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108
Voted
ICML
2006
IEEE
16 years 4 months ago
Nightmare at test time: robust learning by feature deletion
When constructing a classifier from labeled data, it is important not to assign too much weight to any single input feature, in order to increase the robustness of the classifier....
Amir Globerson, Sam T. Roweis
112
Voted
ICDE
2008
IEEE
129views Database» more  ICDE 2008»
15 years 10 months ago
Testing mobile agent platforms over the air
— Mobile agents are considered a suitable technology to develop applications for wireless environments with limited communication capabilities. Thus, they offer interesting advan...
Oscar Urra, Sergio Ilarri, Eduardo Mena
DSN
2007
IEEE
15 years 10 months ago
Robustness Testing of the Windows DDK
Modern computers interact with many kinds of external devices, which have lead to a state where device drivers (DD) account for a substantial part of the operating system (OS) cod...
Manuel Mendonça, Nuno Neves
UM
2007
Springer
15 years 9 months ago
Evaluating a Simulated Student Using Real Students Data for Training and Testing
: SimStudent is a machine-learning agent that learns cognitive skills by demonstration. It was originally developed as a building block of the Cognitive Tutor Authoring Tools (CTAT...
Noboru Matsuda, William W. Cohen, Jonathan Sewall,...
133
Voted
BPM
2005
Springer
113views Business» more  BPM 2005»
15 years 9 months ago
Conformance Testing: Measuring the Fit and Appropriateness of Event Logs and Process Models
Most information systems log events (e.g., transaction logs, audit trails) to audit and monitor the processes they support. At the same time, many of these processes have been expl...
Anne Rozinat, Wil M. P. van der Aalst