860 search results - page 117 / 172 » Lower Bounds on the Size of Test Data Sets |
JMLR
2010
13 years 2 months ago
2010
As the size and dimensionality of data sets increase, the task of feature selection has become increasingly important. In this paper we demonstrate how association rules can be us...
SIGMOD
2010
ACM
14 years 22 days ago
2010
ACM
Similarity search methods are widely used as kernels in various data mining and machine learning applications including those in computational biology, web search/clustering. Near...
CEC
2010
IEEE
13 years 9 months ago
2010
IEEE
This paper presents a novel hybrid method combining genetic programming and decision tree learning. The method starts by estimating a benchmark level of reasonable accuracy, based ...
PAKDD
2010
ACM
14 years 21 days ago
2010
ACM
During social interactions in a community, there are often sub-communities that behave in opposite manner. These antagonistic sub-communities could represent groups of people with ...
ACSAC
2010
IEEE
12 years 11 months ago
2010
IEEE
We present a quantitative lower bound on the number of vulnerable embedded device on a global scale. Over the past year, we have systematically scanned large portions of the inter...