Attempting to obtain a classifier or a model from datasets could be a cumbersome task, specifically when using datasets of high dimensionality. The larger the amount of features the higher the complexity of the problem and the longer the time that is expended in generating the outcome (the classifier or the model). Feature selection has been proved as a good technique for choosing features that best describe the system under certain criteria or measure. There are several different approaches for feature selection, but to our knowledge, there are not many different approaches when feature selection is involved with imprecise data and genetic fuzzy systems. In this paper, a feature selection method based on the fuzzy mutual information is proposed. The outlined method is valid for classifying problems when expertise partitioning is given, and it represents the base of future work including the use of imprecise data.
- Inderscience Publishers
- A feature selection method using a fuzzy mutual information ...
Using FTIR spectroscopy to measure hydrocarbon pollution in water
According to the World Health Organization (WHO) and UNICEF’s 2015 Progress on Sanitation and Drinking Water report almost 700 million people around the world don’t have access to clean drinking water . Poor water quality is beginning to return to the developed world too. The strain of population growth, intensified agricultural practices and continued industrial expansion have are all contributing to rising contamination levels in water supplies. Chlorinated Aromatic Hydrocarbons (CHCs) Pollute...
New from Lufft: The laser-based snow depth sensor SHM31
In future, one of our new products will support weather services, road operators, operators of winter sport areas and energy producers in the field of environmental monitoring: The SHM31 is able to deliver snow depths of up to 15 meters. It represents an advancement of the SHM30, which came onto the market in mid-2009.New snow height sensor SHM31 compared to its predecessor SHM30In contrast to the SHM30, which has one interface only, the new SHM31 snow depth sensor is equipped with the three communication interface...
Why choose Sialex over traditional salt based Ion Exchanger
We are regularly asked to compare our product with that of competitors. The market place for "Scale and Corrosion" control devices is large and there ae many different offerings. Customers select products based upon many parameters. Some parameters are emotional others purely objective. Most products for sale have positives to offer. Sometimes the message presented to the potential customer can be ambiguous and in some cases simply misleading. We do not claim to have the best solution for everyone. We do,...
Comparing RGB-based vegetation indices with NDVI for agricultural drone imagery
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Flood modeling and mitigation measures in an Urban Environment –Victoria, Australia - Case Study
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