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ICIC
2005
Springer
15 years 7 months ago
Neighborhood Preserving Projections (NPP): A Novel Linear Dimension Reduction Method
Dimension reduction is a crucial step for pattern recognition and information retrieval tasks to overcome the curse of dimensionality. In this paper a novel unsupervised linear dim...
Yanwei Pang, Lei Zhang, Zhengkai Liu, Nenghai Yu, ...
101
Voted
JSCIC
2008
129views more  JSCIC 2008»
15 years 2 months ago
Level Set Equations on Surfaces via the Closest Point Method
Abstract Level set methods have been used in a great number of applications in R2 and R3 and it is natural to consider extending some of these methods to problems defined on surfac...
Colin B. Macdonald, Steven J. Ruuth
101
Voted
IPSN
2005
Springer
15 years 7 months ago
Networked infomechanical systems: a mobile embedded networked sensor platform
— Networked Infomechanical Systems (NIMS) introduces a new actuation capability for embedded networked sensing. By exploiting a constrained actuation method based on rapidly depl...
Richard Pon, Maxim A. Batalin, Jason Gordon, Aman ...
AAAI
2006
15 years 3 months ago
Approximate Compilation for Embedded Model-based Reasoning
The use of embedded technology has become widespread. Many complex engineered systems comprise embedded features to perform self-diagnosis or self-reconfiguration. These features ...
Barry O'Sullivan, Gregory M. Provan
PAMI
2012
13 years 4 months ago
Angular Embedding: A Robust Quadratic Criterion
Abstract—Given the size and confidence of pairwise local orderings, angular embedding (AE) finds a global ordering with a nearglobal optimal eigensolution. As a quadratic crite...
Stella Yu