Aaron Clauset

Updated on Nov 20, 2024

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Residence United States Academic advisor Cristopher Moore		Doctoral advisor Cristopher Moore

Fields Computer Science and Physics Notable awards Erdös-Rényi Prize in Network Science Notable award Erdös-Rényi Prize in Network Science Alma maters Haverford College, University of New Mexico Known for Power law, Community structure Institutions University of Colorado Boulder, Santa Fe Institute

Computational methods for modeling and analyzing complex networks aaron clauset mobile clip1

Aaron Clauset is an American computer scientist who works in the areas of Network Science, Machine Learning, and Complex Systems. He is currently a professor of Computer Science at the University of Colorado Boulder and is external faculty at the Santa Fe Institute.

He is best known for work done with Cosma Shalizi and Mark Newman on developing rigorous statistics tests for the presence of a power law pattern in empirical data, and for showing that many distributions that were claimed to be power laws actually were not. He is also known for his work on developing algorithms for detecting community structure in complex networks, particularly a model of hierarchical clustering in networks developed with Mark Newman and Cristopher Moore.

Computational methods for modeling and analyzing complex networks aaron clauset mobile clip24

Biography

Clauset completed his undergraduate studies in Physics and Computer Science at Haverford College in 2001. He earned his Ph.D. in Computer Science in 2006 from the University of New Mexico under the supervision of Cristopher Moore. He was then an Omidyar Fellow at the Santa Fe Institute until 2010, when he joined the University of Colorado Boulder as an Assistant Professor. His primary appointments are in the Computer Science Department and the BioFrontiers Institute, an interdisciplinary institute focused on quantitative systems biology.

Awards and honors

In 2016, Clauset received the Erdös-Rényi Prize in Network Science from the Network Science Society his contributions to the study of network structure, including Internet mapping, inference of missing links, and community structure, and for his provocative analyses of human conflicts and social stratification.

Selected publications

Clauset, Aaron; Newman, M. E. J.; Moore, Cristopher (2004), "Finding community structure in very large networks" (PDF), Physical Review E, 70 (6): 066111, arXiv:cond-mat/0408187, Bibcode:2004PhRvE..70f6111C, doi:10.1103/PhysRevE.70.066111 .

Achlioptas, Dimitris; Clauset, Aaron; Kempe, David; Moore, Cristopher (2005), "On the bias of traceroute sampling: or, power-law degree distributions in regular graphs", Proceedings of the 37th ACM Symposium on Theory of Computing (STOC '05), pp. 694–703, arXiv:cond-mat/0503087, doi:10.1145/1060590.1060693 .

Clauset, Aaron; Young, Maxwell; Gleditsch, Kristian S. (2007), "On the frequency of severe terrorist attacks", Journal of Conflict Resolution, 51 (1): 58–88, doi:10.1177/0022002706296157 .

Clauset, Aaron; Moore, Cristopher; Newman, M. E. J. (2008), "Hierarchical structure and the prediction of missing links in networks" (PDF), Nature, 453 (7191): 98–101, arXiv:0811.0484, Bibcode:2008Natur.453...98C, doi:10.1038/nature06830, PMID 18451861 .

Clauset, Aaron; Erwin, Douglas H. (2008), "The evolution and distribution of species body size", Science, 321: 399–401, arXiv:0901.0251, doi:10.1126/science.1157534 .

Clauset, Aaron; Shalizi, Cosma R.; Newman, M. E. J. (2009), "Power-law distributions in empirical data", SIAM Review, 51 (4): 661–703, doi:10.1137/070710111 .

Clauset, Aaron; Arbesman, Samuel; Larremore, Daniel B. (2015), "Systematic inequality and hierarchy in faculty hiring networks", Science Advances, 1 (1): e1400005, doi:10.1126/sciadv.1400005 .

References

Aaron Clauset Wikipedia

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