Alp Ozdemir

According to our database, Alp Ozdemir authored at least 11 papers between 2014 and 2018.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2018

Extension of PCA to Higher Order Data Structures: An Introduction to Tensors, Tensor Decompositions, and Tensor PCA.

Ali Zare, Alp Ozdemir, Mark A. Iwen, Selin Aviyente

Proc. IEEE, 2018

2017

Recursive Tensor Subspace Tracking for Dynamic Brain Network Analysis.

Alp Ozdemir, Edward M. Bernat, Selin Aviyente

IEEE Trans. Signal Inf. Process. over Networks, 2017

Multiscale Analysis for Higher-order Tensors.

Alp Ozdemir, Mark A. Iwen, Selin Aviyente

CoRR, 2017

Multi-scale higher order singular value decomposition (MS-HoSVD) for resting-state FMRI compression and analysis.

Alp Ozdemir, Marisel Villafane-Delgado, David C. Zhu, Mark A. Iwen, Selin Aviyente

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

2016

A multiscale approach for tensor denoising.

Alp Ozdemir, Mark A. Iwen, Selin Aviyente

Proceedings of the IEEE Statistical Signal Processing Workshop, 2016

Online low-rank + sparse structure learning for dynamic network tracking.

Alp Ozdemir, Selin Aviyente

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Multiscale tensor decomposition.

Alp Ozdemir, Mark A. Iwen, Selin Aviyente

Proceedings of the 50th Asilomar Conference on Signals, Systems and Computers, 2016

2015

Hierarchical Spectral Consensus Clustering for Group Analysis of Functional Brain Networks.

Alp Ozdemir, Marcos E. Bolanos, Edward M. Bernat, Selin Aviyente

IEEE Trans. Biomed. Eng., 2015

Locally linear low-rank tensor approximation.

Alp Ozdemir, Mark A. Iwen, Selin Aviyente

Proceedings of the 2015 IEEE Global Conference on Signal and Information Processing, 2015

2014

Multiple subject analysis of functional brain network communities through co-regularized spectral clustering.

Alp Ozdemir, Arash Golibagh Mahyari, Edward M. Bernat, Selin Aviyente

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Graph wavelet transform: Application to image segmentation.

Alp Ozdemir, Selin Aviyente

Proceedings of the 48th Asilomar Conference on Signals, Systems and Computers, 2014