Finding nearest neighbors in growth-restricted metrics
STOC '02 Proceedings of the thiry-fourth annual ACM symposium on Theory of computing
A Dynamic Probabilistic Model to Visualise Topic Evolution in Text Streams
Journal of Intelligent Information Systems
Pose-Independent Object Representation by 2-D Views
BMVC '00 Proceedings of the First IEEE International Workshop on Biologically Motivated Computer Vision
Think globally, fit locally: unsupervised learning of low dimensional manifolds
The Journal of Machine Learning Research
Self-organizing map learning nonlinearly embedded manifolds
Information Visualization
ICML '05 Proceedings of the 22nd international conference on Machine learning
Nonlinear manifold learning for dynamic shape and dynamic appearance
Computer Vision and Image Understanding
Short and long-range visual navigation using warped panoramic images
Robotics and Autonomous Systems
Manifold Construction by Local Neighborhood Preservation
Neural Information Processing
Sparsity preserving projections with applications to face recognition
Pattern Recognition
Feature selection for fast speech emotion recognition
MM '09 Proceedings of the 17th ACM international conference on Multimedia
Intrinsic dimensionality estimation and dimensionality reduction through scale space filtering
DSP'09 Proceedings of the 16th international conference on Digital Signal Processing
A cognitive system for autonomous robotic welding
IROS'09 Proceedings of the 2009 IEEE/RSJ international conference on Intelligent robots and systems
Graph-optimized locality preserving projections
Pattern Recognition
Generation of expression space for realtime facial expression control of 3D avatar
MIRAGE'07 Proceedings of the 3rd international conference on Computer vision/computer graphics collaboration techniques
3D CAD model matching from 2D local invariant features
Computers in Industry
Scale-independent quality criteria for dimensionality reduction
Pattern Recognition Letters
Learning an affine transformation for non-linear dimensionality reduction
ECML PKDD'10 Proceedings of the 2010 European conference on Machine learning and knowledge discovery in databases: Part II
Local smoothing for manifold learning
CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
Inferring 3D body pose from silhouettes using activity manifold learning
CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
Gait style and gait content: bilinear models for gait recognition using gait re-sampling
FGR' 04 Proceedings of the Sixth IEEE international conference on Automatic face and gesture recognition
Single and sparse view 3D reconstruction by learning shape priors
Computer Vision and Image Understanding
Manifold topological multi-resolution analysis method
Pattern Recognition
Homeomorphic manifold analysis: learning decomposable generative models for human motion analysis
WDV'05/WDV'06/ICCV'05/ECCV'06 Proceedings of the 2005/2006 international conference on Dynamical vision
Front end analysis of speech recognition: a review
International Journal of Speech Technology
Sequential manifold learning for efficient churn prediction
Expert Systems with Applications: An International Journal
Structure learning for belief rule base expert system: A comparative study
Knowledge-Based Systems
Unsupervised Feature Selection with Feature Clustering
WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
Modeling hidden topics with dual local consistency for image analysis
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part I
Shape classification by manifold learning in multiple observation spaces
Information Sciences: an International Journal
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