| Gloss: Tensor-based anomaly detection in spatiotemporal urban traffic data SE Sofuoglu, S Aviyente Signal Processing 192, 108370, 2022 | 23 | 2022 |
| Graph regularized tensor train decomposition SE Sofuoglu, S Aviyente ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020 | 12 | 2020 |
| Multi-branch tensor network structure for tensor-train discriminant analysis SE Sofuoglu, S Aviyente IEEE Transactions on Image Processing 30, 8926-8938, 2021 | 7 | 2021 |
| A two-stage approach to robust tensor decomposition SE Sofuoglu, S Aviyente 2018 IEEE Statistical Signal Processing Workshop (SSP), 831-835, 2018 | 6 | 2018 |
| Low-Rank on Graphs Plus Temporally Smooth Sparse Decomposition for Anomaly Detection in Spatiotemporal Data SE Sofuoglu, S Aviyente ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021 | 4 | 2021 |
| Graph regularized low-rank tensor-train for robust principal component analysis SE Sofuoglu, S Aviyente IEEE Signal Processing Letters 29, 1152-1156, 2022 | 3 | 2022 |
| Coupled support tensor machine classification for multimodal neuroimaging data P Li, SE Sofuoglu, S Aviyente, T Maiti Statistical Analysis and Data Mining: The ASA Data Science Journal 15 (6 …, 2022 | 2 | 2022 |
| Coupled Support Tensor Machine Classification for Multimodal Neuroimaging Data L Peide, SE Sofuoglu, T Maiti, S Aviyente arXiv preprint arXiv:2201.07683, 2022 | 2 | 2022 |
| Sparse discriminative tensor dictionary learning for object classification SE Sofuoglu, S Aviyente 2018 IEEE Global Conference on Signal and Information Processing (GlobalSIP …, 2018 | 2 | 2018 |
| Tensor-Train Discriminant Analysis SE Sofuoglu, S Aviyente ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019 | 1 | 2019 |
| Tensor Learning with Structure, Geometry and Multi-Modality SE Sofuoglu Michigan State University, 2022 | | 2022 |
Selin AviyenteMichigan State UniversityVerified email at egr.msu.edu
