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ICML
1997
IEEE
14 years 8 months ago
Predicting Multiprocessor Memory Access Patterns with Learning Models
Machine learning techniques are applicable to computer system optimization. We show that shared memory multiprocessors can successfully utilize machine learning algorithms for mem...
M. F. Sakr, Steven P. Levitan, Donald M. Chiarulli...
CDC
2008
IEEE
101views Control Systems» more  CDC 2008»
13 years 10 months ago
Variance analysis for identification of cascade systems
The objective of this contribution is to analyze statistical properties of estimated models of cascade systems. Models of such systems are important in for example cascade control ...
Bo Wahlberg, Håkan Hjalmarsson, Jonas M&arin...
NN
2008
Springer
169views Neural Networks» more  NN 2008»
13 years 7 months ago
Modeling a flexible representation machinery of human concept learning
dely acknowledged that categorically organized abstract knowledge plays a significant role in high-order human cognition. Yet, there are many unknown issues about the nature of ho...
Toshihiko Matsuka, Yasuaki Sakamoto, Arieta Chouch...
PAMI
2008
140views more  PAMI 2008»
13 years 7 months ago
Simplifying Mixture Models Using the Unscented Transform
Mixture of Gaussians (MoG) model is a useful tool in statistical learning. In many learning processes that are based on mixture models, computational requirements are very demandin...
Jacob Goldberger, Hayit Greenspan, Jeremie Dreyfus...
CDC
2008
IEEE
119views Control Systems» more  CDC 2008»
14 years 2 months ago
Dissipativity properties of detailed models of synchronous generators
— This paper studies the dissipativity properties of full order dynamic models of synchronous generators. It is shown that, under widely accepted assumptions, these models satisf...
Alvaro Giusto, Alex M. Stankovic, Romeo Ortega