Scholar
Lewis Mitchell
Google Scholar ID: Gy-X2vgAAAAJ
Professor of Data Science, University of Adelaide
online social networks
computational social science
data science
complex systems
data assimilation
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Citations & Impact
All-time
Citations
4,368
H-index
28
i10-index
56
Publications
20
Co-authors
70
list available
Publications
10 items
No Model Required: Text Entropy Rate Filtering Mitigates Iterative Fine-Tuning Collapse
2026
Cited
0
Best Preprocessing Techniques for Sentiment Analysis
2026
Cited
0
Learning Moral Diversity: Modelling Individual Perspectives in Moral Classification of Texts
2026
Cited
0
A Hybrid Theory and Data-driven Approach to Persuasion Detection with Large Language Models
2025
Cited
0
Quantifying consistency and accuracy of Latent Dirichlet Allocation
2025
Cited
0
Data Denoising and Derivative Estimation for Data-Driven Modeling of Nonlinear Dynamical Systems
2025
Cited
0
Analysis of Voluntarily Reported Data Post Mesh Implantation for Detecting Public Emotion and Identifying Concern Reports
2025
Cited
0
Discovering Coordinated Processes From Social Online Networks
2025
Cited
0
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Co-authors
9 total
Chris Danforth
Professor, Mathematics & Statistics, Computational Story Lab, Vermont Complex Systems Institute, UVM
Peter Sheridan Dodds
Professor/Director, Computational Story Lab, Vermont Complex Systems Institute, UVM
Morgan R. Frank
University of Pittsburgh
James Bagrow
Associate Professor, Mathematics & Statistics, University of Vermont
Matthew Roughan
School of Mathematical Sciences, University of Adelaide
Jake Ryland Williams
Assistant Professor of Information Science, Drexel University
Kameron Decker Harris
Assistant Professor of Computer Science, Western Washington University
Mehwish Nasim
Senior Lecturer UWA Australia, Network Analysis & Social Influence Modelling (NASIM)Lab
