
GraRep
 Referenced in 14 articles
[sw32342]
 work, integrates global structural information of the graph into the learning process. We also formally ... features in tasks such as clustering, classification and visualization. Empirical results demonstrate that our representation...

Orbiter
 Referenced in 5 articles
[sw12417]
 graphs, codes, and objects from finite geometry. It employs the method of poset classification...

maptree
 Referenced in 2 articles
[sw12946]
 data for graphing, pruning, and mapping models from hierarchical clustering, and classification and regression trees...

GCDkit
 Referenced in 3 articles
[sw32609]
 ternary graphs, Harker plots, spider plots, and several dozens of classification and geotectonic discrimination diagrams...

Chordality
 Referenced in 1 article
[sw20560]
 CohenMacaulay. Second, chordal graphs lead to a beautiful classification of squarefree monomial ideals ... edge ideal of a nontrivial graph G, such that the complement...

HACTNet
 Referenced in 1 article
[sw39634]
 Hierarchical CelltoTissue Graph Neural Network for Histopathological Image Classification. Cancer diagnosis, prognosis ... cell organization in tissue via cellgraphs to tumor grades. Though cell organization is imperative...

GripNet
 Referenced in 1 article
[sw39161]
 multiple layers. We construct multiple largescale graphs and evaluate GripNet against competing methods ... show its superiority in link prediction, node classification, and data integration...

scikitmultilearn
 Referenced in 3 articles
[sw18802]
 classification methods alongside novel framework for label space partitioning and division. It includes graphbased...

RAGE
 Referenced in 3 articles
[sw24031]
 graph, and show how fast graphlet counting can be leveraged for efficient and scalable classification...

TMDRD
 Referenced in 0 articles
[sw26073]
 with the feature nodes. The classification method of graph is used to detect the deceptive...

SCOP2
 Referenced in 1 article
[sw16875]
 SCOP2 classification is described in terms of a directed acyclic graph in which nodes form ... protein structure and sequence. The new classification project is expected to ensure new advances...

AnnexML
 Referenced in 3 articles
[sw30153]
 have been widely used in Webscale classification tasks such as Web page tagging ... this paper, we present a novel graph embedding method called ”AnnexML”. At the training step...

struc2vec
 Referenced in 9 articles
[sw36495]
 different scales, and constructs a multilayer graph to encode structural similarities and generate structural context ... experiments indicate that struc2vec improves performance on classification tasks that depend more on structural identity...

Simbio
 Referenced in 2 articles
[sw09096]
 classifications. Moreover, the correlations of variables and function elements can be described as a graph...

KeLP
 Referenced in 3 articles
[sw26682]
 discrete data, such as strings, trees or graphs and their combination with standard vectorial kernels ... online and batch kernel machines for classification, regression and clustering, and a Java environment...

FoldingNet
 Referenced in 3 articles
[sw32562]
 learning tasks on point clouds such as classification and segmentation. In this work, a novel ... point clouds. On the encoder side, a graphbased enhancement is enforced to promote local ... discriminative representation that achieves higher linear SVM classification accuracy than the benchmark. In addition...

DeepSphere
 Referenced in 2 articles
[sw29899]
 analyse the data at multiple scales. The graph neural network model is based on ChebNet ... demonstrated on a discrimination problem: the classification of convergence maps into two cosmological model classes...

Jubatus
 Referenced in 0 articles
[sw36957]
 Online Machine Learning Library: Classification, Regression, Recommendation (Nearest Neighbor Search), Graph Mining, Anomaly Detection, Clustering...

RAIcode
 Referenced in 8 articles
[sw34283]
 structures and then direct the resulted undirected graph, the RAI algorithm combines the two processes ... computational complexity, runtime, structural correctness and classification accuracy over the PC, three phase dependency...

ProGraML
 Referenced in 1 article
[sw32379]
 performing complex downstream tasks over these graphs. The ProGraML representation is a directed attributed multigraph ... representation, enabling wholeprogram or pervertex classification tasks. ProGraML provides a generalpurpose program...