(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 ...
D_BCMO-Mapper is a metaheuristic framework for automatic hyperparameter optimization in Topological Data Analysis (TDA). It combines the D-Mapper algorithm (distribution-guided Mapper) with BCMO ...
Although Mapper has successfully revealed brain dynamics at rest and task-evoked states, the algorithm’s parameter choices and their impact on the final resulting shape graphs are rarely scanned ...
This repository implements optimization of a Mapper Algorithm with implicit intervals described in Tao, Yuyang, and Shufei Ge. "A Mapper Algorithm with implicit intervals and its optimization". The ...
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 ...
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 ...
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