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» A Framework for Pattern-Based Global Models
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CVPR
2007
IEEE
15 years 11 months ago
Integrating Global and Local Structures: A Least Squares Framework for Dimensionality Reduction
Linear Discriminant Analysis (LDA) is a popular statistical approach for dimensionality reduction. LDA captures the global geometric structure of the data by simultaneously maximi...
Jianhui Chen, Jieping Ye, Qi Li
INFOCOM
2010
IEEE
14 years 7 months ago
On Global Modeling of Backbone Network Traffic
We develop a probabilistic framework for global modeling of the traffic over a computer network. The model integrates existing single
Stilian Stoev, George Michailidis, Joel Vaughan
79
Voted
CIVR
2005
Springer
183views Image Analysis» more  CIVR 2005»
15 years 3 months ago
Automated Image Annotation Using Global Features and Robust Nonparametric Density Estimation
This paper describes a simple framework for automatically annotating images using non-parametric models of distributions of image features. We show that under this framework quite ...
Alexei Yavlinsky, Edward Schofield, Stefan M. R&uu...
72
Voted
CLUSTER
2007
IEEE
15 years 3 months ago
Non-collective parallel I/O for global address space programming models
— Achieving high performance for out-of-core applications typically involves explicit management of the movement of data between the disk and the physical memory. We are developi...
Sriram Krishnamoorthy, Juan Piernas, Vinod Tippara...
SIAMIS
2010
167views more  SIAMIS 2010»
14 years 4 months ago
Global Solutions of Variational Models with Convex Regularization
Abstract. We propose an algorithmic framework for computing global solutions of variational models with convex regularity terms that permit quite arbitrary data terms. While the mi...
Thomas Pock, Daniel Cremers, Horst Bischof, Antoni...