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Perception-based evaluation of projection methods for multidimensional data visualization
(IEEELos Alamitos, 2015-01)
Similarity-based layouts generated by multidimensional projections or other dimension reduction techniques are commonly used to visualize high-dimensional data. Many projection techniques have been recently proposed ...
A spectral envelope approach towards effective SVM-RFE on infrared data
(Elsevier Science, 2016-02)
Infrared spectroscopy data is characterized by the presence of a huge number of variables. Applications of infrared spectroscopy in the mid-infrared (MIR) and near-infrared (NIR) bands are of widespread use in many fields. ...
Influence of Temperature, Basiscity and Particle Size on MnO Reduction
(JAPAN INST METALS, 2011)
The aim of this work is to study MnO reduction by solid carbon. The influence of size of carbon particles, slag basicity, and bath temperature on MnO reduction was investigated. Fine Manganese ore particles were used as a ...
Prototype Selection Methods
(Revista Computación y Sistemas; Vol. 13 No.4, 2010-04-16)
Abstract. In pattern recognition, supervised classifiers assign a class to unseen objects or prototypes. For classifying new prototypes a training set is used which provides information to the classifiers during the training ...