research
∙
10/10/2022
Modeling and Mining Multi-Aspect Graphs With Scalable Streaming Tensor Decomposition
Graphs emerge in almost every real-world application domain, ranging fro...
share
research
∙
05/12/2020
SMACD: Semi-supervised Multi-Aspect Community Detection
Community detection in real-world graphs has been shown to benefit from ...
research
∙
12/19/2019
Adaptive Granularity in Tensors: A Quest for Interpretable Structure
Data collected at very frequent intervals is usually extremely sparse an...
research
∙
07/03/2018
OCTen: Online Compression-based Tensor Decomposition
Tensor decompositions are powerful tools for large data analytics as the...
research
∙
05/03/2018
t-PINE: Tensor-based Predictable and Interpretable Node Embeddings
Graph representations have increasingly grown in popularity during the l...
research
∙
04/25/2018
Identifying and Alleviating Concept Drift in Streaming Tensor Decomposition
Tensor decompositions are used in various data mining applications from ...
research
∙
09/03/2017