output
20202026
most citedDynamic Spatiotemporal Graph Convolutional Neural Networks for Traffic Data Imputation with Complex Missing Patterns

111 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions
Showing cs.SIShow all

3 papers · 1 filter

cs.SI2023★ 9 cited

Identifying hubs in directed networks

Alec Kirkley

Nodes in networks that exhibit high connectivity, also called ``hubs'', play a critical role in determining the structural and functional properties of networked systems. However,…

cs.SI2023★ 8 cited

Normalized mutual information is a biased measure for classification and community detection

Maximilian Jerdee, Alec Kirkley, M. E. J. Newman

Normalized mutual information is widely used as a similarity measure for evaluating the performance of clustering and classification algorithms. In this paper, we argue that result…

cs.SI2022★ 9 cited

Implicit models, latent compression, intrinsic biases, and cheap lunches in community detection

Tiago P. Peixoto, Alec Kirkley

The task of community detection, which aims to partition a network into clusters of nodes to summarize its large-scale structure, has spawned the development of many competing algo…