Giang Nguyen

Continuous-Time Dynamic Network Embeddings

Giang Nguyen, John Boaz Lee, Ryan A. Rossi et al. · 2018 · 529 citations · Full text

Graph Representation Learning, Engineering, Network Analysis +17

Dynamic Network Embeddings: From Random Walks to Temporal Random Walks

Giang Nguyen, John Boaz Lee, Ryan A. Rossi et al. · 2018 · 63 citations

Graph Representation Learning, Engineering, Network Analysis +21

A supervised learning approach for imbalanced data sets

Giang Nguyen, Abdesselam Bouzerdoum, Son Lam Phung · Proceedings - International Conference on Pattern Recognition/Proceedings/International Conference on Pattern Recognition · 2008 · 46 citations

Clustering Technique, Engineering, Machine Learning +18

EIFDD: An efficient approach for erasable itemset mining of very dense datasets

Giang Nguyen, Tuong Le, Bay Vo et al. · Applied Intelligence · 2015 · 19 citations

Engineering, Erasable Itemset Mining, Pattern Discovery +16

Dynamic Node Embeddings From Edge Streams

John Boaz Lee, Giang Nguyen, Ryan A. Rossi et al. · IEEE Transactions on Emerging Topics in Computational Intelligence · 2020 · 17 citations

Network Theory (Electrical Engineering), Engineering, Embedding Methods +23