Shen-Yu Qiu

Density peaks clustering with spatiotemporal nearest neighbors

Density peaks clustering (DPC) encounters three limitations when applied to spatiotemporal data. Its local density estimate has limited capacity to distinguish samples drawn from regions with different densities, which can bias cluster center identification. Its distance measure emphasizes spatial information and may f...