Incremental cluster validity index-guided online learning for performance and robustness to presentation order

Leonardo Enzo Brito da Silva, Nagasharath Rayapati, Donald C. Wunsch

In streaming data applications incoming samples are processed and discarded, therefore, intelligent decision-making is crucial for the performance of lifelong learning systems. In…