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FGCS
2002
89views more  FGCS 2002»
15 years 6 months ago
The Legion support for advanced parameter-space studies on a grid
Parameter-space studies involve running a single application several times with different parameter sets. Since the jobs are mutually independent, many computing resources can be r...
Anand Natrajan, Marty A. Humphrey, Andrew S. Grims...
JMLR
2002
102views more  JMLR 2002»
15 years 6 months ago
Efficient Algorithms for Decision Tree Cross-validation
Cross-validation is a useful and generally applicable technique often employed in machine learning, including decision tree induction. An important disadvantage of straightforward...
Hendrik Blockeel, Jan Struyf
SIMULATION
1998
83views more  SIMULATION 1998»
15 years 6 months ago
Libraries of Reusable Models: Theory and Application
Setting up a simulation model is more than writing down state equations and running them on a computer. A lot of conceptual information about the physics and engineering aspects o...
Arno Breunese, Jan L. Top, Jan F. Broenink, J. M. ...

Publication
170views
15 years 5 months ago
Covariance Regularization for Supervised Learning in High Dimensions
This paper studies the effect of covariance regularization for classific ation of high-dimensional data. This is done by fitting a mixture of Gaussians with a regularized covaria...
Daniel L. Elliott, Charles W. Anderson, Michael Ki...
DMS
2010
123views Multimedia» more  DMS 2010»
15 years 5 months ago
SICSDA: an Adaptive Configurable Distributed Software Architecture Applied to Satellite Control Missions
This work was proposed as a Doctoral Thesis of Applied Computing Course at Brazilian National Institute for Space Research (INPE) and is a ongoing work. The main purpose of SICSDA ...
Adriana Cursino Thome, Maurício Gonç...