Graph classification based on structural features of significant nodes and spatial convolutional neural networks

Feature reduction based on semantic similarity for graph classification

(2020) Zhigang Sun et al.   NEUROCOMPUTING

Learning Backtrackless Aligned-Spatial Graph Convolutional Networks for Graph Classification

(2020) Lu Bai et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Deep rolling: A novel emotion prediction model for a multi-participant communication context

(2019) Huan Rong et al.   INFORMATION SCIENCES

InfMatch: Finding isomorphism subgraph on a big target graph based on the importance of vertex

(2019) Tinghuai Ma et al.   PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS

Dynamic graph convolutional networks

(2019) Franco Manessi et al.   PATTERN RECOGNITION

LGIEM: Global and local node influence based community detection

(2019) Tinghuai Ma et al.   Future Generation Computer Systems-The International Journal of eScience

Structured self-attention architecture for graph-level representation learning

(2019) Xiaolong Fan et al.   PATTERN RECOGNITION

Protection of location privacy for moving k NN queries in social networks

(2018) Tinghuai Ma et al.   APPLIED SOFT COMPUTING

Toward real-time 3D object recognition: A lightweight volumetric CNN framework using multitask learning

(2018) Shuaifeng Zhi et al.   COMPUTERS & GRAPHICS-UK

Sample-to-sample correspondence for unsupervised domain adaptation

(2018) Debasmit Das et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

A new image classification method using CNN transfer learning and web data augmentation

(2018) Dongmei Han et al.   EXPERT SYSTEMS WITH APPLICATIONS

Graph classification based on graph set reconstruction and graph kernel feature reduction

(2018) Tinghuai Ma et al.   NEUROCOMPUTING

Natural disaster topic extraction in Sina microblogging based on graph analysis

(2018) Tinghuai Ma et al.   EXPERT SYSTEMS WITH APPLICATIONS

A Joint Spectral Similarity Measure for Graphs Classification

(2018) Hadj-Ahmed Bay-Ahmed et al.   PATTERN RECOGNITION LETTERS

Identifying influential nodes in complex networks based on AHP

(2017) Tian Bian et al.   PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS

Computing the partition function for graph homomorphisms with multiplicities

(2016) Alexander Barvinok et al.   JOURNAL OF COMBINATORIAL THEORY SERIES A