1 citations · 1 across the 1 of their papers we have counts for
3 papers
Overcoming Bias in Community Detection Evaluation
Jeancarlo Campos Leão, Alberto H. F. Laender, Pedro O. S. Vaz de Melo
Community detection is a key task to further understand the function and the structure of complex networks. Therefore, a strategy used to assess this task must be able to avoid bia…
A Multi-Strategy Approach to Overcoming Bias in Community Detection Evaluation
Jeancarlo Campos Leão, Alberto H. F. Laender, Pedro O. S. Vaz de Melo
Community detection is key to understand the structure of complex networks. However, the lack of appropriate evaluation strategies for this specific task may produce biased and inc…
Improving Community Detection by Mining Social Interactions
Jeancarlo Campos Leão, Michele Amaral Brandão, Pedro O. S. Vaz de Melo +1
Social relationships can be divided into different classes based on the regularity with which they occur and the similarity among them. Thus, rare and somewhat similar relationship…