![]() ![]() | Abdolali, M., & Gillis, N. (2022). Revisiting data augmentation for subspace clustering. Knowledge-Based Systems, 109974. doi:10.1016/j.knosys.2022.109974 ![]() |
![]() ![]() | Abdolali, M., & Gillis, N. (12 October 2021). Beyond Linear Subspace Clustering: A Comparative Study of Nonlinear Manifold Clustering Algorithms. Computer Science Review, 42. doi:10.1016/j.cosrev.2021.100435 ![]() |
![]() ![]() | Abdolali, M., & Gillis, N. (19 February 2021). Simplex-Structured Matrix Factorization: Sparsity-based Identifiability and Provably Correct Algorithms. SIAM Journal on Mathematics of Data Science, 3 (2), 593-623. ![]() |
![]() ![]() | Abdolali, M., & Rahmati, M. (April 2020). Neither global nor local: A hierarchical robust subspace clustering for image data. Information Sciences, 514, 333 - 353. doi:10.1016/j.ins.2019.11.031 ![]() |
![]() ![]() | Abdolali, M., & Rahmati, M. (May 2019). Robust subspace clustering for image data using clean dictionary estimation and group lasso based matrix completion. Journal of Visual Communication and Image Representation, 61, 303 - 314. doi:10.1016/j.jvcir.2019.04.003 ![]() |
![]() ![]() | Abdolali, M., & Rahmati, M. (July 2017). Multiscale decomposition in low-rank approximation. IEEE Signal Processing Letters, 24 (7), 1015 - 1019. doi:10.1109/LSP.2017.2704024 ![]() |
![]() ![]() | Abdolali, F., Zoroofi, R. A., Abdolali, M., Yokota, F., Otake, Y., & Sato, Y. (April 2017). Automatic segmentation of mandibular canal in cone beam CT images using conditional statistical shape model and fast marching. International Journal of Computer Assisted Radiology and Surgery, 12 (4), 581 - 593. doi:10.1007/s11548-016-1484-2 ![]() |
![]() ![]() | Abdolali, M., & Gillis, N. (2022). Subspace Clustering Using Unsupervised Data Augmentation. IEEE International Conference on Acoustics, Speech and Signal Processing. Proceedings. doi:10.1109/ICASSP43922.2022.9746944 ![]() |
Abdolali, M., & Rahmati, M. (2019). From Local to Global Subspace Clustering for Image Data. In 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc. doi:10.1109/ICASSP.2019.8683200 ![]() |