801 search results - page 51 / 161 » The Inefficiency of Batch Training for Large Training Sets |
JMLR
2002
13 years 8 months ago
2002
We examine the learning-curve sampling method, an approach for applying machinelearning algorithms to large data sets. The approach is based on the observation that the computatio...
IFSA
2003
Springer
14 years 2 months ago
2003
Springer
In fuzzy modeling (FM), the quantity and quality of the training set is crucial to properly grasp the behavior of the system being modeled. However, the available data are often n...
CVPR
2012
IEEE
11 years 11 months ago
2012
IEEE
In this paper, we propose a method to select a discriminative set of image processing operations for Linear Discriminant Analysis (LDA) as an application of the use of generating ...
VLDB
2007
ACM
14 years 9 months ago
2007
ACM
Whenever an intrusion occurs, the security and value of a computer system is compromised. Network-based attacks make it difficult for legitimate users to access various network ser...
ICASSP
2010
IEEE
13 years 6 months ago
2010
IEEE
Across language portability of a spoken language understanding system (SLU) deals with the possibility of reusing with moderate effort in a new language knowledge and data acquire...