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» Techniques for obtaining high performance in Java programs
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FLAIRS
2008
15 years 7 months ago
Using Genetic Programming to Increase Rule Quality
Rule extraction is a technique aimed at transforming highly accurate opaque models like neural networks into comprehensible models without losing accuracy. G-REX is a rule extract...
Rikard König, Ulf Johansson, Lars Niklasson
134
Voted
AAAI
1994
15 years 6 months ago
Recovering Software Specifications with Inductive Logic Programming
We consider using machine learning techniques to help understand a large software system. In particular, we describe how learning techniques can be used to reconstruct abstract Da...
William W. Cohen
PODC
2009
ACM
16 years 2 months ago
Memory models: a case for rethinking parallel languages and hardware
The era of parallel computing for the masses is here, but writing correct parallel programs remains far more difficult than writing sequential programs. Aside from a few domains,...
Sarita V. Adve
151
Voted
ICS
2005
Tsinghua U.
15 years 10 months ago
Lightweight reference affinity analysis
Previous studies have shown that array regrouping and structure splitting significantly improve data locality. The most effective technique relies on profiling every access to eve...
Xipeng Shen, Yaoqing Gao, Chen Ding, Roch Archamba...
CODES
2008
IEEE
15 years 6 months ago
Performance debugging of Esterel specifications
Synchronous languages like Esterel have been widely adopted for designing reactive systems in safety-critical domains such as avionics. Specifications written in Esterel are based...
Lei Ju, Bach Khoa Huynh, Abhik Roychoudhury, Samar...