1532 search results - page 245 / 307 » A statistical approach to rule learning |
128
Voted
KDD
2004
ACM
16 years 1 months ago
2004
ACM
Many automated learning procedures lack interpretability, operating effectively as a black box: providing a prediction tool but no explanation of the underlying dynamics that driv...
115
Voted
SIGMOD
2004
ACM
16 years 28 days ago
2004
ACM
The rich dependency structure found in the columns of real-world relational databases can be exploited to great advantage, but can also cause query optimizers--which usually assum...
105
Voted
KDD
2004
ACM
16 years 1 months ago
2004
ACM
There has historically been very little concern with extrapolation in Machine Learning, yet extrapolation can be critical to diagnose. Predictor functions are almost always learne...
111
click to vote
BMCBI
2004
15 years 19 days ago
2004
Background: Kernel-based learning algorithms are among the most advanced machine learning methods and have been successfully applied to a variety of sequence classification tasks ...
90
Voted
EKAW
2008
Springer
15 years 2 months ago
2008
Springer
In this paper we investigate unsupervised population of a biomedical ontology via information extraction from biomedical literature. Relationships in text seldom connect simple ent...