24 citations · 31 across the 11 of their papers we have counts for
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eess.IV2019
Graph Regularized Tensor Train Decomposition
Seyyid Emre Sofuoglu, Selin Aviyente
With the advances in data acquisition technology, tensor objects are collected in a variety of applications including multimedia, medical and hyperspectral imaging. As the dimensio…
physics.soc-ph2019
Constrained Spectral Clustering for Dynamic Community Detection
Abdullah Karaaslanli, Selin Aviyente
Networks are useful representations of many systems with interacting entities, such as social, biological and physical systems. Characterizing the meso-scale organization, i.e. the…
eess.SP2019
Multi-Branch Tensor Network Structure for Tensor-Train Discriminant Analysis
Seyyid Emre Sofuoglu, Selin Aviyente
Higher-order data with high dimensionality arise in a diverse set of application areas such as computer vision, video analytics and medical imaging. Tensors provide a natural tool…