Sasha Petrenko

According to our database, Sasha Petrenko authored at least 17 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Streaming Adversarial Robustness in Fuzzy ARTMAP: Mechanism-Aligned Evaluation, Progressive Training, and Interpretable Diagnostics.

Shane Cairns, Leonardo Enzo Brito da Silva, Sasha Petrenko, Donald C. Wunsch II, Jian Liu

CoRR, May, 2026

2025

Deep ARTMAP: Generalized Hierarchical Learning with Adaptive Resonance Theory.

Niklas Melton, Leonardo Enzo Brito da Silva, Sasha Petrenko, Donald C. Wunsch II

CoRR, March, 2025

DeepART: Deep gradient-free local learning with adaptive resonance.

Sasha Petrenko, Leonardo Enzo Brito da Silva, Donald C. Wunsch

Neural Networks, 2025

2024

Analyzing Biomedical Datasets with Symbolic Tree Adaptive Resonance Theory.

Sasha Petrenko, Daniel B. Hier, Mary A. Bone, Tayo Obafemi-Ajayi, Erik J. Timpson, William E. Marsh, Michael Speight, Donald C. Wunsch

Inf., March, 2024

ACIL-Group/KGO.

Daniel B. Hier, Tayo Obafemi-Ajayi, Sasha Petrenko, Donald Wunsch

Dataset, January, 2024

ACIL-Group/KGO.

Daniel B. Hier, Tayo Obafemi-Ajayi, Sasha Petrenko, Donald Wunsch

Dataset, January, 2024

ACIL-Group/KGO.

Daniel B. Hier, Tayo Obafemi-Ajayi, Sasha Petrenko, Donald Wunsch

Dataset, January, 2024

ACIL-Group/CENTROIDS.

Daniel B. Hier, Tayo Obafemi-Ajayi, Gayla R. Olbricht, Devin Burns, Sasha Petrenko, Donald Wunsch

Dataset, January, 2024

ACIL-Group/CENTROIDS.

Daniel B. Hier, Tayo Obafemi-Ajayi, Gayla R. Olbricht, Devin Burns, Sasha Petrenko, Donald Wunsch

Dataset, January, 2024

ACIL-Group/CENTROIDS.

Daniel B. Hier, Tayo Obafemi-Ajayi, Gayla R. Olbricht, Devin Burns, Sasha Petrenko, Donald Wunsch

Dataset, January, 2024

Enhancing Dimension-Reduced Scatter Plots with Class and Feature Centroids.

Daniel B. Hier, Tayo Obafemi-Ajayi, Gayla R. Olbricht, Devin M. Burns, Sasha Petrenko, Donald C. Wunsch II

CoRR, 2024

Meta-iCVI: Ensemble Validity Metrics for Concise Labeling of Correct, Under- or Over-Partitioning in Streaming Clustering.

Niklas Melton, Sasha Petrenko, Donald C. Wunsch

IEEE Access, 2024

2022

ClusterValidityIndices.jl: Batch and Incremental Metrics for Unsupervised Learning.

Sasha Petrenko, Donald C. Wunsch

J. Open Source Softw., November, 2022

AP6YC/ClusterValidityIndices.jl: v0.6.3.

Sasha Petrenko, Donald C. Wunsch II

Dataset, November, 2022

AP6YC/ClusterValidityIndices.jl: v0.6.2.

Sasha Petrenko, Donald C. Wunsch II

Dataset, November, 2022

AP6YC/AdaptiveResonance.jl: v0.5.0.

Sasha Petrenko, Donald C. Wunsch II

Dataset, April, 2022

AdaptiveResonance.jl: A Julia Implementation of Adaptive Resonance Theory (ART) Algorithms.

Sasha Petrenko, Donald C. Wunsch

J. Open Source Softw., 2022