I Manipur, M Giordano, M Piccirillo… - IEEE/ACM …, 2021 - ieeexplore.ieee.org
The ability to identify and characterize not only the protein-protein interactions but also their internal modular organization through network analysis is fundamental for understanding …
Over the past couple of decades, the research area of network community detection has seen substantial growth in popularity, leading to a wide range of researches in the literature …
The detection of protein complexes is an essential NP-hard problem in protein-protein interaction networks (PPI). Modularity, community score, ratio cut, and internal density are …
Detecting complexes in protein interaction networks is one of the most important topics of current computational biology research due to its prominent role in predicting functions of yet …
Computational biology research faces a formidable challenge in the detection of complexes within protein-protein interaction (PPI) networks, critical for unraveling cellular processes …
Assessing a community detection algorithm is a difficult task due to the absence of finding a standard definition for objective functions to accurately identify the structure of communities …
Community detection in presence of both positive and negative interactions in signed community structures has recently enjoyed a large increase in interest. The general …
Community detection is useful for better understanding of the structure of complex networks, and aids in the extraction of required information from such networks. Community detection …
G Liu, Q Liu, L Ma, Z Shao - … , ICIC 2021, Shenzhen, China, August 12–15 …, 2021 - Springer
With the rapid development of next-generation sequencing and high-throughput technologies, much biological data have been generated. The analysis of biological …