Seyyid Emre Sofuoglu

Publication Activity (10 Years)

Years Active: 2018-2022
Publications (10 Years): 12

Top Topics

Discriminant Analysis

Spatiotemporal Data

Tensor Decomposition

Robust Principal Component Analysis

Top Venues

IEEE Signal Process. Lett.

Publications

Peide Li, Seyyid Emre Sofuoglu, Selin Aviyente, Tapabrata Maiti
Coupled support tensor machine classification for multimodal neuroimaging data. Stat. Anal. Data Min. 15 (6) (2022)
Seyyid Emre Sofuoglu, Selin Aviyente
Graph Regularized Low-Rank Tensor-Train for Robust Principal Component Analysis. IEEE Signal Process. Lett. 29 (2022)
Peide Li, Seyyid Emre Sofuoglu, Tapabrata Maiti, Selin Aviyente
Coupled Support Tensor Machine Classification for Multimodal Neuroimaging Data. CoRR (2022)
Seyyid Emre Sofuoglu, Selin Aviyente
GLOSS: Tensor-based anomaly detection in spatiotemporal urban traffic data. Signal Process. 192 (2022)
Seyyid Emre Sofuoglu, Selin Aviyente
Low-Rank on Graphs Plus Temporally Smooth Sparse Decomposition for Anomaly Detection in Spatiotemporal Data. ICASSP (2021)
Seyyid Emre Sofuoglu, Selin Aviyente
Multi-Branch Tensor Network Structure for Tensor-Train Discriminant Analysis. IEEE Trans. Image Process. 30 (2021)
Seyyid Emre Sofuoglu, Selin Aviyente
Low-rank on Graphs plus Temporally Smooth Sparse Decomposition for Anomaly Detection in Spatiotemporal Data. CoRR (2020)
Seyyid Emre Sofuoglu, Selin Aviyente
Graph Regularized Tensor Train Decomposition. ICASSP (2020)
Seyyid Emre Sofuoglu, Selin Aviyente
Multi-Branch Tensor Network Structure for Tensor-Train Discriminant Analysis. CoRR (2019)
Seyyid Emre Sofuoglu, Selin Aviyente
Tensor-Train Discriminant Analysis. ICASSP (2019)
Seyyid Emre Sofuoglu, Selin Aviyente
A Two-Stage Approach to Robust Tensor Decomposition. SSP (2018)
Seyyid Emre Sofuoglu, Selin Aviyente
Sparse Discriminative Tensor Dictionary Learning for Object Classification. GlobalSIP (2018)