cugraph.community.egonet.batched_ego_graphs(G, seeds, radius=1, center=True, undirected=False, distance=None) 計算給定半徑內種子中每個節點的誘導鄰居子圖。 參數: G:cugraph.Graph、networkx.Graph、CuPy 或 SciPy 稀疏矩陣 圖形或矩陣對象,應包含連通性信息。邊權重(如果存在)應該是單精度或雙精度浮點值...
Based on this review and our experiments, we propose our own method which leverages the social graph's topology and differences in egographs of legitimate and fake user accounts to improve identification of the latter. We evaluate our approach against other common approaches on a real-world ...
An Ego-CNN can be jointly trained with a task model and help explain/discover knowledge for the task. We conduct extensive experiments and the results show that Ego-CNNs (1) can lead to comparable task performance as the state-of-the-art graph embedding models, (2) works nicely with CNN...
Ego-CNNThis is the repo for "Distributed, Egocentric Representations of Graphs for Detecting Critical Structures", Ruo-Chun Tzeng, Shan-Hung Wu, In Proceedings of ICML 2019.slides In the paper, we proposed Ego-Convolution layer, which keeps the nice properties of Convolution layer to the graph...
Freeman, L.C.: Centered graphs and the structure of ego networks. Mathematical Social Sciences 3(3), 291–304 (1982) MATH MathSciNetFreeman, L. C. ( 1982 ). Centered graphs and the structure of ego networks . Mathematical Social Sciences , 3 ( 3 ), 291 – 304 ....
Ego-CNNThis is the repo for "Distributed, Egocentric Representations of Graphs for Detecting Critical Structures", Ruo-Chun Tzeng, Shan-Hung Wu, In Proceedings of ICML 2019.slides In the paper, we proposed Ego-Convolution layer, which keeps the nice properties of Convolution layer to the graph...
Yin, "Semantics-aware android malware classification using weighted contextual api depen- dency graphs," in Proceedings of the ACM SIGSAC Conference on Computer and Communications Security, pp. 1105-1116, Arizona, Ariz, USA, November, 2014.