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