surajnakka / graph-data-analysis
Worked with a number of real-world datasets available at http://snap.stanford.edu/ to identify the importance of certain nodes in terms of their degree, betweenness, closeness centralities and clustering co-efficient. • Studied the different random graph generator models to identify the best synthetic random graph generator that reflects real-wo…
☆11Updated 7 years ago
Related projects ⓘ
Alternatives and complementary repositories for graph-data-analysis
- Source Code for IJCAI 2018 paper "Scalable Multiplex Network Embedding"☆75Updated 4 years ago
- Label Informed Attributed Network Embedding, WSDM 2017☆37Updated 5 years ago
- Graph Recurrent Networks with Attributed Random Walks☆28Updated last year
- Code for Arxiv 2018 Paper "HAHE: Hierarchical Attentive Heterogeneous Information Network Embedding"☆31Updated 5 years ago
- Accelerated Attributed Network Embedding, SDM 2017☆50Updated 4 years ago
- Learning Topological Representation for Networks via Hierarchical Sampling☆12Updated 3 years ago
- ☆12Updated 6 years ago
- Timerank: Tracking the Evolution of Communities in Dynamic Social Networks☆21Updated 7 years ago
- Implementation of the paper "Community Detection with Graph Neural Networks", [1] in Pytorch☆35Updated 6 years ago
- Anomaly detection algorithm for social networks using Graph Neural Networks by leveraging graph parameteres, between centrality, degree, …☆11Updated 4 years ago
- Learning Community Embedding with Community Detection and Node Embedding on Graphs☆34Updated 5 years ago
- This is a sample implementation of "TIMERS: Error-Bounded SVD Restart on Dynamic Networks"(AAAI 2018).☆12Updated 6 years ago
- Attributed Biased Random Walks (ABRW) is an Attributed Network Embedding method☆12Updated 3 years ago
- Open Resources For network embedding☆16Updated 4 years ago
- Large-Scale Heterogeneous Feature Embedding☆15Updated 2 years ago
- Code for the paper "Unsupervised Community Detection with Modularity-based Attention Model"☆36Updated 4 years ago
- Testing link prediction using Node2Vec☆68Updated 7 years ago
- An implementation of "Network Representation Learning with Rich Text Information" (IJCAI '15).☆57Updated 2 years ago
- RDyn: graph benchmark handling community dynamics☆23Updated 6 months ago
- RSDNE: Exploring Relaxed Similarity and Dissimilarity from Completely-imbalanced Labels for Network Embedding. AAAI18☆11Updated 4 years ago
- ☆9Updated 5 years ago
- GloDyNE: Global Topology Preserving Dynamic Network Embedding (accepted by IEEE TKDE in 2020) https://ieeexplore.ieee.org/document/930271…☆65Updated 3 years ago
- Source code for AAAI 2019 paper "Relation Structure-Aware Heterogeneous Information Network Embedding"☆55Updated 4 years ago
- The resources for IPE model : Interactive Paths Embedding for Semantic Proximity Search on Heterogeneous Graphs.☆17Updated last year
- embedding attributed graphs☆58Updated 2 years ago
- the Implementation of "Structural Deep Embedding for Hyper-Networks"（AAA20I8）☆45Updated 5 years ago
- LEAP (Learning Edges by Aggregation of Paths)☆12Updated 9 months ago
- ☆48Updated 2 years ago
- Source code from the CIKM 2019 article "Gravity-Inspired Graph Autoencoders for Directed Link Prediction" by G. Salha, S. Limnios, R. Hen…☆44Updated 11 months ago
- Code and data for paper AspEm: Embedding Learning by Aspects in Heterogeneous Information Networks☆26Updated 6 years ago