Sep 24, 2021 · In this paper, a new clustering algorithm is proposed. In this algorithm, several parameters should be inputted. These parameters include a heterogeneous ...

Oct 22, 2024 · In this algorithm, several parameters should be inputted. These parameters include a heterogeneous information network, meta-paths that are used ...

Complete Source Code · Complete Documentation · Complete Presentation Slides · Flow Diagram · Database File · Screenshots · Execution Procedure · Video Tutorials ...

由于这些算法都包含复杂的优化过程和矩阵计算过程，因此这些算法的复杂度非常高。为了克服上述不足，本文提出了一种新的聚类算法。在这个算法中，需要输入几 ...

May 19, 2023 · A Label Propagation Based Node Clustering Algorithm in Heterogeneous Information Networks. September 2021 · IEEE Access. Dongjiang Liu · Leixiao ...

This paper proposes a novel label propagation algorithm based on node importance (NI-LPA). In the algorithm, a new index of node importance is presented.

In this paper, it is supposed to propose a new version of the LPA algorithm for attributed graphs so that the detected communities solve the problems related ...

Nov 27, 2018 · In label propagation for homogeneous networks, the labels are propagated only in one network consisting of the nodes and edges with the same ...

Nov 5, 2016 · The research objective of this paper is to provide a computational framework to facilitate drug repositioning tasks based on a heterogeneous ...

A new method of network-based label propagation with mutual interaction information derived from heterogeneous networks, namely LPMIHN, is proposed to infer ...