Seyyid Emre Sofuoglu - researchr alias

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Viewing Publication 1 - 9 from 9

2022

Coupled support tensor machine classification for multimodal neuroimaging dataPeide Li, Seyyid Emre Sofuoglu, Selin Aviyente, Tapabrata Maiti. sadm, 15(6):797-818, 2022. [doi]

GLOSS: Tensor-based anomaly detection in spatiotemporal urban traffic dataSeyyid Emre Sofuoglu, Selin Aviyente. sigpro, 192:108370, 2022. [doi]

Graph Regularized Low-Rank Tensor-Train for Robust Principal Component AnalysisSeyyid Emre Sofuoglu, Selin Aviyente. spl, 29:1152-1156, 2022. [doi]

2021

Multi-Branch Tensor Network Structure for Tensor-Train Discriminant AnalysisSeyyid Emre Sofuoglu, Selin Aviyente. TIP, 30:8926-8938, 2021. [doi]

Low-Rank on Graphs Plus Temporally Smooth Sparse Decomposition for Anomaly Detection in Spatiotemporal DataSeyyid Emre Sofuoglu, Selin Aviyente. icassp 2021: 5614-5618 [doi]

2020

Graph Regularized Tensor Train DecompositionSeyyid Emre Sofuoglu, Selin Aviyente. icassp 2020: 3912-3916 [doi]

2019

Tensor-Train Discriminant AnalysisSeyyid Emre Sofuoglu, Selin Aviyente. icassp 2019: 3422-3426 [doi]

2018

A Two-Stage Approach to Robust Tensor DecompositionSeyyid Emre Sofuoglu, Selin Aviyente. gacm 2018: 831-835 [doi]

Sparse Discriminative Tensor Dictionary Learning for Object ClassificationSeyyid Emre Sofuoglu, Selin Aviyente. globalsip 2018: 1341-1345 [doi]

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