To address this limitation, in this study, we present a novel protein complex detection method based on hierarchical compressing network embedding, named DPC- ...

To address this limitation, in this study, we present a novel protein complex detection method based on hierarchical compressing network embedding, named DPC- ...

Under the circumstances, this study only focuses on the first category algorithms to detect protein complexes based solely on network topological structures.

Feb 16, 2020 · To address this limitation, in this study, we present a novel protein complex detection method based on hierarchical compressing network ...

First, DPCMNE employs a hierarchical compressing strategy to recursively compress the input protein-protein interaction (PPI) network into multi-level smaller ...

DPC-HCNE (Meng et al., 2019) is a novel protein complex detection method based on hierarchical compressing network embedding and core-attachment structures. It ...

First, DPCMNE employs a hierarchical compressing strategy to recursively compress the input protein-protein interaction (PPI) network into multi-level smaller ...

Detecting protein complex based on hierarchical compressing network embedding. X Meng, X Peng, FX Wu, M Li.

Here we provide a systematic review of the state-of-the-art algorithms for protein complex prediction from PPI networks proposed in the past two decades.

Then, we propose a new strategy, integrating hierarchical compressing with network embedding, to capture the high-order structural similarity between proteins.