Alp Ozdemir

Publication Activity (10 Years)

Years Active: 2014-2018
Publications (10 Years): 9

Top Topics

Functional Brain

Tensor Decomposition

Higher Order Singular Value Decomposition

Top Venues

Publications

Ali Zare, Alp Ozdemir, Mark A. Iwen, Selin Aviyente
Extension of PCA to Higher Order Data Structures: An Introduction to Tensors, Tensor Decompositions, and Tensor PCA. Proc. IEEE 106 (8) (2018)
Alp Ozdemir, Mark A. Iwen, Selin Aviyente
Multiscale Analysis for Higher-order Tensors. CoRR (2017)
Alp Ozdemir, Edward M. Bernat, Selin Aviyente
Recursive Tensor Subspace Tracking for Dynamic Brain Network Analysis. IEEE Trans. Signal Inf. Process. over Networks 3 (4) (2017)
Alp Ozdemir, Marisel Villafane-Delgado, David C. Zhu, Mark A. Iwen, Selin Aviyente
Multi-scale higher order singular value decomposition (MS-HoSVD) for resting-state FMRI compression and analysis. ICASSP (2017)
Alp Ozdemir, Mark A. Iwen, Selin Aviyente
Multiscale tensor decomposition. ACSSC (2016)
Alp Ozdemir, Mark A. Iwen, Selin Aviyente
A multiscale approach for tensor denoising. SSP (2016)
Alp Ozdemir, Selin Aviyente
Online low-rank + sparse structure learning for dynamic network tracking. ICASSP (2016)
Alp Ozdemir, Marcos E. Bolanos, Edward M. Bernat, Selin Aviyente
Hierarchical Spectral Consensus Clustering for Group Analysis of Functional Brain Networks. IEEE Trans. Biomed. Eng. 62 (9) (2015)
Alp Ozdemir, Mark A. Iwen, Selin Aviyente
Locally linear low-rank tensor approximation. GlobalSIP (2015)
Alp Ozdemir, Arash Golibagh Mahyari, Edward M. Bernat, Selin Aviyente
Multiple subject analysis of functional brain network communities through co-regularized spectral clustering. EMBC (2014)
Alp Ozdemir, Selin Aviyente
Graph wavelet transform: Application to image segmentation. ACSSC (2014)