Aaron Clauset

Orcid: 0000-0002-3529-8746

Affiliations:
  • University of Colorado at Boulder, Department of Computer Science, CO, USA
  • Santa Fe Institute, NM, USA
  • University of New Mexico, Department of Computer Science, Albuquerque, NM, USA


According to our database1, Aaron Clauset authored at least 52 papers between 2004 and 2024.

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Bibliography

2024
Fast algorithms to improve fair information access in networks.
CoRR, 2024

Link Prediction Accuracy on Real-World Networks Under Non-Uniform Missing Edge Patterns.
CoRR, 2024

2023
Scientific productivity as a random walk.
CoRR, 2023

An Open-Source Cultural Consensus Approach to Name-Based Gender Classification.
Proceedings of the Seventeenth International AAAI Conference on Web and Social Media, 2023

2022
Labor advantages drive the greater productivity of faculty at elite universities.
CoRR, 2022

Subfield prestige and gender inequality in computing.
CoRR, 2022

Subfield prestige and gender inequality among U.S. computing faculty.
Commun. ACM, 2022

2021
The dynamics of faculty hiring networks.
EPJ Data Sci., 2021

Convergence criteria for sampling random graphs with specified degree sequences.
CoRR, 2021

Denoising large-scale biological data using network filters.
BMC Bioinform., 2021

Fairness in Networks: Social Capital, Information Access, and Interventions.
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

2020
Evaluating Overfit and Underfit in Models of Network Community Structure.
IEEE Trans. Knowl. Data Eng., 2020

Stacking models for nearly optimal link prediction in complex networks.
Proc. Natl. Acad. Sci. USA, 2020

Evaluating the scale, growth, and origins of right-wing echo chambers on YouTube.
CoRR, 2020

2019
Environmental Changes and the Dynamics of Musical Identity.
Proceedings of the Thirteenth International Conference on Web and Social Media, 2019

2018
Prestige drives epistemic inequality in the diffusion of scientific ideas.
EPJ Data Sci., 2018

Predicting the outcomes of policy diffusion from U.S. states to federal law.
CoRR, 2018

Thermodynamics of the Minimum Description Length on Community Detection.
CoRR, 2018

Automatically assembling a full census of an academic field.
CoRR, 2018

Scale-free networks are rare.
CoRR, 2018

2017
Eigenvector-Based Centrality Measures for Temporal Networks.
Multiscale Model. Simul., 2017

Characterizing the structural diversity of complex networks across domains.
CoRR, 2017

2016
The misleading narrative of the canonical faculty productivity trajectory.
CoRR, 2016

The ground truth about metadata and community detection in networks.
CoRR, 2016

Gender, Productivity, and Prestige in Computer Science Faculty Hiring Networks.
Proceedings of the 25th International Conference on World Wide Web, 2016

2015
Structure and inference in annotated networks.
CoRR, 2015

Detectability thresholds and optimal algorithms for community structure in dynamic networks.
CoRR, 2015

Learning latent block structure in weighted networks.
J. Complex Networks, 2015

Assembling thefacebook: Using Heterogeneity to Understand Online Social Network Assembly.
Proceedings of the ACM Web Science Conference, 2015

Predicting Sports Scoring Dynamics with Restoration and Anti-Persistence.
Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

Detecting Change Points in the Large-Scale Structure of Evolving Networks.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014
Scoring dynamics across professional team sports: tempo, balance and predictability.
EPJ Data Sci., 2014

Efficiently inferring community structure in bipartite networks.
CoRR, 2014

A unified view of generative models for networks: models, methods, opportunities, and challenges.
CoRR, 2014

Exploring community structure in biological networks with random graphs.
BMC Bioinform., 2014

2013
A Network Approach to Analyzing Highly Recombinant Malaria Parasite Genes.
PLoS Comput. Biol., 2013

Adapting the Stochastic Block Model to Edge-Weighted Networks
CoRR, 2013

Environmental structure and competitive scoring advantages in team competitions
CoRR, 2013

Social Network Dynamics in a Massive Online Game: Network Turnover, Non-densification, and Team Engagement in Halo Reach.
CoRR, 2013

Detecting Friendship Within Dynamic Online Interaction Networks.
Proceedings of the Seventh International Conference on Weblogs and Social Media, 2013

Friends FTW! friendship and competition in halo: reach.
Proceedings of the Computer Supported Cooperative Work, 2013

2012
Estimating the historical and future probabilities of large terrorist events
CoRR, 2012

Persistence and periodicity in a dynamic proximity network.
CoRR, 2012

2011
Adapting to Non-stationarity with Growing Expert Ensembles
CoRR, 2011

2009
Power-Law Distributions in Empirical Data.
SIAM Rev., 2009

On the bias of traceroute sampling: Or, power-law degree distributions in regular graphs.
J. ACM, 2009

Methodologies for Continuous Cellular Tower Data Analysis.
Proceedings of the Pervasive Computing, 7th International Conference, 2009

Location Segmentation, Inference and Prediction for Anticipatory Computing.
Proceedings of the Technosocial Predictive Analytics, 2009

2008
Controlling across complex networks - Emerging links between networks and control.
Annu. Rev. Control., 2008

2006
Structural Inference of Hierarchies in Networks.
Proceedings of the Statistical Network Analysis: Models, Issues, and New Directions, 2006

2005
Supervised Self-Organizing Maps in Drug Discovery. 1. Robust Behavior with Overdetermined Data Sets.
J. Chem. Inf. Model., 2005

2004
Genetic algorithms and self-organizing maps: a powerful combination for modeling complex QSAR and QSPR problems.
J. Comput. Aided Mol. Des., 2004


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