Cycle-Aware Algorithms for Community Detection and Statistical Network Inference: A Review and Tutorial
Community detection is often formulated through edge density, yet many scientifically meaningful groups are characterized by closure, redundancy, and repeated multi-step interaction. This structured review develops an algorithmic and statistical perspective on cycle-aware network analysis, connecting motif and cycle co...