IDEAL
2007
Springer
14 years 7 months ago
2007
Springer
This paper presents a tool for web usage mining. The aim is centered on providing a tool that facilitates the mining process rather than implement elaborated algorithms and techniq...
IDEAL
2007
Springer
14 years 7 months ago
2007
Springer
Abstract. The importance of modularity in product innovation is analyzed in this paper. Through simulations with an agent-based modular economic model, we examine the significance...
IDEAL
2007
Springer
14 years 7 months ago
2007
Springer
This work presents a research on the performance capabilities of an extension of the ViSOM (Visualization Induced SOM) algorithm by the use of the ensemble meta-algorithm and a lat...
IDEAL
2007
Springer
14 years 7 months ago
2007
Springer
Recently researchers have introduced methods to develop reusable knowledge in reinforcement learning (RL). In this paper, we define simple principles to combine skills in reinforce...
IDEAL
2007
Springer
14 years 7 months ago
2007
Springer
IDEAL
2007
Springer
14 years 7 months ago
2007
Springer
Clustering is used to generate groupings of data from a large dataset, with the intention of representing the behavior of a system as accurately as possible. In this sense, cluster...
IDEAL
2007
Springer
14 years 7 months ago
2007
Springer
There are lots of validation indexes and techniques to study clustering results. Biclustering algorithms have been applied in Systems Biology, principally in DNA Microarray analysi...
IDEAL
2007
Springer
14 years 7 months ago
2007
Springer
The dependence of the classification error on the size of a bagging ensemble can be modeled within the framework of Monte Carlo theory for ensemble learning. These error curves ar...
IDEAL
2007
Springer
14 years 7 months ago
2007
Springer
We apply learning vector quantization to the analysis of tiling microarray data. As an example we consider the classification of C. elegans genomic probes as intronic or exonic. T...
IDEAL
2007
Springer
14 years 7 months ago
2007
Springer
