Using Data Mining Techniques to Solve the Web Classification Problem in Real Scenarios

First, we try to obtain very good accu- racy in the classification using a very small challenge dataset, second, we use different combination of data augmentation with the aim to

In the framework of supervised classification (discrimination) for functional data, it is shown that the optimal classification rule can be explicitly obtained for a class of

Secondly, effort was made to use the findings to create, with the collaborations of experts from different world regions, the first version of the International Classification

In this paper we present an enhancement on the use of cellular automata as a technique for the classification in data mining with higher or the same performance and more

Given a set of service de- scriptions, already classified under some classification taxonomy, and a new service description, we propose a heuristic for automated

From the results of the empirical study one observes that the predictions of the finite classification ensembles constructed agree with the asymptotic ones with a probability close

The taken approach focuses in the definition of a common component framework that allows the definition of components that can be reused in different systems, as well as in

A similar effect is found also for some of the cells with density exceeding the virial mean density (  ≈ 340 for the cosmological parameters assumed here), which are classified