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IJCNN
2006
IEEE
15 years 9 months ago
Greedy forward selection algorithms to Sparse Gaussian Process Regression
Abstract— This paper considers the basis vector selection issue invloved in forward selection algorithms to sparse Gaussian Process Regression (GPR). Firstly, we re-examine a pre...
Ping Sun, Xin Yao
131
Voted
JUCS
2008
130views more  JUCS 2008»
15 years 3 months ago
Feature Selection for the Classification of Large Document Collections
: Feature selection methods are often applied in the context of document classification. They are particularly important for processing large data sets that may contain millions of...
Janez Brank, Dunja Mladenic, Marko Grobelnik, Nata...
VEE
2012
ACM
238views Virtualization» more  VEE 2012»
13 years 11 months ago
Swift: a register-based JIT compiler for embedded JVMs
Code quality and compilation speed are two challenges to JIT compilers, while selective compilation is commonly used to tradeoff these two issues. Meanwhile, with more and more Ja...
Yuan Zhang, Min Yang, Bo Zhou, Zhemin Yang, Weihua...
140
Voted
VISUALIZATION
2005
IEEE
15 years 9 months ago
Distributed Data Management for Large Volume Visualization
We propose a distributed data management scheme for large data visualization that emphasizes efficient data sharing and access. To minimize data access time and support users wit...
Jinzhu Gao, Jian Huang, C. Ryan Johnson, Scott Atc...
124
Voted
WSC
2001
15 years 4 months ago
Choosing among seven bases
In this paper, the selection of a BASE Case was every bit as important as the simulation itself. The production team had been familiar with simulations and had used their results ...
Stuart Gittlitz