54k citations · 58.7k across the 46 of their papers we have counts for
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cs.SI2018★ 1 cited
Over-Optimization of Academic Publishing Metrics: Observing Goodhart's Law in Action
Michael Fire, Carlos Guestrin
The academic publishing world is changing significantly, with ever-growing numbers of publications each year and shifting publishing patterns. However, the metrics used to measure…
cs.SI2017
The Rise and Fall of Network Stars: Analyzing 2.5 million graphs to reveal how high-degree vertices emerge over time
Michael Fire, Carlos Guestrin
Trends change rapidly in today's world, prompting this key question: What is the mechanism behind the emergence of new trends? By representing real-world dynamic systems as complex…
cs.SI2016★ 2 cited
Time Is of the Essence: Analyzing the Effect of Vertex-Joining Time on Complex Network Evolution
Michael Fire, Carlos Guestrin
Complex networks have non-trivial characteristics and appear in many real-world systems. Such networks are vitally important, but their full underlying dynamics are not completely…