QianSheng Cheng

According to our database1, QianSheng Cheng
  • authored at least 42 papers between 1997 and 2011.
  • has a "Dijkstra number"2 of four.

Timeline

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Bibliography

2011
An Asymmetric Adaptive Classification Method.
IJWMIP, 2011

2007
Nonlinear Discriminant Analysis on Embedded Manifold.
IEEE Trans. Circuits Syst. Video Techn., 2007

From penalized Maximum Likelihood to Cluster Analysis: a Unified Probabilistic Framework of Clustering.
IJPRAI, 2007

2006
Effective and Efficient Dimensionality Reduction for Large-Scale and Streaming Data Preprocessing.
IEEE Trans. Knowl. Data Eng., 2006

Particle filters for maneuvering target tracking problem.
Signal Processing, 2006

A scalable supervised algorithm for dimensionality reduction on streaming data.
Inf. Sci., 2006

Mining Adaptive Ratio Rules from Distributed Data Sources.
Data Min. Knowl. Discov., 2006

An Effective System for Optical Microscopy Cell Image Segmentation, Tracking and Cell Phase Identification.
Proceedings of the International Conference on Image Processing, 2006

On Subspace Distance.
Proceedings of the Image Analysis and Recognition, Third International Conference, 2006

2005
Hierarchical Taxonomy Preparation for Text Categorization Using Consistent Bipartite Spectral Graph Copartitioning.
IEEE Trans. Knowl. Data Eng., 2005

Learning multiview face subspaces and facial pose estimation using independent component analysis.
IEEE Trans. Image Processing, 2005

A novel fuzzy C-means algorithm and its application.
IJPRAI, 2005

Conjugate and natural gradient rules for BYY harmony learning on Gaussian mixture with automated model selection.
IJPRAI, 2005

An alternative switching criterion for independent component analysis (ICA).
Neurocomputing, 2005

An approach to VaR for capital markets with Gaussian mixture.
Applied Mathematics and Computation, 2005

OCFS: optimal orthogonal centroid feature selection for text categorization.
Proceedings of the SIGIR 2005: Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2005

Web image clustering by consistent utilization of visual features and surrounding texts.
Proceedings of the 13th ACM International Conference on Multimedia, 2005

Consistent bipartite graph co-partitioning for star-structured high-order heterogeneous data co-clustering.
Proceedings of the Eleventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2005

A Step by Step Optimization Approach to Independent Component Analysis.
Proceedings of the Advances in Neural Networks - ISNN 2005, Second International Symposium on Neural Networks, Chongqing, China, May 30, 2005

A Gradient BYY Harmony Learning Algorithm on Mixture of Experts for Curve Detection.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2005

Supervised semi-definite embedding for image manifolds.
Proceedings of the 2005 IEEE International Conference on Multimedia and Expo, 2005

An Incremental Subspace Learning Algorithm to Categorize Large Scale Text Data.
Proceedings of the Web Technologies Research and Development - APWeb 2005, 7th Asia-Pacific Web Conference, Shanghai, China, March 29, 2005

2004
Bayesian shape localization for face recognition using global and local textures.
IEEE Trans. Circuits Syst. Video Techn., 2004

Determine the number of components in a mixture model by the extended KS test.
Pattern Recognition Letters, 2004

Further Results on the Asymptotic Memory Capacity of the Generalized Hopfield Network.
Neural Processing Letters, 2004

A Linear Approximation Based Method for Noise-Robust and Illumination-Invariant Image Change Detection.
Proceedings of the Advances in Multimedia Information Processing - PCM 2004, 5th Pacific Rim Conference on Multimedia, Tokyo, Japan, November 30, 2004

IMMC: incremental maximum margin criterion.
Proceedings of the Tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2004

Two Further Gradient BYY Learning Rules for Gaussian Mixture with Automated Model Selection.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2004

Discriminant Analysis on Embedded Manifold.
Proceedings of the Computer Vision, 2004

2003
MRF parameter estimation by an accelerated method.
Pattern Recognition Letters, 2003

Face alignment using texture-constrained active shape models.
Image Vision Comput., 2003

Face alignment using view-based direct appearance models.
Int. J. Imaging Systems and Technology, 2003

Counterexamples to convergence theorem of maximum-entropy clustering algorithm.
Science in China Series F: Information Sciences, 2003

Ranking Prior Likelihood Distributions for Bayesian Shape Localization Framework.
Proceedings of the 9th IEEE International Conference on Computer Vision (ICCV 2003), 2003

2002
A DTW-based probability model for speaker feature analysis and data mining.
Pattern Recognition Letters, 2002

The stability problem for fuzzy bidirectional associative memories.
Fuzzy Sets and Systems, 2002

Multi-View Face Alignment Using Direct Appearance Models.
Proceedings of the 5th IEEE International Conference on Automatic Face and Gesture Recognition (FGR 2002), 2002

Multi-View Face Pose Estimation Based on Supervised ISA Learning.
Proceedings of the 5th IEEE International Conference on Automatic Face and Gesture Recognition (FGR 2002), 2002

2001
The upper bound of the optimal number of clusters in fuzzy clustering.
Science in China Series F: Information Sciences, 2001

Learning Spatially Localized, Parts-Based Representation.
Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001

Direct Appearance Models.
Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001

1997
Almost sure convergence analysis of mixed time averages and k th-order cyclic statistics.
IEEE Trans. Information Theory, 1997


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