179 search results - page 22 / 36 » Phase Transitions in Relational Learning |
ICANN
2009
Springer
13 years 11 months ago
2009
Springer
Abstract. We investigate the computational capabilities of probabilistic cellular automata by means of the density classification problem. We find that a specific probabilistic ...
CP
2006
Springer
13 years 10 months ago
2006
Springer
Abstract. In this paper, we investigate how an IA network can be effectively encoded into the SAT domain. We propose two basic approaches to modelling an IA network as a CSP: one r...
LACL
2001
Springer
13 years 11 months ago
2001
Springer
In categorial systems with a fixed structural component, the learning problem comes down to finding the solution for a set of typeassignment equations. A hard-wired structural co...
PKDD
2009
Springer
14 years 1 months ago
2009
Springer
Abstract. We present a method for applying machine learning algorithms to the automatic classification of astronomy star surveys using time series of star brightness. Currently su...
ICDM
2006
IEEE
14 years 23 days ago
2006
IEEE
In spite of the initialization problem, the ExpectationMaximization (EM) algorithm is widely used for estimating the parameters in several data mining related tasks. Most popular ...