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ILP
2007
Springer
14 years 4 months ago
Relational Macros for Transfer in Reinforcement Learning
We describe an application of inductive logic programming to transfer learning. Transfer learning is the use of knowledge learned in a source task to improve learning in a related ...
Lisa Torrey, Jude W. Shavlik, Trevor Walker, Richa...
ISBRA
2007
Springer
14 years 4 months ago
Noise-Based Feature Perturbation as a Selection Method for Microarray Data
Abstract. DNA microarrays can monitor the expression levels of thousands of genes simultaneously, providing the opportunity for the identification of genes that are differentiall...
Li Chen, Dmitry B. Goldgof, Lawrence O. Hall, Stev...
MIDDLEWARE
2007
Springer
14 years 4 months ago
Using checkpointing to recover from poor multi-site parallel job scheduling decisions
Recent research in multi-site parallel job scheduling leverages user-provided estimates of job communication characteristics to effectively partition the job across multiple clus...
William M. Jones
ROBOCUP
2007
Springer
162views Robotics» more  ROBOCUP 2007»
14 years 4 months ago
Adaptive Recognition of Color-Coded Objects in Indoor and Outdoor Environments
Abstract. To achieve robust color perception under varying light conditions in indoor and outdoor environments, we propose a three-step method consisting of adaptive camera paramet...
Yasutake Takahashi, Walter Nowak, Thomas Wisspeint...
SAS
2007
Springer
106views Formal Methods» more  SAS 2007»
14 years 4 months ago
Guided Static Analysis
In static analysis, the semantics of the program is expressed as a set ions. The equations are solved iteratively over some abstract domain. If ract domain is distributive and sati...
Denis Gopan, Thomas W. Reps