ParClusterers Benchmark Suite (PCBS) 是一个用于评估和比较可扩展图聚类算法的高质量基准套件。该数据集由麻省理工学院和Google的研究人员创建,包含多种图聚类算法和工具,适用于社区检测、分类和密集子图挖掘等任务。PCBS不仅提供了多种图聚类算法的实现,还支持与其他图聚类框架的集成,便于研究人员进行系统性的性能评估。数据集的创建过程包括从SNAP库和新的空间及嵌入
The CORA dataset consists of seven distinct categories of scientific papers. It comprises 2708 papers, with each paper represented as a node in the network. There are 5429 citation links, each represe
This work addresses a constrained graph clustering problem with applications on Protein-Protein Interaction (PPI) networks in cancer research. The method takes a subgraph of the PPI network as input a