4930 search results - page 385 / 986 » Learning minimal abstractions |
149
click to vote
IDEAL
2009
Springer
16 years 1 months ago
2009
Springer
Abstract. In this paper, we present a more effective approach to clustering with eXtended Classifier System (XCS) which is divided into two phases. The first phase is the XCS le...
178
click to vote
IJCNN
2008
IEEE
16 years 1 months ago
2008
IEEE
Abstract— Meta-learning helps us find solutions to computational intelligence (CI) challenges in automated way. Metalearning algorithm presented in this paper is universal and m...
164
click to vote
COLT
2007
Springer
16 years 1 months ago
2007
Springer
Abstract. We establish a generic theoretical tool to construct probabilistic bounds for algorithms where the output is a subset of objects from an initial pool of candidates (or mo...
164
click to vote
ECML
2007
Springer
16 years 1 months ago
2007
Springer
Abstract. We introduce a nonparametric model for sensitivity estimation which relies on generating points similar to the prediction point using its k nearest neighbors. Unlike most...
189
click to vote
ECTEL
2007
Springer
16 years 1 months ago
2007
Springer
—This paper presents a semiautomatic framework that aims to produce domain concept maps from text and then to derive domain ontologies from these concept maps. This methodology p...