(b) The first step of the Mapper algorithm is selecting a distance metric and optionally computing pairwise distances between all data points. One chooses between a magnitude metric such as Euclidean ...

In the published article, there was an error. We made a mistake in describe variables in the predictive model. A correction has been made to the Discussion, Paragraph ...

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Straumit, Ilya; Tkachenko, Andrew; Gebruers, Sarah; Audenaert, Jeroen; Xiang, Maosheng; Zari, Eleonora; Aerts, Conny; Johnson, Jennifer A.; Kollmeier, Juna A.; Rix ...

Abstract: A Kernel Spectral Angle Mapper (KSAM) algorithm is proposed to deal better with the nonlinear classification problem of the remote sensing image. The so-called KSAM algorithm is achieved by ...