Modularity Maximization Adjusted by Neural Networks

• Published in: Neural Information Processing pp. 287 - 294
• Main Authors: Carvalho, Desiree Maldonado, Resende, Hugo, Nascimento, Mariá C. V.
• Format: Book Chapter
• Language: English
• Published: Cham Springer International Publishing 2014
• Series: Lecture Notes in Computer Science
• Subjects: community detection in networks; graph clustering; modularity maximization; neural networks

Graphs are combinatorial structures suitable for modelling various real systems. The high clustering tendency observed in many of these graphs has led a large number of researches, among them, we point out the modularity maximization-based community detection algorithms. Although very effective a fe...