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11/09/2022
Optimal Graph Filters for Clustering Attributed Graphs
Many real-world systems can be represented as graphs where the different...
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05/02/2022
Community detection in multiplex networks based on orthogonal nonnegative matrix tri-factorization
Networks provide a powerful tool to model complex systems where the diff...
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01/19/2022
Coupled Support Tensor Machine Classification for Multimodal Neuroimaging Data
Multimodal data arise in various applications where information about th...
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10/23/2020
Low-rank on Graphs plus Temporally Smooth Sparse Decomposition for Anomaly Detection in Spatiotemporal Data
Anomaly detection in spatiotemporal data is a challenging problem encoun...
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04/15/2019
Multi-Branch Tensor Network Structure for Tensor-Train Discriminant Analysis
Higher-order data with high dimensionality arise in a diverse set of app...
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04/27/2017