MICAI
2007
Springer
14 years 5 months ago
2007
Springer
In this paper, we discuss tree kernels that can be applied for the classification of XML documents based on their DOM trees. DOM trees are ordered trees, in which every node might...
MICAI
2007
Springer
14 years 5 months ago
2007
Springer
A successful interpretation of data goes through discovering crucial relationships between variables. Such a task can be accomplished by a Bayesian network. The dark side is that, ...
MICAI
2007
Springer
14 years 5 months ago
2007
Springer
The use of biologically inspired, feature extraction methods has improved the performance of artificial systems that try to emulate some aspect of human communication. Recent tech...
MICAI
2007
Springer
14 years 5 months ago
2007
Springer
Instance-based learning algorithms are widely used due to their capacity to approximate complex target functions; however, the performance of this kind of algorithms degrades signi...
MICAI
2007
Springer
14 years 5 months ago
2007
Springer
This paper presents a particle swarm optimizer for solving constrained optimization problems which adopts a very small population size (five particles). The proposed approach uses...
MICAI
2007
Springer
14 years 5 months ago
2007
Springer
Abstract. In this paper we utilize information theory to study the impact in learning performance of various motivation and environmental configurations. This study is done within...
MAUDE
2007
Springer
14 years 5 months ago
2007
Springer
MAUDE
2007
Springer
14 years 5 months ago
2007
Springer
LPAR
2007
Springer
14 years 5 months ago
2007
Springer
We investigate the possibility of developing a decidable logic which allows expressing a large variety of real world specifications. The idea is to define a decidable subset of m...
LPAR
2007
Springer
14 years 5 months ago
2007
Springer
