Search Results for author: Cagri Ozdemir

Found 3 papers, 1 papers with code

IGCN: Integrative Graph Convolutional Networks for Multi-modal Data

1 code implementation31 Jan 2024 Cagri Ozdemir, Mohammad Al Olaimat, Yashu Vashishath, Serdar Bozdag, Alzheimer's Disease Neuroimaging Initiative

Addressing these restrictions, we introduce a novel integrative neural network approach for multi-modal data networks, named Integrative Graph Convolutional Networks (IGCN).

Node Classification

Forecasting Multilinear Data via Transform-Based Tensor Autoregression

no code implementations24 May 2022 Jackson Cates, Randy C. Hoover, Kyle Caudle, Cagri Ozdemir, Karen Braman, David Machette

In the era of big data, there is an increasing demand for new methods for analyzing and forecasting 2-dimensional data.

TAR Time Series +1

High-Order Multilinear Discriminant Analysis via Order-$\textit{n}$ Tensor Eigendecomposition

no code implementations18 May 2022 Cagri Ozdemir, Randy C. Hoover, Kyle Caudle, Karen Braman

The current paper presents a new approach to tensor-based multilinear discriminant analysis referred to as High-Order Multilinear Discriminant Analysis (HOMLDA).

Tensor Decomposition Vocal Bursts Intensity Prediction

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