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Software . 2017
Data sources: Datacite
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Software . 2017
Data sources: ZENODO
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greenelab/pancancer: Dimensionality Reduction Evaluation

integration_instructionsResearch softwarekeyboard_double_arrow_right Software 13 Nov 2017Publisher:Zenodo
Authors: Greg Way;
Code repository: https://github.com/greenelab/pancancer/tree/v2.1.1

doi: 10.5281/zenodo.1047182

greenelab/pancancer: Dimensionality Reduction Evaluation

Abstract

This release is associated with submission to the 2017 NIPS conference where we use the supervised classifier evaluation software presented in this repository to evaluate the performance of several dimensionality reduction techniques. Included in the evaluation are tybalt models as generated in part of the tybalt release v0.1.3. The bash script outlining the procedure for this analysis is presented here

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This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
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influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
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