Mining Large Graphs And Streams Using Matrix And Tensor Tools
Summary: Survey of matrix and tensor tools for mining large graphs and coevolving streams; time-evolving data represented as tensors. Notes tensor models PARAFAC, Tucker (1–3), DEDICOM and hybrids with SVD/PCA-like tools for scalable graph/stream mining. (summarized by gpt-5-nano on Feb 09 2026)
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Authors
- 1. Christos Faloutsos
- 2. Tamara G. Kolda
- 3. Jimeng Sun
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