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» Modeling Problem Transformations based on Data Complexity
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EMSOFT
2001
Springer
15 years 11 months ago
Rate-Based Resource Allocation Models for Embedded Systems
: Run-time executives and operating system kernels for embedded systems have long relied exclusively on static priority scheduling of tasks to ensure timing constraints and other c...
Kevin Jeffay, Steve Goddard
ECML
2006
Springer
15 years 11 months ago
Scaling Model-Based Average-Reward Reinforcement Learning for Product Delivery
Reinforcement learning in real-world domains suffers from three curses of dimensionality: explosions in state and action spaces, and high stochasticity. We present approaches that ...
Scott Proper, Prasad Tadepalli
DATE
2008
IEEE
111views Hardware» more  DATE 2008»
16 years 1 months ago
A Formal Approach To The Protocol Converter Problem
In the absence of a single module interface standard, integration of pre-designed modules in System-on-Chip design often requires the use of protocol converters. Existing approach...
Karin Avnit, Vijay D'Silva, Arcot Sowmya, S. Rames...
ISPD
1999
ACM
79views Hardware» more  ISPD 1999»
15 years 11 months ago
Partitioning with terminals: a "new" problem and new benchmarks
The presence of fixed terminals in hypergraph partitioning instances arising in top-down standard-cell placement makes such instances qualitatively different from the free hyperg...
Charles J. Alpert, Andrew E. Caldwell, Andrew B. K...
BMCBI
2007
194views more  BMCBI 2007»
15 years 7 months ago
Kernel-imbedded Gaussian processes for disease classification using microarray gene expression data
Background: Designing appropriate machine learning methods for identifying genes that have a significant discriminating power for disease outcomes has become more and more importa...
Xin Zhao, Leo Wang-Kit Cheung