Author

Vicky Jung

University of Florida

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Bioinformatics· 2

Signature Assays, Organisms & Methods

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Research Focus:clustering· 2 Research Focus:benchmarking· 1 Approach:machine learning (classical)· 1 Approach:statistical model· 1

Frequent Co-Authors

Kate K. Huddleston· 2 shared Kenneth López Pérez· 2 shared Ramón Alain Miranda‐QuintanaiD· 2 shared Lexin CheniD· 1 shared

Activity by Year

2024-2025 · peak 1/yr

Co-Author Collaboration Network

4 top collaborators · 6 mutual co-author links

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2 shared papersBioinformatics

Kate K. Huddleston

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2 papers

Recent·Most cited

BitBIRCH Clustering Refinement Strategies

Kenneth López Pérez, Kate K. Huddleston, Vicky Jung, Ramón Alain Miranda‐Quintana

The paper introduces BitBIRCH clustering refinement strategies to improve clustering quality without sacrificing efficiency, with new post-processing tools and examples.

Journal of Chemical Information and Modeling · May 27, 2025Peer-reviewedBioinformatics

Efficient clustering of large molecular libraries

Kenneth López Pérez, Vicky Jung, Lexin Chen, Kate K. Huddleston, Ramón Alain Miranda‐Quintana

The paper introduces BitBIRCH, a clustering algorithm for large molecular libraries that is faster and more memory-efficient than existing methods.

bioRxiv · Aug 10, 2024 · PreprintBioinformatics