A comparative study shows that network sampling method performance depends on network type and target metric, with simple methods often beating advanced ones on temporal networks.
Empirical comparison of network sampling: How to choose the most appropriate method? Physica A: Statistical Mechanics and its Applications, 477:136–148, 2017
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Network Sampling: An Overview and Comparative Analysis
A comparative study shows that network sampling method performance depends on network type and target metric, with simple methods often beating advanced ones on temporal networks.