Cagri Ozdemir

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 9

Top Topics

Discriminant Analysis

Top Venues

Int. J. Mach. Learn. Cybern.

Publications

Cagri Ozdemir, Randy C. Hoover, Kyle A. Caudle, Karen S. Braman
Tensor discriminant analysis on grassmann manifold with application to video based human action recognition. Int. J. Mach. Learn. Cybern. 15 (8) (2024)
Cagri Ozdemir, Mohammad Al Olaimat, Yashu Vashishath, Serdar Bozdag, Alzheimer's Disease Neuroimaging Initiative
IGCN: Integrative Graph Convolutional Networks for Multi-modal Data. CoRR (2024)
Jackson Cates, Randy C. Hoover, Kyle A. Caudle, Cagri Ozdemir, Karen S. Braman, David Machette
Forecasting Multilinear Data via Transform-Based Tensor Autoregression. CoRR (2022)
Jackson Cates, Randy C. Hoover, Kyle A. Caudle, David Marchette, Cagri Ozdemir
Anomaly Detection from Multilinear Observations via Time-Series Analysis and 3DTPCA. ICMLA (2022)
Cagri Ozdemir, Randy C. Hoover, Kyle A. Caudle, Karen S. Braman
High-Order Multilinear Discriminant Analysis via Order-n Tensor Eigendecomposition. CoRR (2022)
Cagri Ozdemir, Randy C. Hoover, Kyle A. Caudle, Karen S. Braman
Kernelization of Tensor Discriminant Analysis with Application to Image Recognition. ICMLA (2022)
Cagri Ozdemir, Randy C. Hoover, Kyle A. Caudle
Fast Tensor Singular Value Decomposition Using the Low-Resolution Features of Tensors. ICMLA (2021)
Cagri Ozdemir, Randy C. Hoover, Kyle A. Caudle
2DTPCA: A New Framework for Multilinear Principal Component Analysis. ICIP (2021)
Jackson Cates, Randy C. Hoover, Kyle A. Caudle, Riley Kopp, Cagri Ozdemir
Transform-Based Tensor Auto Regression for Multilinear Time Series Forecasting. ICMLA (2021)