33 search results - page 3 / 7 » Using machine learning for non-intrusive modeling and predic... |
ISSRE
2007
IEEE
13 years 8 months ago
2007
IEEE
Using a specific machine learning technique, this paper proposes a way to identify suspicious statements during debugging. The technique is based on principles similar to Tarantul...
VRML
2000
ACM
13 years 10 months ago
2000
ACM
Modeling is used to build structures that serve as surrogates for other objects. As children, we learn to model at a very young age. An object such as a small toy train teaches us...
PPOPP
2009
ACM
14 years 6 months ago
2009
ACM
The efficient mapping of program parallelism to multi-core processors is highly dependent on the underlying architecture. This paper proposes a portable and automatic compiler-bas...
MLDM
2009
Springer
14 years 27 days ago
2009
Springer
Abstract. Regression models are often required for controlling production processes by predicting parameter values. However, the implicit assumption of standard regression techniqu...
CF
2007
ACM
13 years 10 months ago
2007
ACM
Performance tuning is an important and time consuming task which may have to be repeated for each new application and platform. Although iterative optimisation can automate this p...