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Clustering instances and results - Ground truth clustering is not the optimum clustering

Research datakeyboard_double_arrow_right Dataset 29 Jan 2023 English Publisher:Zenodo
Authors: Zhao, Shudian; Povh, Janez; Hrga, Timotej;

doi: 10.5281/zenodo.14766453 , 10.5281/zenodo.14766454

Clustering instances and results - Ground truth clustering is not the optimum clustering

Abstract

GroundTruth_VS_OptimalCluster The instances include real and artificial instances, see /input_data_for_exact_solver. /Results_clustering includes the exact clustering solved by SOS-SDP for each data. In each file, clustering results with different k for a certain data is summarised in each column https://github.com/shudianzhao/GroundTruth_VS_OptimalCluster

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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.
BIP!Popularity provided by BIP!
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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This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
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