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Abdolali Maryam

ORCID
0000-0001-7032-4498
Main Referenced Co-authors
GILLIS, Nicolas  (4)
Rahmati, Mohammad (4)
Abdolali, Fatemeh (1)
Otake, Yoshito (1)
Sato, Yoshinobu (1)
Main Referenced Keywords
Electrical and Electronic Engineering (3); Signal Processing (3); Sub-Space Clustering (3); Computer Science Applications (2); Computer Vision and Pattern Recognition (2);
Main Referenced Disciplines
Computer science (9)
Mathematics (4)
Electrical & electronics engineering (3)

Publications (total 9)

The most downloaded
50 downloads
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. https://hdl.handle.net/20.500.12907/42386

The most cited

47 citations (OpenAlex)

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 https://hdl.handle.net/20.500.12907/45215

Articles accepted in reviewed journal

Abdolali, M., & Gillis, N. (2022). Revisiting data augmentation for subspace clustering. Knowledge-Based Systems, 109974. doi:10.1016/j.knosys.2022.109974
Peer Reviewed verified by ORBi

Abdolali, M., & Gillis, N. (12 October 2021). Beyond Linear Subspace Clustering: A Comparative Study of Nonlinear Manifold Clustering Algorithms. Computer Science Review, 42.
Peer reviewed

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.
Peer reviewed

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
Peer Reviewed verified by ORBi

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
Peer Reviewed verified by ORBi

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
Peer Reviewed verified by ORBi

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
Peer Reviewed verified by ORBi

Articles accepted in conference proceedings

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
Peer reviewed

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
Peer reviewed

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