26 search results - page 1 / 6 » Aggregation-based feature invention and relational concept c... |
67
Voted
KDD
2003
ACM
16 years 1 months ago
2003
ACM
109
Voted
KDD
2004
ACM
16 years 1 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...
95
Voted
WCRE
2003
IEEE
15 years 6 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...
150
Voted
AMAI
2007
Springer
15 years 1 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...
114
Voted
ECCC
2006
15 years 1 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...