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Journal Articles
- 2022
[j4]Peide Li, Seyyid Emre Sofuoglu
, Selin Aviyente, Tapabrata Maiti:
Coupled support tensor machine classification for multimodal neuroimaging data. Stat. Anal. Data Min. 15(6): 797-818 (2022)- [j3]Seyyid Emre Sofuoglu, Selin Aviyente:
GLOSS: Tensor-based anomaly detection in spatiotemporal urban traffic data. Signal Process. 192: 108370 (2022) - [j2]Seyyid Emre Sofuoglu, Selin Aviyente:
Graph Regularized Low-Rank Tensor-Train for Robust Principal Component Analysis. IEEE Signal Process. Lett. 29: 1152-1156 (2022) - 2021
- [j1]Seyyid Emre Sofuoglu, Selin Aviyente:
Multi-Branch Tensor Network Structure for Tensor-Train Discriminant Analysis. IEEE Trans. Image Process. 30: 8926-8938 (2021)
Conference and Workshop Papers
- 2021
- [c5]Seyyid Emre Sofuoglu, Selin Aviyente:
Low-Rank on Graphs Plus Temporally Smooth Sparse Decomposition for Anomaly Detection in Spatiotemporal Data. ICASSP 2021: 5614-5618 - 2020
- [c4]Seyyid Emre Sofuoglu, Selin Aviyente:
Graph Regularized Tensor Train Decomposition. ICASSP 2020: 3912-3916 - 2019
- [c3]Seyyid Emre Sofuoglu, Selin Aviyente:
Tensor-Train Discriminant Analysis. ICASSP 2019: 3422-3426 - 2018
- [c2]Seyyid Emre Sofuoglu, Selin Aviyente:
Sparse Discriminative Tensor Dictionary Learning for Object Classification. GlobalSIP 2018: 1341-1345 - [c1]Seyyid Emre Sofuoglu, Selin Aviyente:
A Two-Stage Approach to Robust Tensor Decomposition. SSP 2018: 831-835
Informal and Other Publications
- 2022
- [i3]Peide Li, Seyyid Emre Sofuoglu, Tapabrata Maiti, Selin Aviyente:
Coupled Support Tensor Machine Classification for Multimodal Neuroimaging Data. CoRR abs/2201.07683 (2022) - 2020
- [i2]Seyyid Emre Sofuoglu, Selin Aviyente:
Low-rank on Graphs plus Temporally Smooth Sparse Decomposition for Anomaly Detection in Spatiotemporal Data. CoRR abs/2010.12633 (2020) - 2019
- [i1]Seyyid Emre Sofuoglu, Selin Aviyente:
Multi-Branch Tensor Network Structure for Tensor-Train Discriminant Analysis. CoRR abs/1904.06788 (2019)
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