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147
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JMLR
2010
116views more  JMLR 2010»
14 years 9 months ago
Feature Selection, Association Rules Network and Theory Building
As the size and dimensionality of data sets increase, the task of feature selection has become increasingly important. In this paper we demonstrate how association rules can be us...
Sanjay Chawla
CVPR
2010
IEEE
15 years 10 months ago
Parametric Dimensionality Reduction by Unsupervised Regression
We introduce a parametric version (pDRUR) of the recently proposed Dimensionality Reduction by Unsupervised Regression algorithm. pDRUR alternately minimizes reconstruction error ...
Miguel Carreira-perpinan, Zhengdong Lu
140
Voted
LCPC
2007
Springer
15 years 8 months ago
Associative Parallel Containers in STAPL
The Standard Template Adaptive Parallel Library (stapl) is a parallel programming framework that extends C++ and stl with support for parallelism. stapl provides a collection of pa...
Gabriel Tanase, Chidambareswaran Raman, Mauro Bian...
143
Voted
MOBISYS
2010
ACM
15 years 5 months ago
ParkNet: drive-by sensing of road-side parking statistics
Urban street-parking availability statistics are challenging to obtain in real-time but would greatly benefit society by reducing traffic congestion. In this paper we present the ...
Suhas Mathur, Tong Jin, Nikhil Kasturirangan, Jana...
133
Voted
AROBOTS
1998
130views more  AROBOTS 1998»
15 years 2 months ago
Rough Terrain Autonomous Mobility-Part 2: An Active Vision, Predictive Control Approach
Off-road autonomous navigation is one of the most difficult automation challenges from the point of view of constraints on mobility, speed of motion, lack of environmental structur...
Alonzo Kelly, Anthony Stentz