26 search results - page 1 / 6 » Aggregation-based feature invention and relational concept c... |
KDD
2003
ACM
14 years 5 months ago
2003
ACM
KDD
2004
ACM
14 years 5 months ago
2004
ACM
We use clustering to derive new relations which augment database schema used in automatic generation of predictive features in statistical relational learning. Clustering improves...
WCRE
2003
IEEE
13 years 10 months ago
2003
IEEE
This paper promotes the use of a mathematical concept lattice based upon the binary relation of accesses between methods and fields as a novel visualization of individual JAVA cl...
AMAI
2007
Springer
13 years 5 months ago
2007
Springer
Relational datasets, i.e., datasets in which individuals are described both by their own features and by their relations to other individuals, arise from various sources such as d...
ECCC
2006
13 years 4 months ago
2006
Detecting the relevant attributes of an unknown target concept is an important and well studied problem in algorithmic learning. Simple greedy strategies have been proposed that s...