The Performance of UMAP plus Linkage Compared with Daura-Clustering of Molecular Dynamics of the PD-1 Checkpoint Receptor

Author:

Schreiner Wolfgang1,Karch Rudolf1,Cibena Michael1,Tomasiak Lisa1,Kenn Michael1,Pfeiler Georg2

Affiliation:

1. Medical University of Vienna,Center for Medical Statistics, Informatics and Intelligent Systems,Vienna,Austria

2. Medical University of Vienna,Department of Obstetrics and Gynecology,Vienna,Austria

Publisher

IEEE

Reference24 articles.

1. Stochastic Neighbor Embedding;hinton;NIPS’02 Proceedings of the 15th International Conference on Neural Information Processing Systems,2002

2. MATLAB function: evalclusters;mathworks,2021

3. Comparing geometric and kinetic cluster algorithms for molecular simulation data

4. Finding Groups in Data

5. Umap: Uniform manifold approximation and projection for dimension reduction;mcinnes;arXiv preprint arXiv 1802 03426,2018

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