Seyyid Emre Sofuoglu

According to our database, Seyyid Emre Sofuoglu authored at least 9 papers between 2018 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2022

Graph Regularized Low-Rank Tensor-Train for Robust Principal Component Analysis.

Seyyid Emre Sofuoglu, Selin Aviyente

IEEE Signal Process. Lett., 2022

GLOSS: Tensor-based anomaly detection in spatiotemporal urban traffic data.

Seyyid Emre Sofuoglu, Selin Aviyente

Signal Process., 2022

Coupled support tensor machine classification for multimodal neuroimaging data.

Peide Li, Seyyid Emre Sofuoglu, Selin Aviyente, Tapabrata Maiti

Stat. Anal. Data Min., 2022

2021

Multi-Branch Tensor Network Structure for Tensor-Train Discriminant Analysis.

Seyyid Emre Sofuoglu, Selin Aviyente

IEEE Trans. Image Process., 2021

Low-Rank on Graphs Plus Temporally Smooth Sparse Decomposition for Anomaly Detection in Spatiotemporal Data.

Seyyid Emre Sofuoglu, Selin Aviyente

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

Graph Regularized Tensor Train Decomposition.

Seyyid Emre Sofuoglu, Selin Aviyente

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

Tensor-Train Discriminant Analysis.

Seyyid Emre Sofuoglu, Selin Aviyente

Proceedings of the IEEE International Conference on Acoustics, 2019

2018

A Two-Stage Approach to Robust Tensor Decomposition.

Seyyid Emre Sofuoglu, Selin Aviyente

Proceedings of the 2018 IEEE Statistical Signal Processing Workshop, 2018

Sparse Discriminative Tensor Dictionary Learning for Object Classification.

Seyyid Emre Sofuoglu, Selin Aviyente

Proceedings of the 2018 IEEE Global Conference on Signal and Information Processing, 2018