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IWPC
1997
IEEE
15 years 6 months ago
A Case Study of Domain-based Program Understanding
Program understanding relates a computer program to the goals and requirements it is designed to accomplish. Understanding techniques that rely only on source code analysis are li...
Richard Clayton, Spencer Rugaber, Lyman Taylor, Li...
123
Voted
EUROGP
2005
Springer
15 years 8 months ago
Understanding Evolved Genetic Programs for a Real World Object Detection Problem
We describe an approach to understanding evolved programs for a real world object detection problem, that of finding orthodontic landmarks in cranio-facial X-Rays. The approach in...
Victor Ciesielski, Andrew Innes, Sabu John, John M...
127
Voted
CGO
2009
IEEE
15 years 9 months ago
Automatic Feature Generation for Machine Learning Based Optimizing Compilation
Recent work has shown that machine learning can automate and in some cases outperform hand crafted compiler optimizations. Central to such an approach is that machine learning tec...
Hugh Leather, Edwin V. Bonilla, Michael O'Boyle
INFORMATICALT
2000
82views more  INFORMATICALT 2000»
15 years 2 months ago
Some Grammatical Structures of Programming Languages as Simple Bracketed Languages
Abstract. We consider in this paper so called simple bracketed languages having special limitations. They are sometimes used for the definitions of some grammatical structures of p...
Boris Melnikov, Elena Kashlakova
ALT
2006
Springer
15 years 11 months ago
General Discounting Versus Average Reward
Consider an agent interacting with an environment in cycles. In every interaction cycle the agent is rewarded for its performance. We compare the average reward U from cycle 1 to ...
Marcus Hutter