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Alp Ozdemir
Alp Ozdemir
General Motors
Verified email at msu.edu
Title
Cited by
Cited by
Year
Extension of PCA to higher order data structures: An introduction to tensors, tensor decompositions, and tensor PCA
A Zare, A Ozdemir, MA Iwen, S Aviyente
Proceedings of the IEEE 106 (8), 1341-1358, 2018
1182018
Recursive tensor subspace tracking for dynamic brain network analysis
A Ozdemir, EM Bernat, S Aviyente
IEEE Transactions on Signal and Information Processing over Networks 3 (4 …, 2017
532017
Hierarchical spectral consensus clustering for group analysis of functional brain networks
A Ozdemir, M Bolanos, E Bernat, S Aviyente
IEEE Transactions on Biomedical Engineering 62 (9), 2158-2169, 2015
292015
Multiscale tensor decomposition
A Özdemir, MA Iwen, S Aviyente
2016 50th Asilomar Conference on Signals, Systems and Computers, 625-629, 2016
102016
Multiscale analysis for higher-order tensors
A Ozdemir, A Zare, MA Iwen, S Aviyente
Wavelets and Sparsity XVIII 11138, 56-75, 2019
92019
A multiscale approach for tensor denoising
A Özdemir, MA Iwen, S Aviyente
2016 IEEE Statistical Signal Processing Workshop (SSP), 1-5, 2016
72016
Multi-scale higher order singular value decomposition (MS-HoSVD) for resting-state fMRI compression and analysis
A Ozdemir, M Villafańe-Delgado, DC Zhu, MA Iwen, S Aviyente
2017 IEEE International Conference on Acoustics, Speech and Signal …, 2017
62017
Locally linear low-rank tensor approximation
A Ozdemir, MA Iwen, S Aviyente
2015 IEEE Global Conference on Signal and Information Processing (GlobalSIP …, 2015
42015
RETHINKING PRINCIPAL COMPONENT ANALYSIS (PCA) FOR MODERN DATA SETS: THEORY, ALGORITHMS, AND APPLICATIONS
I Johnstone, D Paul, L Balzano, Y Chi, YM Lu, H Zou, L Xue, SX Wu, ...
Proceedings of the IEEE 106 (8), 2018
32018
Graph wavelet transform: Application to image segmentation
A Ozdemir, S Aviyente
2014 48th Asilomar Conference on Signals, Systems and Computers, 496-499, 2014
32014
Online low-rank+ sparse structure learning for dynamic network tracking
A Ozdemir, S Aviyente
2016 IEEE International Conference on Acoustics, Speech and Signal …, 2016
12016
Multiple subject analysis of functional brain network communities through co-regularized spectral clustering
A Ozdemir, AG Mahyari, EM Bernat, S Aviyente
2014 36th Annual International Conference of the IEEE Engineering in …, 2014
12014
Higher-order Data Reduction Through Clustering, Subspace Analysis and Compression for Applications in Functional Connectivity Brain Networks
A Ozdemir
Michigan State University. Electrical Engineering, 2017
2017
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Articles 1–13