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plfit
- Referenced in 239 articles [sw23186]
- plfit: Fitting power-law distributions to empirical data. This program fits power-law distributions ... method of Clauset, Shalizi and Newman. Power-law distributions occur in many situations of scientific ... substantially inaccurate estimates of parameters for power-law distributions, and even in cases where such ... been conjectured to follow a power-law distribution. In some cases we find these conjectures...
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PowerGraph
- Referenced in 9 articles [sw17478]
- PowerGraph: Distributed graph-parallel computation on natural graphs. Large-scale graph-structured computation is central ... real-world have highly skewed power-law degree distributions, which challenge the assumptions made ... distributed graph placement and representation that exploits the structure of power-law graphs. We provide...
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DiSMEC
- Referenced in 4 articles [sw30154]
- DiSMEC - Distributed Sparse Machines for Extreme Multi-label Classification. Extreme multi-label classification refers ... extreme classification exhibit fit to power-law distribution, i.e. a large fraction of labels have ... very few positive instances in the data distribution. Most state-of-the-art approaches ... space. However, in the presence of power-law distributed extremely large and diverse label spaces...
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Blogel
- Referenced in 2 articles [sw41763]
- real-world graphs, namely (1)skewed degree distribution, (2)large diameter, and (3)(relatively) high ... existing systems, but many real-world power-law graphs also exhibit the characteristics ... improvements over the state-of-the-art distributed graph computing systems...
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Mathematica
- Referenced in 6337 articles [sw00554]
- Almost any workflow involves computing results, and that...