Sasha Petrenko

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 5

Top Topics

Unsupervised Learning

Simultaneous Clustering

Clustering Ensemble

Adaptive Resonance Theory

Top Venues

J. Open Source Softw.

Publications

Sasha Petrenko, Daniel B. Hier, Mary A. Bone, Tayo Obafemi-Ajayi, Erik J. Timpson, William E. Marsh, Michael Speight, Donald C. Wunsch
Analyzing Biomedical Datasets with Symbolic Tree Adaptive Resonance Theory. Inf. 15 (3) (2024)
Daniel B. Hier, Tayo Obafemi-Ajayi, Gayla R. Olbricht, Devin M. Burns, Sasha Petrenko, Donald C. Wunsch II
Enhancing Dimension-Reduced Scatter Plots with Class and Feature Centroids. CoRR (2024)
Niklas Melton, Sasha Petrenko, Donald C. Wunsch
Meta-iCVI: Ensemble Validity Metrics for Concise Labeling of Correct, Under- or Over-Partitioning in Streaming Clustering. IEEE Access 12 (2024)
Sasha Petrenko, Donald C. Wunsch
AdaptiveResonance.jl: A Julia Implementation of Adaptive Resonance Theory (ART) Algorithms. J. Open Source Softw. 7 (73) (2022)
Sasha Petrenko, Donald C. Wunsch
ClusterValidityIndices.jl: Batch and Incremental Metrics for Unsupervised Learning. J. Open Source Softw. 7 (79) (2022)