Enhancing supervisory training signals with environmental reinforcement learning using adaptive dynamic programming and artificial neural networks. - Niklas Melton; Donald C. Wunsch (ICCI*CC, 2016)

Incremental Cluster Validity Indices for Hard Partitions: Extensions and Comparative Study. - Leonardo Enzo Brito da Silva; Niklas Melton; Donald C. Wunsch II (CoRR, 2019)

Incremental Cluster Validity Indices for Online Learning of Hard Partitions: Extensions and Comparative Study. - Leonardo Enzo Brito da Silva; Niklas Melton; Donald C. Wunsch (IEEE Access, 2020)

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)

Deep ARTMAP: Generalized Hierarchical Learning with Adaptive Resonance Theory. - Niklas Melton; Leonardo Enzo Brito da Silva; Sasha Petrenko; Donald C. Wunsch II (CoRR, 2025)