Erin Chelsea Hathorn Data-verified
Affiliation confirmed via AI analysis of OpenAlex, ORCID, and web sources.
Researcher
grad_student
Research Areas
Biography and Research Information
OverviewAI-generated summary
Erin Chelsea Hathorn is a graduate student at the University of Arkansas at Little Rock whose research encompasses neural networks, advanced database systems, and complex network analysis. Hathorn's work extends to data management algorithms and facial recognition technologies. Her recent investigations have focused on unsupervised learning techniques, specifically exploring clustering methods and the role of Shannon entropy. This is reflected in her work on enhancing data curation using spectral clustering within a "data washing machine" framework.
Her primary research interests lie in the intersection of data science, machine learning, and network analysis.
Metrics
- h-index: 1
- Publications: 2
- Citations: 1
Selected Publications
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Enhancing data curation with spectral clustering and Shannon entropy: An unsupervised approach within the data washing machine (2024)
Collaboration Network
Top Collaborators
- Exploring other clustering methods and the role of Shannon Entropy in an unsupervised setting
- Enhancing data curation with spectral clustering and Shannon entropy: An unsupervised approach within the data washing machine