782 search results - page 61 / 157 » Similarity-Based Data reduction Techniques |
ICML
2000
IEEE
14 years 9 months ago
2000
IEEE
Cross-validation is an established technique for estimating the accuracy of a classifier and is normally performed either using a number of random test/train partitions of the dat...
NAACL
2004
13 years 10 months ago
2004
We present a technique for augmenting annotated training data with hierarchical word clusters that are automatically derived from a large unannotated corpus. Cluster membership is...
ATS
2005
IEEE
14 years 2 months ago
2005
IEEE
In the past, test data volume reduction techniques have concentrated heavily on scan test data content. However, functional vectors continue to be utilized because they target uni...
JMLR
2010
13 years 3 months ago
2010
The rapid advance of computer technologies in data processing, collection, and storage has provided unparalleled opportunities to expand capabilities in production, services, comm...
SIGSOFT
2006
ACM
14 years 2 months ago
2006
ACM
Interpolation based automatic abstraction is a powerful and robust technique for the automated analysis of hardware and software systems. Its use has however been limited to contr...