7 search results - page 1 / 2 » Substructrual surrogates for learning decomposable classific... |
GECCO
2007
Springer
13 years 10 months ago
2007
Springer
ICPR
2008
IEEE
14 years 5 months ago
2008
IEEE
We present a distributed machine learning framework based on support vector machines that allows classification problems to be solved iteratively through parallel update algorithm...
EC
2006
13 years 4 months ago
2006
Learning Classifier Systems (LCSs), such as the accuracy-based XCS, evolve distributed problem solutions represented by a population of rules. During evolution, features are speci...
CVPR
2009
IEEE
14 years 11 months ago
2009
IEEE
Graph-based methods form a main category of semisupervised
learning, offering flexibility and easy implementation
in many applications. However, the performance of
these methods...
IJAR
2010
13 years 1 months ago
2010
In this paper we present TANC, i.e., a tree-augmented naive credal classifier based on imprecise probabilities; it models prior near-ignorance via the Extreme Imprecise Dirichlet ...