Alp Ozdemir

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