ICNC-FSKD 2012 Special Issue on “Computers & Mathematics in Natural Computation and Data Mining”

Special Issue on Environmental Data Mining

Data Mining is the discipline for non trivial identifying of valid, novel, potentially useful, ultimately understandable patterns in data [3] and provides the opportunity to extract relevant decisional knowledge from data bases in any application field. In particular it can contribute to a better understanding of Environmental Sciences. Environmental Sciences is a wide research field with a num...

Special Issue on Advances in Data Mining and Robust Statistics

The main aim of data mining is to extract knowledge from, usually very large, datasets. Data mining techniques are often applied to gain initial insights about the data and complement statistical models. This special issue focuses on the interface between data mining and statistical modelling, with special emphasis on robust statistics. Very large datasets, especially those that are machine gen...

Special Issue on Computational Intelligence in Data mining

In our society the amount of data doubles almost every year. Hence, there is an urgent need for a new generation of computationally intelligent techniques and tools to assist humans in extracting useful information (knowledge) from the rapidly growing volume of data. When we attempt to solve real-world problems, like extracting knowledge from large amount of data, we realize that they are typic...

Special Issue on Computational Intelligence in Data mining

When we attempt to solve real-world problems, like extracting knowledge from large amount of data, we realize that they are typically ill-defined systems, difficult to model and with large-scale solution spaces. In these cases, precise models are impractical, too expensive, or non-existent. Furthermore, the relevant available information is usually in the form of empirical prior knowledge and i...

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