211 search results - page 2 / 43 » Mining Performance Data from Sampled Event Traces |
JIIS
2000
13 years 4 months ago
2000
Knowledge discovery from data sets can be extensively automated by using data mining software tools. Techniques for mining series of interval events, however, have not been conside...
SIGSOFT
2005
ACM
14 years 5 months ago
2005
ACM
Performance profiling consists of monitoring a software system during execution and then analyzing the obtained data. There are two ways to collect profiling data: event tracing t...
SDM
2009
SIAM
14 years 2 months ago
2009
SIAM
Process Mining refers to the extraction of process models from event logs. Real-life processes tend to be less structured and more flexible. Traditional process mining algorithms...
BPM
2008
Springer
13 years 6 months ago
2008
Springer
Process mining has proven to be a valuable tool for analyzing operational process executions based on event logs. Existing techniques perform well on structured processes, but stil...
PAKDD
2009
ACM
13 years 11 months ago
2009
ACM
When training classifiers, presence of noise can severely harm their performance. In this paper, we focus on “non-class” attribute noise and we consider how a frequent fault-t...