Jianlong Qiu

Integrating fuzzy neural networks and elastic weight consolidation for continual learning under non-stationary data streams

Neuro-fuzzy systems combine neural network learning with fuzzy logic to robustly represent qualitative, uncertain, and imprecise knowledge, making them especially effective for data mining and knowledge discovery. With ongoing digitalization, the volume and velocity of data strea...