Firstly, an improved WaveCluster algorithm is designed to cluster the multi-distributed data adaptively by considering both the spatial and temporal characteristics. Secondly, a robust PCA algorithm ...

PEPbench - The python package for automated pre-ejection period (PEP) extraction algorithms. pepbench presents a framework for the automated extraction of the pre-ejection period (PEP) from ...

To overcome these aforementioned issues, this paper proposes a distributed PCA algorithm termed FAST-PCA (Fast and exAct diSTributed PCA). The proposed algorithm is efficient in terms of communication ...