YanghuiWang1998 / citation-network
This project creates a citation network from a data set of published paper and an importance ranking of the books. I used the Citation-network V1 dataset from https://aminer.org/citation for this project. The project in written in Python 2.7 and particular attention is paid to PageRank and virtualization of the results.
☆13Updated 5 years ago
Related projects: ⓘ
- Code for the paper "Unsupervised Community Detection with Modularity-based Attention Model"☆36Updated 4 years ago
- Anomaly detection algorithm for social networks using Graph Neural Networks by leveraging graph parameteres, between centrality, degree, …☆11Updated 4 years ago
- Predict links in a citation network☆12Updated 6 years ago
- Heterogeneous Information Network Datasets☆16Updated 5 years ago
- Code for "SUGAR: Subgraph Neural Network with Reinforcement Pooling and Self-Supervised Mutual Information Mechanism"☆53Updated 3 years ago
- Attributed Biased Random Walks (ABRW) is an Attributed Network Embedding method☆12Updated 2 years ago
- Code and dataset for IEEE TKDE paper "Dynamic Heterogeneous Information Network Embedding with Meta-path based Proximity"☆39Updated 3 years ago
- Graph Neural Networks for Community Detection☆60Updated 4 years ago
- Learning Deep Representations for Graph Clustering Implementation☆18Updated 5 years ago
- Source code for CIKM 2019 paper "Temporal Network Embedding with Micro- and Macro-dynamics"☆37Updated 2 years ago
- ☆47Updated 2 years ago
- Worked with a number of real-world datasets available at http://snap.stanford.edu/ to identify the importance of certain nodes in terms o…☆11Updated 7 years ago
- 通过研究社交网络，从网络中提取拓扑结构特征，运用机器学习方法进行链路预测，比较了几种机器学习算法的预测精度。☆33Updated 7 years ago
- The implementation of our AAAI 2020 paper "GSSNN: Graph Smoothing Splines Neural Network".☆20Updated 4 years ago
- Code for Arxiv 2018 Paper "HAHE: Hierarchical Attentive Heterogeneous Information Network Embedding"☆31Updated 5 years ago
- Implementation in TF2 of Community-Centric Graph Convolutional Network for Unsupervised Community Detection☆19Updated 2 years ago
- Top-K Influential Nodes in Social Networks: A Game Perspective (SIGIR'17)☆35Updated 5 months ago
- Spatio-Temporal Attentive RNN for Node Classification in Temporal Attributed Graphs (IJCAI'19)☆19Updated 2 years ago
- ☆17Updated 6 months ago
- The code generates preferential attachment networks with homophily and two groups.☆13Updated 6 years ago
- ☆30Updated last year
- Continuous-Time Relationship Prediction in Dynamic Heterogeneous Information Networks (TKDD 2019)☆17Updated 2 years ago
- Graph Neural Network☆19Updated 2 years ago
- Graph Clustering with Embedding Propagation☆15Updated 5 years ago
- ☆15Updated 3 years ago
- An implementation of "Fusing Structure and Content via Non-negative Matrix Factorization for Embedding Information Networks".☆18Updated 2 years ago
- ☆45Updated last year
- Timerank: Tracking the Evolution of Communities in Dynamic Social Networks☆20Updated 6 years ago
- Official implement of RAHG: A Role-Aware Hypergraph Neural Network for Node Classification in Graphs.☆11Updated 2 months ago
- dynamic graph/network embedding/representation methods☆15Updated 4 years ago