bin Gao , Tie-Yan Liu , Xin Zheng , QianSheng Cheng, Wei-Ying Ma : Consistent bipartite graph co-partitioning for star-structured high-order heterogeneous data co-clustering. KDD 2005 : 41-50

Jun Yan , Ning Liu , Benyu Zhang , Shuicheng Yan , Zheng Chen , QianSheng Cheng, Weiguo Fan , Wei-Ying Ma : OCFS: optimal orthogonal centroid feature selection for text categorization. SIGIR 2005 : 122-129

Bin Gao , Tie-Yan Liu , Guang Feng , Tao Qin , QianSheng Cheng, Wei-Ying Ma : Hierarchical Taxonomy Preparation for Text Categorization Using Consistent Bipartite Spectral Graph Copartitioning. IEEE Trans. Knowl. Data Eng. 17 (9): 1263-1273 (2005)

Stan Z. Li , Xiaoguang Lu , XinWen Hou , Xianhua Peng , QianSheng Cheng: Learning multiview face subspaces and facial pose estimation using independent component analysis. IEEE Transactions on Image Processing 14 (6): 705-712 (2005)

Jinwen Ma , Bin Gao , Yang Wang , QianSheng Cheng: Conjugate and natural gradient rules for BYY harmony learning on Gaussian mixture with automated model selection. IJPRAI 19 (5): 701-713 (2005)

Kehong Yuan , Lianwen Wu , QianSheng Cheng, Shanglian Bao , Chao Chen , Hongjie Zhang : A novel fuzzy C-means algorithm and its application. IJPRAI 19 (8): 1059-1066 (2005)

Dengpan Gao , Jinwen Ma , QianSheng Cheng: An alternative switching criterion for independent component analysis (ICA). Neurocomputing 68 : 267-272 (2005)

Shuicheng Yan , HongJiang Zhang , Yuxiao Hu , Benyu Zhang , QianSheng Cheng: Discriminant Analysis on Embedded Manifold. ECCV (1) 2004 : 121-132

Jinwen Ma , Bin Gao , Yang Wang , QianSheng Cheng: Two Further Gradient BYY Learning Rules for Gaussian Mixture with Automated Model Selection. IDEAL 2004 : 690-695

Jun Yan , Benyu Zhang , Shuicheng Yan , Qiang Yang , Hua Li , Zheng Chen , Wensi Xi , Weiguo Fan , Wei-Ying Ma , QianSheng Cheng: IMMC: incremental maximum margin criterion. KDD 2004 : 725-730

Bin Gao , Tie-Yan Liu , QianSheng Cheng, Wei-Ying Ma : A Linear Approximation Based Method for Noise-Robust and Illumination-Invariant Image Change Detection. PCM (3) 2004 : 95-102

Shuicheng Yan , Xiaofei He , Yuxiao Hu , HongJiang Zhang , Mingjing Li , QianSheng Cheng: Bayesian shape localization for face recognition using global and local textures. IEEE Trans. Circuits Syst. Video Techn. 14 (1): 102-113 (2004)

Jianwei Wu , Jinwen Ma , QianSheng Cheng: Further Results on the Asymptotic Memory Capacity of the Generalized Hopfield Network. Neural Processing Letters 20 (1): 23-38 (2004)

Ming-Heng Zhang , QianSheng Cheng: Determine the number of components in a mixture model by the extended KS test. Pattern Recognition Letters 25 (2): 211-216 (2004)

Shuicheng Yan , Mingjing Li , HongJiang Zhang , QianSheng Cheng: Ranking Prior Likelihood Distributions for Bayesian Shape Localization Framework. ICCV 2003 : 51-58

Shuicheng Yan , Ce Liu , Stan Z. Li , HongJiang Zhang , Heung-Yeung Shum , QianSheng Cheng: Face alignment using texture-constrained active shape models. Image Vision Comput. 21 (1): 69-75 (2003)

Yihua Yu , QianSheng Cheng: MRF parameter estimation by an accelerated method. Pattern Recognition Letters 24 (9-10): 1251-1259 (2003)

Stan Z. Li , HongJiang Zhang , XianHuan Peng , XinWen Hou , QianSheng Cheng: Multi-View Face Pose Estimation Based on Supervised ISA Learning. FGR 2002 : 107-112

Stan Z. Li , HongJiang Zhang , Shuicheng Yan , QianSheng Cheng: Multi-View Face Alignment Using Direct Appearance Models. FGR 2002 : 324-329

QianSheng Cheng, Zhou-Tian Fan : The stability problem for fuzzy bidirectional associative memories. Fuzzy Sets and Systems 132 (1): 83-90 (2002)

Jingwei Liu , QianSheng Cheng, Zhongguo Zheng , Minping Qian : A DTW-based probability model for speaker feature analysis and data mining. Pattern Recognition Letters 23 (11): 1271-1276 (2002)

Stan Z. Li , XinWen Hou , HongJiang Zhang , QianSheng Cheng: Learning Spatially Localized, Parts-Based Representation. CVPR (1) 2001 : 207-212

XinWen Hou , Stan Z. Li , HongJiang Zhang , QianSheng Cheng: Direct Appearance Models. CVPR (1) 2001 : 828-833

Hongwei Li , QianSheng Cheng: Almost sure convergence analysis of mixed time averages and k th-order cyclic statistics. IEEE Transactions on Information Theory 43 (4): 1265-1268 (1997)

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